EDEE Published Theses

2026

From Pixels to Attention: A Computational Perspective On Gaze Understanding in the Wild

S. Tafasca / J-M. Odobez (Dir.)  

Lausanne, EPFL, 2026. 

Towards quasi real-time simulations of district heating networks for an optimal sustainable design and control

R. Boghetti / J-M. Odobez; J. H. Kämpf (Dir.)  

Lausanne, EPFL, 2026. 

Distributed Decision Making in Networked Systems

P. Hu / A. H. Sayed (Dir.)  

Lausanne, EPFL, 2026. 

Performance guarantees of distributed learning in adversarial environments

Y. Cao / A. H. Sayed (Dir.)  

Lausanne, EPFL, 2026. 

Character-level Adversarial Robustness in Natural Language Processing

E. Abad Rocamora / V. Cevher (Dir.)  

Lausanne, EPFL, 2026. 

Physics-based modeling and inverse problems in optical imaging

Y. Liu / M. Unser; J. Y. Dong (Dir.)  

Lausanne, EPFL, 2026. 

Advancing Neural Representations for Paralinguistic Analysis: From Speech Emotion to Parkinson’s Disease Assessment

T. Purohit / J-P. Thiran; M. Magimai Doss (Dir.)  

Lausanne, EPFL, 2026. 

Scalable Neurotherapies with Bayesian Optimization and Beyond

P. Abranches Figueiredo Simoes De Carvalho / V. Cevher; G. Courtine (Dir.)  

Lausanne, EPFL, 2026. 

3D printing assisted by upconversion nanoparticles

Q. Zhang / C. Moser (Dir.)  

Lausanne, EPFL, 2026. 

Natural and targeted recovery of arm and hand function after cervical spinal cord injury

I. Dewany / G. Courtine (Dir.)  

Lausanne, EPFL, 2026. 

Numerical Methods for Optimization and Control: From Verification to GPU-Acceleration

R. Schwan / C. N. Jones; D. Kuhn (Dir.)  

Lausanne, EPFL, 2026. 

Ultraminiature Implantable RFID-Tags

A. Fernández Carnicero / A. Skrivervik (Dir.)  

Lausanne, EPFL, 2026. 

Brain-Controlled Stimulation of the Cervical Spinal Cord to Restore Upper Limb Motor Functions in People With Tetraplegia

T. J. E. Collin / G. Courtine; H. C. A. Lorach (Dir.)  

Lausanne, EPFL, 2026. 

Software-hardware co-design for continuous health monitoring with edge Artificial Intelligence

L. Orlandic / D. Atienza Alonso (Dir.)  

Lausanne, EPFL, 2026. 

Application of Advanced Computational Models to Enhance the Performance of Lightning Location Systems

H. Kohlmann / F. Rachidi-Haeri; W. Schulz (Dir.)  

Lausanne, EPFL, 2026. 

An Ultrasound Imaging-Based Guidance System for Childbirth Monitoring – Integrating Statistical Modelling and Deep Learning Methods for Fetal Head 3D Reconstruction

S. M. Marcadent / J-P. Thiran; D. Desseauve (Dir.)  

Lausanne, EPFL, 2026. 

Stable Optimization in Deep Learning: Geometry and Games

T. M. Pethick / V. Cevher (Dir.)  

Lausanne, EPFL, 2026. 

2025

Open-Source and Configurable RISC-V Platforms for Exploring TinyAI Heterogeneous Systems

S. Machetti / D. Atienza Alonso (Dir.)  

Lausanne, EPFL, 2025. 

Neuroscience-inspired computer vision and language modeling for behavior analysis

S. Ye / M. Mathis (Dir.)  

Lausanne, EPFL, 2025. 

Toward Autonomous Laser Manufacturing: Solving Key Challenges in Optimization, Monitoring, and Control

G. Masinelli / D. Atienza Alonso; K. T. Wasmer (Dir.)  

Lausanne, EPFL, 2025. 

Advancing Test-Time Adaptation for Robust Deep Learning Systems in Dynamic Environments

G. M. G. Vray / J-P. Thiran; S. Bozorgtabar (Dir.)  

Lausanne, EPFL, 2025. 

A wireless sensor platform for a sustainable digitalization

J. Zikulnig / S. Carrara; J. Kosel (Dir.)  

Lausanne, EPFL, 2025. 

Subwavelength Time-Reversal Imaging and Multipole Expansions in Anisotropic Media: Theory and Applications

E. P. J. Le Boudec / F. Rachidi-Haeri; J. F. Vega Stavro (Dir.)  

Lausanne, EPFL, 2025. 

From Preprocessing to Evaluation: The Role of External Knowledge in Advancing Language Models and Machine Translation

G. Vernikos / A. Popescu-Belis; S. Süsstrunk (Dir.)  

Lausanne, EPFL, 2025. 

Towards Integrated Processing of Physiological Signals and Speech

Z. Mostaani / D. Gatica-Perez; M. Magimai Doss (Dir.)  

Lausanne, EPFL, 2025. 

Advancing Phonology-Based Sign Language Assessment: From Learner to Machine-Generated Videos

N. Tarigopula / J-M. Odobez; M. Magimai Doss (Dir.)  

Lausanne, EPFL, 2025. 

Modelling cochlea and its interaction with the auditory path for speech processing

L. C. Coppieters De Gibson / D. N. A. Van De Ville; P. N. Garner (Dir.)  

Lausanne, EPFL, 2025. 

A System Engineering Approach to Antenna Design in Secure and Sensing Systems

H. Bartle / A. Skrivervik (Dir.)  

Lausanne, EPFL, 2025. 

Efficient Algorithms and VLSI Implementations of FEC Decoders for B5G/6G

Y. Ren / A. P. Burg (Dir.)  

Lausanne, EPFL, 2025. 

Robot Manipulation with Geometric Algebra: A Unified Geometric Framework for Control and Optimization

T. Löw / J-P. Thiran; S. Calinon (Dir.)  

Lausanne, EPFL, 2025. 

Text-Graph Encoders and Retrieval-Augmented Generation

A. C. Coman / D. Gatica-Perez; J. Henderson (Dir.)  

Lausanne, EPFL, 2025. 

Nonparametric Variational Information Bottleneck: Attention-based Architectures as Latent Variable Models

F. J. Fehr / D. Gatica-Perez; J. Henderson (Dir.)  

Lausanne, EPFL, 2025. 

Artificial intelligence-driven clinical decision support system for cervical cancer detection in low- and middle-income settings: Technical development and deployment approach

M. C. Jonnalagedda-Cattin / J-P. Thiran; K. B. Schönenberger (Dir.)  

Lausanne, EPFL, 2025. 

Fast Quantification of Creatine Kinase Activity by Phosphorus Magnetic Resonance Fingerprinting

M. S. Widmaier / R. Gruetter; L. Xin (Dir.)  

Lausanne, EPFL, 2025. 

A Stochastic Approach to Contact-rich Manipulation

J. M. Jankowski / J-P. Thiran; S. Calinon (Dir.)  

Lausanne, EPFL, 2025. 

Leveraging intentional impacts in Non-Prehensile manipulation

H. Khurana / A. Billard (Dir.)  

Lausanne, EPFL, 2025. 

Computational and Physical Structures in Robot Throwing

Y. Liu / A. Billard (Dir.)  

Lausanne, EPFL, 2025. 

Simulation-based Microstructure Imaging: Towards Realistic White Matter Modeling using Monte Carlo Methods in DW-MRI

J. L. Villarreal Haro / J-P. Thiran (Dir.)  

Lausanne, EPFL, 2025. 

Neuroimaging to Guide the Delivery of Implantable Neuroprosthetics Restoring Neurological Functions

S. D. Hernandez / G. Courtine (Dir.)  

Lausanne, EPFL, 2025. 

Efficient Adaptation for Speech Technology

H. Chen / P. Frossard; P. N. Garner (Dir.)  

Lausanne, EPFL, 2025. 

Reinforcement Learning by Networked Agents

A. Zhaikhan / A. H. Sayed (Dir.)  

Lausanne, EPFL, 2025. 

Variable-Precision SIMD Arithmetic for Edge AI

P. Yu / D. Atienza Alonso (Dir.)  

Lausanne, EPFL, 2025. 

Excitonic devices based on van der Waals heterostructures

E. Lopriore / A. Kis (Dir.)  

Lausanne, EPFL, 2025. 

Informed machine learning models for advancing cardiac disease prognosis

O. Y. Senouf / P. Frossard; E. Abbé (Dir.)  

Lausanne, EPFL, 2025. 

Enabling Deep Learning Models for Seizure Monitoring within Wearables Lifecycle

A. Amirshahi / D. Atienza Alonso; A. Aminifar (Dir.)  

Lausanne, EPFL, 2025. 

Applications of Data-driven Predictive Control to Building Energy Systems

M. P. Koch / C. N. Jones; P. Sawant (Dir.)  

Lausanne, EPFL, 2025. 

Vital Signs and Human Activity Sensing with Wireless Systems

S. Li / A. P. Burg; A. K. Balatsoukas Stimming (Dir.)  

Lausanne, EPFL, 2025. 

Transferability of Learnt Speech Representations for Decoding Non-Human Vocal Communication

E. Sarkar / J-M. Odobez; M. Magimai Doss (Dir.)  

Lausanne, EPFL, 2025. 

Event-based sensing for efficient processing in low-power IoT platforms

S. Zanoli / D. Atienza Alonso; T. Teijeiro Campo (Dir.)  

Lausanne, EPFL, 2025. 

Development and evaluation of fNIRS-based approaches for assessing the cognitive effects of acute nutrition interventions in healthy adults

S. Zahar / D. N. A. Van De Ville (Dir.)  

Lausanne, EPFL, 2025. 

System-aware Architectural Co-design to Tackle the Memory Wall

R. Medina Morillas / D. Atienza Alonso (Dir.)  

Lausanne, EPFL, 2025. 

Bayesian Optimization with Constraints, Structure and Human Feedback

W. Xu / C. N. Jones; B. Svetozarevic (Dir.)  

Lausanne, EPFL, 2025. 

Adaptive Test-Time Learning Under Domain Shift: From Augmentation to Prolonged Adaptation

D. Tomar / J-P. Thiran; S. Bozorgtabar (Dir.)  

Lausanne, EPFL, 2025. 

Design, Optimization and Verification of Embedded Gain Cell RAMs

H. A. Yigit / A. P. Burg; E. Charbon (Dir.)  

Lausanne, EPFL, 2025. 

Logic Synthesis Foundations for Efficient Secure Computation: From Garbled Circuits to Fully Homomorphic Encryption

M. Yu / G. De Micheli; D. Atienza Alonso (Dir.)  

Lausanne, EPFL, 2025. 

Multi-Objective Management for Many-Core Computing Servers

D. Huang / D. Atienza Alonso; L. M. Costero Valero (Dir.)  

Lausanne, EPFL, 2025. 

Droplets inside out: Molecular level studies of water at nanoscale aqueous interfaces

L. Zhang / S. Roke (Dir.)  

Lausanne, EPFL, 2025. 

Unified and Multimodal Learning for Gaze Prediction in Naturalistic Settings

A. Gupta / J-M. Odobez (Dir.)  

Lausanne, EPFL, 2025. 

Drone-Based Urban Traffic Monitoring and User Behavior Prediction

S. Kim / N. Geroliminis (Dir.)  

Lausanne, EPFL, 2025. 

Fleet Operations in Autonomous Mobility-on-Demand Systems: Vehicle Repositioning and Coordinated Route Planning

P. Zhu / N. Geroliminis; G. Ferrari Trecate (Dir.)  

Lausanne, EPFL, 2025. 

Behaviour Regulation for Learning: Designing Child-Tablet-Robot Interactions for Body Posture Regulation

C. Wang / P. Dillenbourg; D. Carnieto Tozadore (Dir.)  

Lausanne, EPFL, 2025. 

Physical Neural Networks with Waves

A. Momeni / R. C. R. Fleury (Dir.)  

Lausanne, EPFL, 2025. 

Neuroprosthetic management of hemodynamic instability due to neurological disorders

A. P. Gandhi / G. Courtine; J. Bloch (Dir.)  

Lausanne, EPFL, 2025. 

Motor Learning and Neural Plasticity in the Aging Brain: A Multimodal Neuroimaging Approach

X. Liu / R. Gruetter; L. Xin (Dir.)  

Lausanne, EPFL, 2025. 

Architectures for Large-Pixel-Array Direct Time-of-Flight Image Sensors

C. Liu / E. Charbon (Dir.)  

Lausanne, EPFL, 2025. 

Exploiting Representation Similarities in Self-Supervised Learning for Vision Tasks

T. G. Stegmüller / J-P. Thiran; S. B. Bozorgtabar (Dir.)  

Lausanne, EPFL, 2025. 

Spinal Cord fMRI: Functional Connectivity, Network Modeling, and Brain-Spine Interactions

I. Ricchi / D. N. A. Van De Ville; N. N. Kinany (Dir.)  

Lausanne, EPFL, 2025. 

Person Re-Identification and its Application to Multi-Object Tracking

V. Somers / A. M. Alahi; C. De Vleeschouwer (Dir.)  

Lausanne, EPFL, 2025. 

To Grid or Not To Grid: Atomic Methods for Sparse Inverse Problems

A. T. E. Jarret / M. Vetterli (Dir.)  

Lausanne, EPFL, 2025. 

Monostatic Wi-Fi Sensing: Self-Interference Cancellation and Channel Splicing for Robust Vital-Sign Monitoring

A. T. Kristensen / A. P. Burg; A. K. Balatsoukas Stimming (Dir.)  

Lausanne, EPFL, 2025. 

2024

Exploring the Full Content of Optical Signals to Enhance Cardiac Arrhythmia Screening

L. F. A. Jeanningros / J-P. Thiran; J-M. Vesin (Dir.)  

Lausanne, EPFL, 2024. 

Advancing Self-Supervised Deep Learning for 3D Scene Understanding

S. M. M. Johari / F. Fleuret; D. Gatica-Perez (Dir.)  

Lausanne, EPFL, 2024. 

Fusing Pre-existing Knowledge and Machine Learning for Enhanced Building Thermal Modeling and Control

L. Di Natale / C. N. Jones; B. Svetozarevic (Dir.)  

Lausanne, EPFL, 2024. 

Smart Edge for Hierarchical Vision Systems

Y. Sepehri / P. Frossard; A. Dunbar (Dir.)  

Lausanne, EPFL, 2024. 

Electromagnetic Radiation of Implantable Antennas

M. Gao / A. Skrivervik; Z. Sipus (Dir.)  

Lausanne, EPFL, 2024. 

Lymph node microstructure imaging using diffusion MRI: From simulations to acquisitions

R. M. M. Gardier / J-P. Thiran (Dir.)  

Lausanne, EPFL, 2024. 

Biologically Inspired Spiking Neural Networks for Speech Recognition

A. S. P. Bittar / J-M. Odobez; P. N. Garner (Dir.)  

Lausanne, EPFL, 2024. 

Exploring High-Performance and Energy-Efficient Architectures for Edge AI-Enabled Applications

J. A. H. Klein / D. Atienza Alonso; M. Zapater Sancho (Dir.)  

Lausanne, EPFL, 2024. 

DC Power Distribution Networks with Direct Current Transformers

R. Pillon Barcelos / D. Dujic (Dir.)  

Lausanne, EPFL, 2024. 

Ultra-high quantum coherent and scalable superconducting circuit optomechanics, from topological lattices to quantum storage

A. Youssefi / T. Kippenberg (Dir.)  

Lausanne, EPFL, 2024. 

Stability: a search for structure

W. Jongeneel / D. Kuhn (Dir.)  

Lausanne, EPFL, 2024. 

Enhancing image quality in next-generation image compression

M. Testolina / T. Ebrahimi (Dir.)  

Lausanne, EPFL, 2024. 

Context-Aware Monitoring of Hand Motor Primitives in Daily Life Activities: A Pathway to Objectively Assess Rehabilitation of Patients with Upper-Limb Neurological Impairment

Y. Izadmehr / K. Aminian; A. Perez-Uribe (Dir.)  

Lausanne, EPFL, 2024. 

On the Features and Performances of Converters in Hybrid AC/DC Microgrids

J. Macé / D. Dujic (Dir.)  

Lausanne, EPFL, 2024. 

Low-Resource Speech Recognition and Understanding for Challenging Applications

J. P. Zuluaga Gomez / J-P. Thiran; P. Motlicek (Dir.)  

Lausanne, EPFL, 2024. 

Quantifying the Unknown: Data-Driven Approaches and Applications in Energy Systems

P. Scharnhorst / C. N. Jones; B. Schubnel (Dir.)  

Lausanne, EPFL, 2024. 

On the Information in Deep Biometric Templates: from Vulnerability of Unprotected Templates to Leakage in Protected Templates

H. Otroshi Shahreza / J-P. Thiran; S. Marcel (Dir.)  

Lausanne, EPFL, 2024. 

Network time series forecasting in photovoltaics power production

J. Simeunovic / P. Frossard; R. E. Carrillo Rangel (Dir.)  

Lausanne, EPFL, 2024. 

Enhancing Explainability and Performance in AI-Driven Face Recognition and Deepfake Detection

Y. Lu / T. Ebrahimi (Dir.)  

Lausanne, EPFL, 2024. 

Development and clinical validation of computational imaging biomarkers for neurodegenerative diseases

V. L. Ravano / J-P. Thiran; T. Kober (Dir.)  

Lausanne, EPFL, 2024. 

Interlayer Exciton Dynamics in Van Der Waals Heterostructures

F. Tagarelli / A. Kis (Dir.)  

Lausanne, EPFL, 2024. 

Few-shot Learning for Efficient and Effective Machine Learning Model Adaptation

A. J. J. Devos / J-M. Sallese (Dir.)  

Lausanne, EPFL, 2024. 

The influence of data on adversarial robustness

J. A. Maroto Morales / P. Frossard (Dir.)  

Lausanne, EPFL, 2024. 

Direct high-temperature MOCVD growth of GaN on foreign substrates

A. Floriduz / E. Matioli (Dir.)  

Lausanne, EPFL, 2024. 

Advanced control strategies to exploit the hydropower potential enhancing ancillary services provision to the power system

F. Gerini / S-R. Cherkaoui; M. Paolone (Dir.)  

Lausanne, EPFL, 2024. 

Inverse Graph Learning from Social Interactions

V. Shumovskaia / A. H. Sayed (Dir.)  

Lausanne, EPFL, 2024. 

Robot Learning using Tensor Networks

S. N. Shetty / D. Gatica-Perez; S. Calinon (Dir.)  

Lausanne, EPFL, 2024. 

Towards Robust Vision Models

H. Machiraju / M. Herzog; P. Frossard (Dir.)  

Lausanne, EPFL, 2024. 

Modeling, fabrication and validation of 3D neural interfaces for peripheral nerves and brain organoids

O. Akouissi / S. Micera; S. Lacour (Dir.)  

Lausanne, EPFL, 2024. 

Distributed Machine Learning Targeting Embedded Systems for Epilepsy Detection

S. Baghersalimi / D. Atienza Alonso (Dir.)  

Lausanne, EPFL, 2024. 

Second Harmonic Ripple Voltage Mitigation for Single-Phase Solid-State Transformers

T. Wei / D. Dujic (Dir.)  

Lausanne, EPFL, 2024. 

Modeling and optimization of PCB coils for inductive power transfer systems

X. Du / D. Dujic (Dir.)  

Lausanne, EPFL, 2024. 

Proof-of-Principle Positron Source for Future Colliders

N. Vallis / M. Seidel; P. Craievich (Dir.)  

Lausanne, EPFL, 2024. 

On quality assessment and learning-based compression of point clouds for conventional and DNA-based storage

D. Nachtigall Lazzarotto / T. Ebrahimi (Dir.)  

Lausanne, EPFL, 2024. 

Statistical Inference for Inverse Problems: From Sparsity-Based Methods to Neural Networks

P. N. Bohra / M. Unser (Dir.)  

Lausanne, EPFL, 2024. 

Towards Trustworthy Deep Learning for Image Reconstruction

A. M. F. Goujon / M. Unser (Dir.)  

Lausanne, EPFL, 2024. 

Infusing structured knowledge priors in neural models for sample-efficient symbolic reasoning

M. Atzeni / P. Vandergheynst; A. Loukas (Dir.)  

Lausanne, EPFL, 2024. 

Graph generative deep learning models with an application to circuit topologies

I. Krawczuk / V. Cevher; Y. Leblebici (Dir.)  

Lausanne, EPFL, 2024. 

Performing and Detecting Backdoor Attacks on Face Recognition Algorithms

A. C. Unnervik / J-P. Thiran; S. Marcel (Dir.)  

Lausanne, EPFL, 2024. 

Investigating neural resource allocation in the sensorimotor control of extra limbs

G. Dominijanni / S. Micera; S. Shokur (Dir.)  

Lausanne, EPFL, 2024. 

An Angular Framework for Ultrasound Imaging

B. G. E. Hériard-Dubreuil / J-P. Thiran (Dir.)  

Lausanne, EPFL, 2024. 

Navigating the Loop: From Control Systems to Neural Networks and Back

C. Galimberti / G. Ferrari Trecate (Dir.)  

Lausanne, EPFL, 2024. 

A journey toward generalizable trajectory forecasting models

M. Bahari / A. Alahi (Dir.)  

Lausanne, EPFL, 2024. 

Generalization and Personalization of Machine Learning for Multimodal Mobile Sensing in Everyday Life

L. B. Meegahapola / D. Gatica-Perez (Dir.)  

Lausanne, EPFL, 2024. 

Beam Separator for FLASH Electron Therapy Facilities

V. Korchevnyuk / M. Seidel; S. Russenschuck (Dir.)  

Lausanne, EPFL, 2024. 

Biophysically accurate and machine learning-based surrogate models to optimize neuroprosthesis design and operation

S. Romeni / S. Micera (Dir.)  

Lausanne, EPFL, 2024. 

Neurostimulation and Wireless Data Transmission Circuits for Implantable High-Density Neural Interfaces

C. Ding / M. Shoaran (Dir.)  

Lausanne, EPFL, 2024. 

Inverse Problems in Pulse-Echo Ultrasound: Exploiting Coherence for Image Enhancement and Quantitative Imaging

S. D. Beuret / J-P. Thiran (Dir.)  

Lausanne, EPFL, 2024. 

2023

Hardware Implementation of Digital Signal Processing Algorithms for Programmable Epilepsy Control Systems

K. Farhang Razi / A. Schmid (Dir.)  

Lausanne, EPFL, 2023. 

Probabilistic methods for neural combinatorial optimization

N. Karalias / P. Vandergheynst (Dir.)  

Lausanne, EPFL, 2023. 

Robust tunable acoustic impedance control on electroacoustic resonators for aircraft noise reduction

M. Volery / H. Lissek (Dir.)  

Lausanne, EPFL, 2023. 

Real world multimodal assessment of physical behavior change in health and disease

G. Prigent / K. Aminian; A. Ionescu (Dir.)  

Lausanne, EPFL, 2023. 

Modeling, Optimization and Design of High Power Medium Frequency Transformers

N. Djekanovic / D. Dujic (Dir.)  

Lausanne, EPFL, 2023. 

Flexible High Power Electronics Solutions for Hydro-Power Applications

P. A. Bontemps / D. Dujic (Dir.)  

Lausanne, EPFL, 2023. 

The inductive bias of deep learning: Connecting weights and functions

G. Ortiz Jimenez / P. Frossard (Dir.)  

Lausanne, EPFL, 2023. 

Interpretable Representation Learning and Evaluation for Abstractive Summarization

A. T. Marfurt / D. Gatica-Perez; J. Henderson (Dir.)  

Lausanne, EPFL, 2023. 

Machine Learning Methods for Robust Uncertainty Quantification and Controller Approximation

E. Maddalena / C. N. Jones (Dir.)  

Lausanne, EPFL, 2023. 

Compilation and Design Space Exploration of Dataflow Programs for Heterogeneous CPU-GPU Platforms

A. F. G. Bloch / M. Mattavelli (Dir.)  

Lausanne, EPFL, 2023. 

Regularization Techniques for Low-Resource Machine Translation

A. R. Atrio / J-M. Odobez; A. Popescu-Belis (Dir.)  

Lausanne, EPFL, 2023. 

Dispatch-aware Optimal Planning of Active Distribution Networks including Energy Storage Systems

J. H. Yi / M. Paolone; S-R. Cherkaoui (Dir.)  

Lausanne, EPFL, 2023. 

Text Representation Learning for Low Cost Natural Language Understanding

J. F. J. F. Mai / D. Gatica-Perez; J. Henderson (Dir.)  

Lausanne, EPFL, 2023. 

Practical computational imaging by use of spatiotemporal light modulation: from simulations to applications in biological microscopy

F. T. M. Marelli / F. Fleuret; M. S. D. Liebling (Dir.)  

Lausanne, EPFL, 2023. 

Methods for Grid-aware Operation and Planning of Active Distribution Networks

R. K. Gupta / M. Paolone; F. Sossan (Dir.)  

Lausanne, EPFL, 2023. 

Learning and optimization of anticipatory feedback controllers for robot manipulation

H. Girgin / J-M. Odobez; S. Calinon (Dir.)  

Lausanne, EPFL, 2023. 

Microstrip patch antennas with broad beamwidth

I. Vico Triviño / A. Skrivervik (Dir.)  

Lausanne, EPFL, 2023. 

Optimizing Quantum Compilers: Efficient and Effective Algorithms

F. Mozafari Ghoraba / G. De Micheli (Dir.)  

Lausanne, EPFL, 2023. 

Privacy-Preserving Machine Learning on Graphs

S. Sajadmanesh / D. Gatica-Perez (Dir.)  

Lausanne, EPFL, 2023. 

Deep Generative Models for Autonomous Driving: from Motion Forecasting to Realistic Image Synthesis

S. Saadatnejad / A. M. Alahi (Dir.)  

Lausanne, EPFL, 2023. 

Optimal Design Operation Strategies of a Hyperloop Transportation System

D. Tudor / M. Paolone (Dir.)  

Lausanne, EPFL, 2023. 

Real-time Personalized Monitoring of Neurological Disorders on Wearable Systems

R. Zanetti / D. Atienza Alonso (Dir.)  

Lausanne, EPFL, 2023. 

Improving hand prosthesis control with advanced single-finger proportional decoding and robotic shared control

V. A. Mendez / S. Micera (Dir.)  

Lausanne, EPFL, 2023. 

Exploring brain-inspired multi-core heterogeneous hardware templates for low-power biomedical embedded systems

B. W. Denkinger / D. Atienza Alonso (Dir.)  

Lausanne, EPFL, 2023. 

Data-driven approaches for non-invasive cuffless blood pressure monitoring

C. L. Aguet / P. Frossard; J. S. Van Zaen (Dir.)  

Lausanne, EPFL, 2023. 

Hardware-Software co-design Methodologies for Edge AI Optimization

F. Ponzina / D. Atienza Alonso (Dir.)  

Lausanne, EPFL, 2023. 

Estimating and Improving the Robustness of Attributions in Text

Á. D. Ivánkay / P. Frossard (Dir.)  

Lausanne, EPFL, 2023. 

Confidence Matters: Applications to Semantic Segmentation

P. T. Sivaprasad / F. Fleuret; A. M. Alahi (Dir.)  

Lausanne, EPFL, 2023. 

Novel Methods For Detection And Analysis Of Atypical Aspects In Speech

J. D. Fritsch / J-M. Odobez; M. Magimai Doss (Dir.)  

Lausanne, EPFL, 2023. 

Finding information-rich electrocardiographic biomarkers to characterize atrial fibrillation

A. M. Mc Cann / J-M. Vesin; P. Vandergheynst (Dir.)  

Lausanne, EPFL, 2023. 

Sparse Autoencoders for Speech Modeling and Recognition

S. H. Kabil / H. Bourlard (Dir.)  

Lausanne, EPFL, 2023. 

Brain-controlled spinal cord stimulation to restore mobility after spinal cord injury.

C. A. Galvez Solano / G. Courtine; H. C. A. Lorach (Dir.)  

Lausanne, EPFL, 2023. 

Data-Driven Control and Optimization under Noisy and Uncertain Conditions

B. Guo / G. Ferrari Trecate; M. Kamgarpour (Dir.)  

Lausanne, EPFL, 2023. 

Implicit Distance Functions: Learning and Applications in Robotics

M. Koptev / A. Billard (Dir.)  

Lausanne, EPFL, 2023. 

On matching data and model in LF-MMI-based dysarthric speech recognition

E. Hermann / J-M. Odobez; M. Magimai Doss (Dir.)  

Lausanne, EPFL, 2023. 

Hyperdimensional computing for biosignal monitoring: Applications for epilepsy detection

U. Pale / D. Atienza Alonso (Dir.)  

Lausanne, EPFL, 2023. 

Equivariant Neural Architectures for Representing and Generating Graphs

C. A. Y. Vignac / P. Frossard (Dir.)  

Lausanne, EPFL, 2023. 

Self-Supervised Learning for Patient Stratification and Survival Analysis in Computational Pathology: An Application to Colorectal Cancer

C. R. Abbet / J-P. Thiran; I. Zlobec (Dir.)  

Lausanne, EPFL, 2023. 

Closed-Loop Control of Epidural Electrical Stimulation in Patients with Spinal Cord Injury and Parkinson’s Disease

N. Macellari / G. Courtine (Dir.)  

Lausanne, EPFL, 2023. 

New ultrahigh-speed device concepts: from THz nanoplasma devices to glass-like electronics for neuromorphic computation

M. Samizadeh Nikooytabalvandani / E. d. N. Matioli (Dir.)  

Lausanne, EPFL, 2023. 

2022

Efficient methods for the operation of active distribution networks in unsymmetric and uncertain states

S. A. S. Fahmy / M. Paolone (Dir.)  

Lausanne, EPFL, 2022. 

Quantization for Distributed Processing and Learning of Structured Data

I. Cunha Maia Nobre / P. Frossard (Dir.)  

Lausanne, EPFL, 2022. 

Cellular Fronthauling for Data Capacity Increase in Underserved Spaces

A. Schumacher / A. P. Burg; R. Merz (Dir.)  

Lausanne, EPFL, 2022. 

Real-Time Nonlinear Model Predictive Control for Fast Mechatronic Systems

P. Listov / C. N. Jones (Dir.)  

Lausanne, EPFL, 2022. 

Ultra low quantum decoherence nano-optomechanical systems

M. Bereyhi / T. Kippenberg (Dir.)  

Lausanne, EPFL, 2022. 

Design and management of three-dimensional multi-processor systems-on-chip with integrated flow cell arrays

H. Najibi / D. Atienza Alonso (Dir.)  

Lausanne, EPFL, 2022. 

Learning of physical systems: from inference to control

B. Rahmani / C. Moser (Dir.)  

Lausanne, EPFL, 2022. 

Stop Wasting my FLOPS: Improving the Efficiency of Deep Learning Models

A. Katharopoulos / F. Fleuret; P. Frossard (Dir.)  

Lausanne, EPFL, 2022. 

Efficient Transformer-Based Speech Recognition

A. Vyas / H. Bourlard; F. Fleuret (Dir.)  

Lausanne, EPFL, 2022. 

Data-driven Power Electronic Converter Control Design in Power System Applications

S. S. Madani / A. Karimi (Dir.)  

Lausanne, EPFL, 2022. 

Uncooperative Rendezvous in Space: Design of an Electronic Architecture for High Performance Avionic with Multi Sensor Input and Intensive Data Rate.

M. Y. Juillard / J-P. R. Kneib (Dir.)  

Lausanne, EPFL, 2022. 

Automatic pathological speech assessment

P. Janbakhshi / H. Bourlard; I. Kodrasi (Dir.)  

Lausanne, EPFL, 2022. 

Advanced Techniques in Optical Diffraction Tomography

A. B. Sayed Ayoub Mohamed Emam / D. Psaltis (Dir.)  

Lausanne, EPFL, 2022. 

Graph Representation Learning with Optimal Transport: Analysis and Applications

E. Simou / P. Frossard (Dir.)  

Lausanne, EPFL, 2022. 

Deep learning-based analysis of multiple sclerosis lesions with high and ultra-high field MRI

F. La Rosa / J-P. Thiran; M. Bach Cuadra (Dir.)  

Lausanne, EPFL, 2022. 

Nonlinear Inverse Problems in Quantitative Phase Imaging

T-A. M. Pham / M. Unser; E. E. L. Soubies (Dir.)  

Lausanne, EPFL, 2022. 

Self-Aware Machine Learning for Chronic Pathology Monitoring on Wearable Devices

F. Forooghifar / D. Atienza Alonso (Dir.)  

Lausanne, EPFL, 2022. 

Reshaping Perception for Autonomous Driving with Semantic Keypoints

L. Bertoni / A. M. Alahi (Dir.)  

Lausanne, EPFL, 2022. 

Plasma-based Electroacoustic Actuator for Broadband Sound Absorption

S. Sergeev / P. Vandergheynst; H. Lissek (Dir.)  

Lausanne, EPFL, 2022. 

Graph signal processing tailored for subgraph focus and community structure

M. Petrovic / D. N. A. Van De Ville; R. P. Liégeois (Dir.)  

Lausanne, EPFL, 2022. 

Optimization Over Banach Spaces: A Unified View on Supervised Learning and Inverse Problems

S. Aziznejad / M. Unser (Dir.)  

Lausanne, EPFL, 2022. 

Controllability and Interpretability in Affective Speech Synthesis

B. Schnell / H. Bourlard; P. N. Garner (Dir.)  

Lausanne, EPFL, 2022. 

Hard and Soft Switching Losses in Power Converters: Role of Transistor Output Capacitance

P. S. N. Perera / E. d. N. Matioli (Dir.)  

Lausanne, EPFL, 2022. 

Multivariate time series forecasting for freeway networks

S. Kwak / N. Geroliminis (Dir.)  

Lausanne, EPFL, 2022. 

Leveraging topology, geometry, and symmetries for efficient Machine Learning

M. Defferrard / P. Vandergheynst (Dir.)  

Lausanne, EPFL, 2022. 

A fibre optic and machine learning based health monitoring system for superconducting power applications in modern supergrids

A. Akbar / B. Dutoit; M. Paolone (Dir.)  

Lausanne, EPFL, 2022. 

Real-Time fMRI Neurofeedback: Methods and Application to Chronic Tinnitus

N. Gninenko / D. N. A. Van De Ville; S. Haller (Dir.)  

Lausanne, EPFL, 2022. 

In-Memory Hardware and Architectural Extensions for Workloads Acceleration

W. A. Simon / D. Atienza Alonso (Dir.)  

Lausanne, EPFL, 2022. 

Variational Methods For Continuous-Domain Inverse Problems: the Quest for the Sparsest Solution

T. J. Debarre / M. Unser; J. R. P. Fageot (Dir.)  

Lausanne, EPFL, 2022. 

Millimeter-wave to near-terahertz sensors based on reversible insulator-to-metal phase transition in Vanadium dioxide

F. Qaderi Rahaqi / M. A. Ionescu (Dir.)  

Lausanne, EPFL, 2022. 

Memory of Motion for Initializing Optimization in Robotics

T. S. Lembono / J-M. Odobez; S. Calinon (Dir.)  

Lausanne, EPFL, 2022. 

Graph Representation Learning in Computational Pathology

G. Jaume / J-P. Thiran; M. Gabrani (Dir.)  

Lausanne, EPFL, 2022. 

Deep Learning Methods for Socially-Aware Human Trajectory Forecasting

P. A. Kothari / A. M. Alahi (Dir.)  

Lausanne, EPFL, 2022. 

LiNiO Junction Gate for High-performance Enhancement-mode GaN Power Transistor

T. Wang / E. d. N. Matioli (Dir.)  

Lausanne, EPFL, 2022. 

Strategies, Techniques and Systems for powering low-maintenance and battery-free devices through Energy Harvesting and Wireless Power Transfer

R. La Rosa / C. Dehollain; A. P. Burg (Dir.)  

Lausanne, EPFL, 2022. 

Robustness and invariance properties of image classifiers

A. Modas / P. Frossard (Dir.)  

Lausanne, EPFL, 2022. 

Combining Model Driven and Data Driven Approaches for Inverse Problems in Parameter Estimation and Image Reconstruction: From Modelling to Validation

T. Yu / J-P. Thiran; M. Bach Cuadra (Dir.)  

Lausanne, EPFL, 2022. 

Energy Efficient Sensing using Steep Slope Devices

T. Rosca / M. A. Ionescu (Dir.)  

Lausanne, EPFL, 2022. 

Auditory externalization of a remote microphone signal

V. P. O. Grimaldi / P. Vandergheynst; H. Lissek (Dir.)  

Lausanne, EPFL, 2022. 

Opinion Formation over Adaptive Networks

V. Bordignon / A. H. Sayed (Dir.)  

Lausanne, EPFL, 2022. 

2021

Computational methods for live heart imaging with speed-constrained microscopes

O. Mariani / J-M. Odobez; M. S. D. Liebling (Dir.)  

Lausanne, EPFL, 2021. 

Networks of Coupled VO2 Oscillators for Neuromorphic Computing

E. Corti / M. A. Ionescu; S. Karg (Dir.)  

Lausanne, EPFL, 2021. 

Learning strategies and representations for intuitive robot learning from demonstration

T. A. Kulak / J-M. Odobez; S. Calinon (Dir.)  

Lausanne, EPFL, 2021. 

Lightning to tall structures: Characterization, Modeling and Protection

A. Sunjerga / F. Rachidi-Haeri; M. Rubinstein (Dir.)  

Lausanne, EPFL, 2021. 

Architecture Exploration and Optimization of Heterogeneous Many-Core Compute and Memory Architectures with Architectural Extensions

Y. M. Qureshi / D. Atienza Alonso (Dir.)  

Lausanne, EPFL, 2021. 

Ultrasound Imaging: From Physical Modeling to Deep Learning

D. Perdios / J-P. Thiran (Dir.)  

Lausanne, EPFL, 2021. 

Context-Aware Image Super-Resolution Using Deep Neural Networks

M. S. Rad / J-P. Thiran (Dir.)  

Lausanne, EPFL, 2021. 

Model-based 3D Face Reconstruction

C. R. J. Ecabert / J-P. Thiran (Dir.)  

Lausanne, EPFL, 2021. 

Perceptual Quality of Point Clouds with application to Compression

E. Alexiou / T. Ebrahimi (Dir.)  

Lausanne, EPFL, 2021. 

Adaptive Body Biasing in Strong Body Factor Technologies

T. C. Müller / A. P. Burg; M. Pons Solé (Dir.)  

Lausanne, EPFL, 2021. 

Gradient-based Methods for Deep Model Interpretability

S. Srinivas / F. Fleuret; P. Frossard (Dir.)  

Lausanne, EPFL, 2021. 

Analysis of a Novel Toroidal Configuration for Hadron Therapy Gantries

E. Felcini / B. Dutoit; L. Bottura (Dir.)  

Lausanne, EPFL, 2021. 

Efficient Depth-based Deep Learning Methods for Multi-Party Pose Estimation

A. N. Martinez Gonzalez / J-M. Odobez (Dir.)  

Lausanne, EPFL, 2021. 

Augmenting the performance of impoverished sensor networks using machine learning and time reversal: Application to lightning nowcasting and location

A. Mostajabi / F. Rachidi-Haeri; M. Rubinstein (Dir.)  

Lausanne, EPFL, 2021. 

Representation Learning for Multi-relational Data

E. Bayram / P. Vandergheynst (Dir.)  

Lausanne, EPFL, 2021. 

Cryogenic MOSFET Modeling for Large-Scale Quantum Computing

A. L. M. Beckers / C. Enz (Dir.)  

Lausanne, EPFL, 2021. 

A portable picocell antenna for 5G

D. Rodríguez Avila / A. Skrivervik Favre (Dir.)  

Lausanne, EPFL, 2021. 

Optimization Methods for Control: From Embedded Programmable Hardware to Data-Driven Process Optimization

H. A. Shukla / C. N. Jones (Dir.)  

Lausanne, EPFL, 2021. 

Development and evaluation of galaxy shape measurement algorithms for radio interferometric data

V. Angelopoulos / J-P. R. Kneib (Dir.)  

Lausanne, EPFL, 2021. 

GaN vertical power devices on silicon substrates

R. M. Abdul Khadar / E. d. N. Matioli (Dir.)  

Lausanne, EPFL, 2021. 

Electrical spinal cord stimulation protocols to regulate neurological functions after spinal cord injury

S. A. Komi / G. Courtine; F. B. P. Wagner (Dir.)  

Lausanne, EPFL, 2021. 

Modeling and Inferring Attention between Humans or for Human-Robot Interactions

R. A. Siegfried / J-M. Odobez (Dir.)  

Lausanne, EPFL, 2021. 

Novel Methods for Incorporating Prior Knowledge for Automatic Speech Assessment

S. P. Dubagunta / H. Bourlard; M. Magimai Doss (Dir.)  

Lausanne, EPFL, 2021. 

Sound Field Reconstruction in a room through Sparse Recovery and its application in Room Modal Equalization

V. T. Pham / P. Vandergheynst; H. Lissek (Dir.)  

Lausanne, EPFL, 2021. 

Diamond on GaN integration for power semiconductor devices with efficient thermal management

R. Soleiman Zadeh Ardebili / E. d. N. Matioli (Dir.)  

Lausanne, EPFL, 2021. 

Methods for functional connectivity and morphometry in neonatal neuroimaging to study neurodevelopment.

S. Loukas / D. N. A. Van De Ville; P. S. Hüppi (Dir.)  

Lausanne, EPFL, 2021. 

Enhancement Mode Tri-gate GaN Power Devices and Logic Circuits

M. Zhu / E. d. N. Matioli (Dir.)  

Lausanne, EPFL, 2021. 

Development of a peripheral neuroprosthesis to elicit fine hand movements in primates

M. A. G. Badi-Dubois / S. Micera (Dir.)  

Lausanne, EPFL, 2021. 

Low-Latency High-Bandwidth Circuit and System Design for Trigger Systems in High Energy Physics

M. V. Silva Oliveira / Y. Leblebici; A. Vachoux (Dir.)  

Lausanne, EPFL, 2021. 

Discourse Phenomena in Machine Translation

L. S. Miculicich Werlen / H. Bourlard; J. Henderson (Dir.)  

Lausanne, EPFL, 2021. 

Quantitative Microstructural Imaging for Clinical Use

G. F. Piredda / J-P. Thiran; T. Kober (Dir.)  

Lausanne, EPFL, 2021. 

Quench behavior of high-temperature superconductor tapes for power applications: a strategy toward resilience

N. Riva / B. Dutoit (Dir.)  

Lausanne, EPFL, 2021. 

System-level Design of Adaptive Wearable Sensors for Health and Wellness Monitoring

E. De Giovanni / D. Atienza Alonso (Dir.)  

Lausanne, EPFL, 2021. 

Product of experts for robot learning from demonstration

E. Pignat / H. Bourlard; S. Calinon (Dir.)  

Lausanne, EPFL, 2021. 

Electromagnetic waves under nonstationary conditions, the connection with parity-time symmetry and studies on resonant systems

T. Koutserimpas / R. C. R. Fleury (Dir.)  

Lausanne, EPFL, 2021. 

Hierarchical Control of Islanded Microgrids with Flexible Structures

P. Nahata / G. Ferrari Trecate (Dir.)  

Lausanne, EPFL, 2021. 

Weakly Supervised Deep Learning Methods for Biomicroscopy

A. Shajkofci / F. Fleuret; M. S. D. Liebling (Dir.)  

Lausanne, EPFL, 2021. 

A modeling framework to understand and optimize ultrasound neuromodulation

T. Lemaire / S. Micera; E. Neufeld (Dir.)  

Lausanne, EPFL, 2021. 

Deep Learning Approaches for Auditory Perception in Robotics

W. He / J-M. Odobez; P. Motlicek (Dir.)  

Lausanne, EPFL, 2021. 

Simulation-based Microstructure Imaging: From Forward Signal Modeling to Machine Learning

J. R. Patino Lopez / J-P. Thiran (Dir.)  

Lausanne, EPFL, 2021. 

Personalizable computational models of electrical spinal cord stimulation to restore function after neurological disorders

A. Rowald / G. Courtine; M. Capogrosso (Dir.)  

Lausanne, EPFL, 2021. 

Electrical spinal cord stimulation protocols to regulate motor and autonomic functions in people with neurological disorders

R. J. Demesmaeker / G. Courtine; F. B. P. Wagner (Dir.)  

Lausanne, EPFL, 2021. 

Investigation of electrical stimulation of the optic nerve for artificial vision

V. Gaillet / D. Ghezzi (Dir.)  

Lausanne, EPFL, 2021. 

New Reliability Assessment of MEMS Components under Accumulative Testing for Space Applications

M. Auchlin / V. Gass; O. Sereda (Dir.)  

Lausanne, EPFL, 2021. 

Pushing the Limits of Efficiency and Power Density in High-Frequency Power Conversion Based on Wide-Band-Gap Technologies

A. Jafari / E. d. N. Matioli (Dir.)  

Lausanne, EPFL, 2021. 

Explainable Phonology-based Approach for Sign Language Recognition and Assessment

S. Tornay / D. Gatica-Perez; M. Magimai Doss (Dir.)  

Lausanne, EPFL, 2021. 

2020

Physical Layer Aspects of LoRa and Full-Duplex Wireless Transceivers

O. Afisiadis / A. P. Burg; A. K. Balatsoukas Stimming (Dir.)  

Lausanne, EPFL, 2020. 

Development and application of dynamic functional connectivity methods to elucidate the neural underpinnings of human behaviour with functional magnetic resonance imaging

T. W. A. Bolton / D. N. A. Van De Ville (Dir.)  

Lausanne, EPFL, 2020. 

Program compilation for large-scale quantum computers

G. Meuli / G. De Micheli; M. Soeken (Dir.)  

Lausanne, EPFL, 2020. 

Robot skills learning with Riemannian manifolds: Leveraging geometry-awareness in robot learning, optimization and control

N. L. G. Jaquier / H. Bourlard; S. Calinon (Dir.)  

Lausanne, EPFL, 2020. 

Optimization-based Control, Estimation, and Identification of Urban Road Transport Systems

I. I. Sirmatel / N. Geroliminis (Dir.)  

Lausanne, EPFL, 2020. 

Active illumination and computational Methods for Temporal and Spectral Super-Resolution Microscopy

C. Jaques / J-M. Odobez; M. S. D. Liebling (Dir.)  

Lausanne, EPFL, 2020. 

Electromagnetic Time Reversal: Theory, Application to Fault Location in Power Networks and Experimental Validation

Z. Wang / F. Rachidi-Haeri; M. Paolone (Dir.)  

Lausanne, EPFL, 2020. 

Convergence without Convexity: Sampling, Optimization, and Games

Y-P. Hsieh / V. Cevher (Dir.)  

Lausanne, EPFL, 2020. 

Graph-based regularization of inverse problems in imaging

M. Rossi / P. Frossard (Dir.)  

Lausanne, EPFL, 2020. 

From Classical to Unsupervised-Deep-Learning Methods for Solving Inverse Problems in Imaging.

H. Gupta / M. Unser (Dir.)  

Lausanne, EPFL, 2020. 

Learning stereo reconstruction with deep neural networks

S. Tulyakov / F. Fleuret; A. Ivanov (Dir.)  

Lausanne, EPFL, 2020. 

On Vacuous and Non-Vacuous Generalization Bounds for Deep Neural Networks.

K. Pitas / P. Vandergheynst (Dir.)  

Lausanne, EPFL, 2020. 

Understanding Eating And Drinking In Context From Crowdsourced Data

T. T. Phan / D. Gatica-Perez (Dir.)  

Lausanne, EPFL, 2020. 

Multi-Objective Management of Multiprocessor Systems: From Heuristics to Reinforcement Learning

A. Iranfar / D. Atienza Alonso (Dir.)  

Lausanne, EPFL, 2020. 

Central and peripheral mechanisms: a multimodal approach to understanding and restoring human motor control

N. N. Kinany / S. Micera; D. N. A. Van De Ville (Dir.)  

Lausanne, EPFL, 2020. 

Evaluation and robotic simulation of the glenohumeral joint

M. Mancuso / K. Aminian (Dir.)  

Lausanne, EPFL, 2020. 

Antennas for CubeSat Communication

M. Veljovic / A. Skrivervik Favre (Dir.)  

Lausanne, EPFL, 2020. 

Dynamic pattern recognition in large-scale graphs with applications to social networks

V. Miz / P. Vandergheynst (Dir.)  

Lausanne, EPFL, 2020. 

Motion planning for CAVs in mixed traffic, a study on roundabouts

E. González Debada / D. Gillet (Dir.)  

Lausanne, EPFL, 2020. 

Trustworthy Face Recognition: Improving Generalization of Deep Face Presentation Attack Detection

A. Mohammadi / H. Bourlard; S. Marcel (Dir.)  

Lausanne, EPFL, 2020. 

Visual Attention and Perceptual Quality in Omnidirectional Imaging

E. Upenik / T. Ebrahimi (Dir.)  

Lausanne, EPFL, 2020. 

Decoding Cognitive States under Varying Difficulty Levels

P-K. Jao / D. N. A. Van De Ville; J. d. R. Millán-Ruiz (Dir.)  

Lausanne, EPFL, 2020. 

Monitoring of Cardiovascular and Neurological Diseases Using Wearable Devices

D. Sopic / D. Atienza Alonso (Dir.)  

Lausanne, EPFL, 2020. 

Accurate Nod and 3D Gaze Estimation for Social Interaction Analysis

Y. Yu / J-M. Odobez (Dir.)  

Lausanne, EPFL, 2020. 

Good Vibrations and Unknown Excitations

D. S. H. F. El Badawy / M. Vetterli; I. Dokmanic (Dir.)  

Lausanne, EPFL, 2020. 

Multi-memristive synaptic architectures for training neural networks

I. Boybat Kara / Y. Leblebici; A. Sebastian (Dir.)  

Lausanne, EPFL, 2020. 

Learning approaches to high-fidelity optical diffraction tomography

J. Lim / D. Psaltis (Dir.)  

Lausanne, EPFL, 2020. 

Exploring dynamic functional connectivity by incorporating prior knowledge of brain structure

A. B. Tarun / D. N. A. Van De Ville (Dir.)  

Lausanne, EPFL, 2020. 

Assessment of Real-World Running With Lab-Validated Algorithms Based on Foot-Worn Inertial Sensors

M. P. Falbriard / K. Aminian (Dir.)  

Lausanne, EPFL, 2020. 

Wearable and Self-Aware Machine Learning System for Online Cognitive Workload Monitoring and Drone Control

F. I. T. Dell’Agnola / D. Atienza Alonso; D. R. Barrettino (Dir.)  

Lausanne, EPFL, 2020. 

Gait in real world: validated algorithms for gait periods and speed estimation using a single wearable sensor

A. Soltani / K. Aminian; A. Ionescu (Dir.)  

Lausanne, EPFL, 2020. 

Image Compression and Quality Assessment using Convolutional Neural Networks

P. Akyazi / T. Ebrahimi (Dir.)  

Lausanne, EPFL, 2020. 

Dynamics of brain function in preterm-born young adolescents

L. Gonçalves de Alcântara e Freitas Krikler / D. N. A. Van De Ville; P. S. Hüppi (Dir.)  

Lausanne, EPFL, 2020. 

Deep Generative Models and Applications

T. Chavdarova / F. Fleuret (Dir.)  

Lausanne, EPFL, 2020. 

Multilingual Training and Adaptation in Speech Recognition

S. Tong / H. Bourlard; P. N. Garner (Dir.)  

Lausanne, EPFL, 2020. 

Reconstruction Methods for Cryo-Electron Microscopy: From Model-based to Data-driven

L. Donati / M. Unser; D. Sage (Dir.)  

Lausanne, EPFL, 2020. 

2019

Model-based predictive control methods for distributed energy resources in smart grids.

L. Fabietti / C. N. Jones (Dir.)  

Lausanne, EPFL, 2019. 

Multimodal person recognition in audio-visual streams

D. H. N. Le / J-M. Odobez (Dir.)  

Lausanne, EPFL, 2019. 

Trustworthy speaker recognition with minimal prior knowledge using neural networks

H. Muckenhirn / H. Bourlard; M. Magimai Doss (Dir.)  

Lausanne, EPFL, 2019. 

SUBDIVIDE AND CONQUER Active Contours and Surfaces for Biomedical Image Segmentation

A. L. M-T. Badoual / M. Unser; D. Sage (Dir.)  

Lausanne, EPFL, 2019. 

Body-machine interfaces for non-homologous human-machine interactions

J. C. Miehlbradt / S. Micera (Dir.)  

Lausanne, EPFL, 2019. 

Dynamic organization of human brain function and its relevance for psychosis vulnerability

D. M. Zöller / D. N. A. Van De Ville; M. Schaer (Dir.)  

Lausanne, EPFL, 2019. 

Sparse and Low-rank Modeling for Automatic Speech Recognition

P. Dighe / H. Bourlard (Dir.)  

Lausanne, EPFL, 2019. 

Low Power Sensing and Processing in Wearable Biomedical Devices for Personalized Health Monitoring

G. C. J. Surrel / D. Atienza Alonso (Dir.)  

Lausanne, EPFL, 2019. 

Compression and visual quality assessment for light field contents

I. Viola / T. Ebrahimi (Dir.)  

Lausanne, EPFL, 2019. 

Wearable System for Real-Time Sensing of Biomarkers in Human Sweat

J. Zhang / M. A. Ionescu; M. Mazza (Dir.)  

Lausanne, EPFL, 2019. 

Synchronized Sensing for Wide-Area Situational Awareness of Electrical Grids in Non-Stationary Operating Conditions

A. Derviskadic / M. Paolone (Dir.)  

Lausanne, EPFL, 2019. 

Towards quantitative brain connectomics: microstructure informed tractography via convex optimization

M. Barakovic / J-P. Thiran; A. Daducci (Dir.)  

Lausanne, EPFL, 2019. 

Low-Complexity Optimization-Based Control: Design, Methods and Applications

I. Pejcic / C. N. Jones (Dir.)  

Lausanne, EPFL, 2019. 

Context-based Quality of Experience in Immersive Multimedia

A-F. N. M. Perrin / T. Ebrahimi (Dir.)  

Lausanne, EPFL, 2019. 

Brain-spine interface technologies to alleviate gait deficits after Parkinson’s disease

F. Raschella / S. Micera; G. Courtine (Dir.)  

Lausanne, EPFL, 2019. 

Social Sensing Methods for Analysis of Dyadic Hospitality Encounters

S. Muralidhar / D. Gatica-Perez (Dir.)  

Lausanne, EPFL, 2019. 

Kernel methods and Model predictive approaches for Learning and Control

S. S. Diwale / C. N. Jones (Dir.)  

Lausanne, EPFL, 2019. 

Multi-Objective System-Level Management of Modern Green Data Centers

A. Pahlevan / D. Atienza Alonso (Dir.)  

Lausanne, EPFL, 2019. 

Language Independent Query by Example Spoken Term Detection

D. Ram / H. Bourlard (Dir.)  

Lausanne, EPFL, 2019. 

Towards non-parametric reconstruction of axon diameter distributions using diffusion MRI and regularized discrete linear modeling

D. P. R. Romascano / J-P. Thiran; T. B. Dyrby (Dir.)  

Lausanne, EPFL, 2019. 

Learning How To Recognize Faces In Heterogeneous Environments

T. De Freitas Pereira / H. Bourlard; S. Marcel (Dir.)  

Lausanne, EPFL, 2019. 

Hardware/Software Co-Design and Reliability Analysis of Ultra-Low Power Biomedical Devices

S. S. Basu / D. Atienza Alonso (Dir.)  

Lausanne, EPFL, 2019. 

In vivo diffusion magnetic resonance imaging of the white matter microstructure from dictionaries generated by Monte Carlo simulations: development and validation

G. Rensonnet / J-P. Thiran; B. Macq (Dir.)  

Lausanne, EPFL, 2019. 

2018

Noninvasive Stroke Volume Monitoring by Electrical Impedance Tomography

F. Braun / J-P. Thiran; J. M. Sola i Caros (Dir.)  

Lausanne, EPFL, 2018. 

Word Sense Consistency in Statistical and Neural Machine Translation

X. Pu / H. Bourlard; A. Popescu-Belis (Dir.)  

Lausanne, EPFL, 2018. 

IoT Bio-Electronic Multi-Panel Device for On-line Monitoring of Anaesthesia Delivery

F. Stradolini / S. Carrara; G. De Micheli (Dir.)  

Lausanne, EPFL, 2018. 

Coordinated Optimization and Control for Smart Grids

A. Bitlislioglu / C. N. Jones (Dir.)  

Lausanne, EPFL, 2018. 

Guidance, Navigation and Control for Autonomous Rendezvous and Docking of Nano-Satellites

C. S. Pirat / V. Gass (Dir.)  

Lausanne, EPFL, 2018. 

Distributed Optimization and Control using Operator Splitting Methods

G. Stathopoulos / C. N. Jones (Dir.)  

EPFL, 2018. 

Microwave Imaging of Brain Stroke : Contributions to Modeling and Inverse Problem Resolution

M. Bjelogrlic / J-P. Thiran; M. Mattes (Dir.)  

Lausanne, EPFL, 2018. 

Development of a monolithic near-field optomechanical system

R. D. Schilling / T. Kippenberg (Dir.)  

Lausanne, EPFL, 2018. 

Ultra-coherent nano-mechanical resonators for quantum optomechanics at room temperature

A. H. Ghadimi / T. Kippenberg (Dir.)  

Lausanne, EPFL, 2018. 

A Computational Approach for the Design of Epidural Electrical Spinal Cord Stimulation Strategies to Enable Locomotion after Spinal Cord Injury

E. Formento / S. Micera; G. Courtine (Dir.)  

Lausanne, EPFL, 2018. 

Neural correlates of performance monitoring during discrete and continuous tasks

M. E. A. Pereira / J. d. R. Millán Ruiz (Dir.)  

Lausanne, EPFL, 2018. 

Self-Heating Aware Design of ICs in Deep Sub-Micron FDSOI and Bulk Technologies

C. Baltaci / Y. Leblebici; T. Toifl (Dir.)  

Lausanne, EPFL, 2018. 

Phonetic aware techniques for Speaker Verification

S. Dey / H. Bourlard; P. Motlicek (Dir.)  

Lausanne, EPFL, 2018. 

Imaging from Echoes: On Inverse Problems in Ultrasound

A. G. J. Besson / J-P. Thiran; Y. Wiaux (Dir.)  

Lausanne, EPFL, 2018. 

MVDC Distribution Fed High Power Multi-Motor Drives

U. Javaid / D. Dujic; W. Van der Merwe (Dir.)  

EPFL, 2018. 

Characteristics of Upward Lightning Flashes

M. Azadifar / F. Rachidi-Haeri; M. Paolone (Dir.)  

Lausanne, EPFL, 2018. 

Theory and Algorithms for Hypothesis Transfer Learning

I. Kuzborskij / H. Bourlard; B. Caputo (Dir.)  

Lausanne, EPFL, 2018. 

Time-resolved Single-photon Detector Arrays for High Resolution Near-infrared Optical Tomography

S. A. Lindner / E. Charbon; M. Wolf (Dir.)  

Lausanne, EPFL, 2018. 

Dynamic Modeling of Magnetic Components for Circuit Simulation of Power Electronic Systems

M. Luo / D. Dujic; J. Allmeling (Dir.)  

Lausanne, EPFL, 2018. 

A Data-Driven Frequency-Domain Approach for Robust Controller Design via Convex Optimization

A. Nicoletti / A. Karimi; M. Martino (Dir.)  

Lausanne, EPFL, 2018. 

Network utility maximization for delay-sensitive applications in unknown communication settings

S. D’Aronco / P. Frossard (Dir.)  

Lausanne, EPFL, 2018. 

Development and Optimization of Methods for Accelerated Magnetic Resonance Imaging

T. Hilbert / J-P. Thiran; G. Krüger (Dir.)  

Lausanne, EPFL, 2018. 

3-Dimensional Ultrasound Imaging for Medical Telesonography: Algorithms and Architectures

A. M. N. A. Ibrahim / G. De Micheli; F. Angiolini (Dir.)  

Lausanne, EPFL, 2018. 

Visual speech recognition : from traditional to deep learning frameworks

M. Zimmermann / J-P. Thiran (Dir.)  

Lausanne, EPFL, 2018. 

Topics in Educational Cyber-Physical Labs : Configurations, Data Collection and Analysis

W. Halimi / D. Gillet; C. Salzmann (Dir.)  

Lausanne, EPFL, 2018. 

Learning embeddings: efficient algorithms and applications

C. Jose / F. Fleuret (Dir.)  

EPFL, 2018. 

Signal processing techniques for cardiovascular monitoring applications using conventional and video-based photoplethysmography

S. Fallet / J-M. Vesin (Dir.)  

EPFL, 2018. 

Frequency-Domain Control Design in Power Systems

C. M. Kammer / A. Karimi (Dir.)  

Lausanne, EPFL, 2018. 

Nano-electromechanical systems based on ultra-thin semiconductors

S. Manzeli / A. Kis (Dir.)  

Lausanne, EPFL, 2018. 

Learning-Based Hardware Design for Data Acquisition Systems

C. Aprile / V. Cevher; Y. Leblebici (Dir.)  

Lausanne, EPFL, 2018. 

Designing sensory feedback approaches for restoring touch and position feedback in upper limb amputees

E. D’Anna / S. Micera (Dir.)  

Lausanne, EPFL, 2018. 

Novel Low Complexity Biomedical Signal Processing Techniques for Online Applications

S. Yazdani / J-M. Vesin (Dir.)  

Lausanne, EPFL, 2018. 

Low-dimensional data embedding for scalable astronomical imaging in the SKA telescope era

V. Kartik / J-P. Thiran; Y. Wiaux (Dir.)  

Lausanne, EPFL, 2018. 

2017

Gaussian versus Sparse Stochastic Processes : Construction, Regularity, Compressibility

J. R. Fageot / M. Unser (Dir.)  

Lausanne, EPFL, 2017. 

From recommender systems to spatio-temporal dynamics with network science

K. M. Benzi / P. Vandergheynst (Dir.)  

Lausanne, EPFL, 2017. 

Hyperpolarized Magnetic Resonance Methods to Investigate Metabolic Pathways in Liver and Immune Cells

E. Can / A. Comment; R. Gruetter (Dir.)  

Lausanne, EPFL, 2017. 

Landmark Active Contours for Bioimage Analysis : A Tale of Points and Curves

V. S. Uhlmann / M. Unser (Dir.)  

Lausanne, EPFL, 2017. 

Antennas for low-cost Ka-band ground terminal devices

J. R. Alves dos Santos Silva / J. R. Mosig; C. A. Cardoso Fernandes (Dir.)  

Lausanne, EPFL, 2017. 

Resonant structures for vapor-cell atomic clocks

A. E. Ivanov / A. Skrivervik Favre (Dir.)  

Lausanne, EPFL, 2017. 

Signal Processing Approaches for Cardio-Respiratory Biosignals with an Emphasis on Mobile Health Applications

L. Mirmohamadsadeghi / J-M. Vesin (Dir.)  

Lausanne, EPFL, 2017. 

Electromagnetic Inspired Acoustic Metamaterials : Studying the Applications of Sound-Metastructures Interactions Based on Different Wave Phenomena

S. H. Seyyed Esfahlani / J. R. Mosig; H. Lissek (Dir.)  

Lausanne, EPFL, 2017. 

Wearable systems for grasp rehabilitation after stroke

A. Crema / S. Micera; J. d. R. Millán Ruiz (Dir.)  

Lausanne, EPFL, 2017. 

Sparse inverse problems for Fourier imaging : applications to Optical Interferometry and Diffusion Magnetic Resonance Imaging

A. Auría Rasclosa / J-P. Thiran; Y. Wiaux (Dir.)  

Lausanne, EPFL, 2017. 

Intonation Modelling for Speech Synthesis and Emphasis Preservation

P-E. J. C. Honnet / H. Bourlard; P. N. Garner (Dir.)  

Lausanne, EPFL, 2017. 

Predictive Control of Buildings for Demand Response and Ancillary Services Provision

F. A. Qureshi / C. N. Jones (Dir.)  

Lausanne, EPFL, 2017. 

Predictive Control methods for Building Control and Demand Response

T. T. Gorecki / C. N. Jones (Dir.)  

Lausanne, EPFL, 2017. 

Non-invasive hemodynamic monitoring by electrical impedance tomography

M. Proença / J-P. Thiran; M. Lemay (Dir.)  

Lausanne, EPFL, 2017. 

Spline Shape Processing : Representation, Learning, and Modeling

D. A. Schmitter / M. Unser; D. Sage (Dir.)  

Lausanne, EPFL, 2017. 

On Modeling the Synergy Between Acoustic and Lexical Information for Pronunciation Lexicon Development

M. Razavi / H. Bourlard; M. Magimai Doss (Dir.)  

Lausanne, EPFL, 2017. 

Towards 3D facial morphometry : facial image analysis applications in anesthesiology and 3D spectral nonrigid registration

G. L. Cuendet / J-P. Thiran (Dir.)  

Lausanne, EPFL, 2017. 

Robust Eye Tracking Based on Adaptive Fusion of Multiple Cameras

N. M. Arar / J-P. Thiran (Dir.)  

Lausanne, EPFL, 2017. 

Data-driven fundamental models for pedestrian movements

M. Nikolić / M. Bierlaire (Dir.)  

Lausanne, EPFL, 2017. 

High-Speed Wireline Link Design

H. Yüksel / A. P. Burg; T. Toifl (Dir.)  

Lausanne, EPFL, 2017. 

Large-Scale Image Segmentation with Convolutional Networks

P. H. Oliveira Pinheiro / H. Bourlard; R. Collobert (Dir.)  

Lausanne, EPFL, 2017. 

Brain-controlled neuroprosthetic interventions to restore locomotion after contusion spinal cord injury in the rat

M. Bonizzato / S. Micera; G. Courtine (Dir.)  

Lausanne, EPFL, 2017. 

Object Detection with Active Sample Harvesting

O. Canévet / F. Fleuret (Dir.)  

Lausanne, EPFL, 2017. 

Systematic Design Space Exploration of Dynamic Dataflow Programs for Multi-core Platforms

M. M. Michalska / M. Mattavelli (Dir.)  

Lausanne, EPFL, 2017. 

Drift Reduction for Inertial Sensor Based Orientation and Position Estimation in the Presence of High Dynamic Variability During Competitive Skiing and Daily-Life Walking

B. Fasel / K. Aminian (Dir.)  

Lausanne, EPFL, 2017. 

Neurofeedback Using Real-Time fMRI : Impact on Functional Network Organization

R. R. Kopel / D. N. A. Van De Ville; S. Haller (Dir.)  

Lausanne, EPFL, 2017. 

Graph-based structures in data science : fundamental limits and applications to machine learning

N. Perraudin / P. Vandergheynst (Dir.)  

Lausanne, EPFL, 2017. 

Graph-based Methods for Visualization and Clustering

J. Paratte / P. Vandergheynst (Dir.)  

Lausanne, EPFL, 2017. 

On Decoupling Chemical Reaction Systems : Methods, Analysis and Applications

S. Srinivasan / D. Bonvin; J. L. Billeter (Dir.)  

Lausanne, EPFL, 2017. 

A multimodal framework for the design and the assessment of robotic-assisted treatments for motor disorders

E. Pirondini / S. Micera (Dir.)  

Lausanne, EPFL, 2017. 

Versatile short-wave and mid-infrared sources based on wideband parametric conversion

A. Billat / C. S. Brès (Dir.)  

Lausanne, EPFL, 2017. 

Electricity market operations under increasing uncertainty

F. Abbaspourtorbati / S-R. Cherkaoui; A. J. Conejo (Dir.)  

Lausanne, EPFL, 2017. 

Optimal Representations of Sparse Stochastic Processes with Applications in Image Processing

P. Pad / M. Unser (Dir.)  

Lausanne, EPFL, 2017. 

Privacy-Friendly Photo Sharing and Relevant Applications Beyond

L. Yuan / T. Ebrahimi (Dir.)  

Lausanne, EPFL, 2017. 

Visual Analysis of Maya Glyphs via Crowdsourcing and Deep Learning

G. Can / D. Gatica-Perez; J-M. Odobez (Dir.)  

Lausanne, EPFL, 2017. 

2016

Individual and Inter-related Action Unit Detection in Videos for Affect Recognition

A. Yüce / J-P. Thiran; D. Sander (Dir.)  

Lausanne, EPFL, 2016. 

Towards End-to-End Speech Recognition

D. Palaz / H. Bourlard; R. Collobert (Dir.)  

Lausanne, EPFL, 2016. 

Theory, design and measurement of near-optimal graphene reconfigurable and non-reciprocal devices at terahertz frequencies

M. Tamagnone / J. R. Mosig; M. A. Ionescu (Dir.)  

Lausanne, EPFL, 2016. 

Sparsity-Based Data Reconstruction Models for Biomedical Imaging

E. Bostan / M. Unser (Dir.)  

Lausanne, EPFL, 2016. 

Real-Time Computational Gigapixel Multi-Camera Systems

V. Popovic / Y. Leblebici (Dir.)  

Lausanne, EPFL, 2016. 

Exact Convex Modeling of the Optimal Power Flow for the Operation and Planning of Active Distribution Networks with Energy Storage Systems

M. Nick / M. Paolone; S-R. Cherkaoui (Dir.)  

Lausanne, EPFL, 2016. 

Hardware/Software Co-Design of Ultra-Low Power Biomedical Monitors

R. Braojos Lopez / D. Atienza Alonso (Dir.)  

Lausanne, EPFL, 2016. 

Robust image classification : analysis and applications

A. Fawzi / P. Frossard (Dir.)  

Lausanne, EPFL, 2016. 

Learning Explainable User Sentiment and Preferences for Information Filtering

N. Pappas / H. Bourlard; A. Popescu-Belis (Dir.)  

Lausanne, EPFL, 2016. 

Computational Analysis of Urban Places Using Mobile Crowdsensing

D. Santani / D. Gatica-Perez (Dir.)  

Lausanne, EPFL, 2016. 

Microarchitectural Low-Power Design Techniques for Embedded Microprocessors

J. H-F. Constantin / A. P. Burg; D. Atienza Alonso (Dir.)  

Lausanne, EPFL, 2016. 

Fast Simulation of Electromagnetic Transients in Power Systems : Numerical Solvers and their Coupling with the Electromagnetic Time Reversal Process

R. Razzaghi / M. Paolone; F. Rachidi-Haeri (Dir.)  

Lausanne, EPFL, 2016. 

Word Sequence Modeling using Deep Learning : an End-to-end Approach and its Applications

J. Y. R. Legrand / H. Bourlard; R. Collobert (Dir.)  

Lausanne, EPFL, 2016. 

Hardware Implementation and Applications of High Performance Multiple Camera Architectures

K. Seyid / Y. Leblebici (Dir.)  

Lausanne, EPFL, 2016. 

Trustworthy Biometric Verification under Spoofing Attacks : Application to the Face Mode

I. Chingovska / H. Bourlard; S. Marcel (Dir.)  

Lausanne, EPFL, 2016. 

Decomposition Strategies for Nonconvex Problems, a Parametric Approach

J-H. Hours / C. N. Jones (Dir.)  

Lausanne, EPFL, 2016. 

Methods and Performance Assessment of PMU-based Real-Time State Estimation of Active Distribution Networks

S. Sarri / M. Paolone (Dir.)  

Lausanne, EPFL, 2016. 

CMOS ASIC Design of Multi-frequency Multi-constellation GNSS Front-ends

S. Ghamari / P-A. Farine; C. Botteron (Dir.)  

Lausanne, EPFL, 2016. 

Embedding Local Quality Measures in Minutiae-Based Biometric Recognition

M. H. Izadi / A. Drygajlo (Dir.)  

Lausanne, EPFL, 2016. 

Graph Signal Processing : Sparse Representation and Applications

N. Thanou / P. Frossard (Dir.)  

Lausanne, EPFL, 2016. 

Multilevel-cell phase-change memory : modeling and reliability framework

A. Athmanathan / Y. Leblebici; M. Stanisavljevic (Dir.)  

Lausanne, EPFL, 2016. 

Local Geometric Transformations in Image Analysis

Z. Püspöki / M. Unser (Dir.)  

Lausanne, EPFL, 2016. 

Modulation, Coding, and Receiver Design for Gigabit mmWave Communication

N. A. Preyss / A. P. Burg (Dir.)  

Lausanne, EPFL, 2016. 

Room Modal Equalisation with Electroacoustic Absorbers

E. T. J-L. Rivet / P. Vandergheynst; H. Lissek (Dir.)  

Lausanne, EPFL, 2016. 

Motion Correction in Magnetic Resonance Imaging Using the Signal of Free-Induction-Decay

M. V. Waszak / R. Gruetter; G. Krüger (Dir.)  

Lausanne, EPFL, 2016. 

Quality of Experience in Immersive Video Technologies

P. Hanhart / T. Ebrahimi (Dir.)  

Lausanne, EPFL, 2016. 

Locating transient disturbance sources and modelling their interaction with transmission lines : use of electromagnetic time reversal and asymptotic theory

G. Lugrin / F. Rachidi-Haeri; S-R. Cherkaoui (Dir.)  

Lausanne, EPFL, 2016. 

Splitting Methods for Distributed Optimization and Control

Y. Pu / C. N. Jones; M. N. Zeilinger (Dir.)  

Lausanne, EPFL, 2016. 

Contribution to the study of the vulnerability of critical systems to Intentional Electromagnetic Interference (IEMI)

N. Mora Parra / F. Rachidi-Haeri; I. Junqua (Dir.)  

Lausanne, EPFL, 2016. 

Design of novel radiating elements for SATCOM phased arrays in Ku-Band

B. F. Hornecker / J. R. Mosig; N. Vukadinovic (Dir.)  

Lausanne, EPFL, 2016. 

Reliability and Adaptive Assistance in Brain-Computer Interfaces

S. Saeedi / J. d. R. Millán Ruiz (Dir.)  

Lausanne, EPFL, 2016. 

Challenges and Solutions to Next-Generation Single-Photon Imagers

S. Burri / E. Charbon (Dir.)  

Lausanne, EPFL, 2016. 

Shapes from Pixels

M. Fatemi / M. Vetterli (Dir.)  

Lausanne, EPFL, 2016. 

“Can you hear me now?” : Automatic assessment of background noise intrusiveness and speech intelligibility in telecommunications

R. M. Ullmann / H. Bourlard (Dir.)  

Lausanne, EPFL, 2016. 

Word Embeddings for Natural Language Processing

R. P. Lebret / H. Bourlard; R. Collobert (Dir.)  

Lausanne, EPFL, 2016. 

Spatial hearing rendering in wireless microphone systems for binaural hearing aids

G. A. Courtois / P. Vandergheynst; H. Lissek (Dir.)  

Lausanne, EPFL, 2016. 

Advanced methods for the evaluation of lightning incidence over large areas, wind turbine parks and tall towers

A. Smorgonskii / F. Rachidi-Haeri; M. Rubinstein (Dir.)  

Lausanne, EPFL, 2016. 

Fixed-structure Control of LTI Systems with Polytopic-type Uncertainty : Application to Inverter-interfaced Microgrids

M. S. Sad Abadi / A. Karimi (Dir.)  

Lausanne, EPFL, 2016. 

Assessment of Image Quality Requirements in Magnetic Resonance Imaging for Quantitative Brain Morphometry

P. Falkovskiy / J-P. Thiran; G. Krüger (Dir.)  

Lausanne, EPFL, 2016. 

2015

Low-Power Circuit and System Design for Epileptic Seizure Detection at High Spatiotemporal Resolution

M. Shoaran / A. Schmid; Y. Leblebici (Dir.)  

Lausanne, EPFL, 2015. 

The topology of structural brain connectivity in diseases and spatio-temporal connectomics

A. Griffa / J-P. Thiran; P. Hagmann (Dir.)  

Lausanne, EPFL, 2015. 

Signal structure: from manifolds to molecules and structured sparsity

S. Karygianni / P. Frossard (Dir.)  

Lausanne, EPFL, 2015. 

Enabling Speech Applications using Ad Hoc Microphone Arrays

M. Taghizadeh / H. Bourlard; P. N. Garner (Dir.)  

Lausanne, EPFL, 2015. 

Image processing on reconfigurable hardware for continuous monitoring of fluorescent biomarkers in cell cultures

J. M. Ghaye / S. Carrara; G. De Micheli (Dir.)  

Lausanne, EPFL, 2015. 

Modeling of Long-Term Multipactor Evolution in Microwave Components Including Dielectric Layers

A. Sounas / J. R. Mosig; M. Mattes (Dir.)  

Lausanne, EPFL, 2015. 

3D Gaze Estimation from Remote RGB-D Sensors

K. A. Funes Mora / J-M. Odobez (Dir.)  

Lausanne, EPFL, 2015. 

Automatic social role recognition and its application in structuring multiparty interactions

A. Sapru / H. Bourlard (Dir.)  

Lausanne, EPFL, 2015. 

A mixed-signal computer architecture and its application to power system problems

T. Kyriakidis / M. Kayal; S-R. Cherkaoui (Dir.)  

Lausanne, EPFL, 2015. 

Global tractography with embedded anatomical priors and microstructure information for quantitative connectomics

A. Lemkaddem / J-P. Thiran (Dir.)  

Lausanne, EPFL, 2015. 

Exploring information retrieval using image sparse representations : from circuit designs and acquisition processes to specific reconstruction algorithms

W. Guicquéro / P. Vandergheynst; A. Dupret (Dir.)  

Lausanne, EPFL, 2015. 

Synergy of hyperspectral and microwave remote sensing data to derive bio- and geo-physical parameters for land applications

J. Stamenković / J-P. Thiran (Dir.)  

Lausanne, EPFL, 2015. 

Non-linear Recovery of Sparse Signal Representations with Applications to Temporal and Spatial Localization

Z. Doǧan / D. Van De Ville; T. Blu (Dir.)  

Lausanne, EPFL, 2015. 

Robust Wearable UHF Antennas for Security Applications

J. Trajkovikj / A. Skrivervik (Dir.)  

Lausanne, EPFL, 2015. 

Modeling Users’ Information Needs in a Document Recommender for Meetings

M. Habibi / H. Bourlard; A. Popescu-Belis (Dir.)  

Lausanne, EPFL, 2015. 

Structure Modeling of High Dimensional Data : New Algorithms and Applications

M. Hosseini Kamal / P. Vandergheynst (Dir.)  

Lausanne, EPFL, 2015. 

Speaker diarization of spontaneous meeting room conversations

S. H. Yella / H. Bourlard (Dir.)  

Lausanne, EPFL, 2015. 

Real-Time Optimization via Directional Modifier Adaptation, with Application to Kite Control

S. Costello / D. Bonvin; G. François (Dir.)  

Lausanne, EPFL, 2015. 

Energy and Reserve Management in Interconnected Systems including Electric Railway and Public Power Grids : Operation, Market Strategies and Capacity Expansion

M. Bozorg / S-R. Cherkaoui (Dir.)  

Lausanne, EPFL, 2015. 

Discourse-level features for statistical machine translation

T. Meyer / H. Bourlard; A. Popescu-Belis (Dir.)  

Lausanne, EPFL, 2015. 

Integrated Electronics to Control and Readout Electrochemical Biosensors for Implantable Applications

S. S. Ghoreishizadeh / G. De Micheli; S. Carrara (Dir.)  

Lausanne, EPFL, 2015. 

Reconfigurable Antennas for Beam-Space MIMO Transmission with a Single Radio

M. Yousefbeiki / J. R. Mosig; A. P. Burg (Dir.)  

Lausanne, EPFL, 2015. 

Sparsity-Driven Statistical Inference for Inverse Problems

U. Kamilov / M. Unser (Dir.)  

Lausanne, EPFL, 2015. 

Analysis and optimization of dynamic dataflow programs

S. Casale-Brunet / M. Mattavelli (Dir.)  

Lausanne, EPFL, 2015. 

Signaling in 3-D integrated circuits, benefits and challenges

S. Rahimian Omam / G. De Micheli (Dir.)  

Lausanne, EPFL, 2015. 

Energy-Efficient Co-Design Optimization of Many-Core Platforms for Big-Data Streaming Applications

K. Kanoun / D. Atienza Alonso; C. Piguet (Dir.)  

Lausanne, EPFL, 2015. 

Computational Analysis Of Behavior In Employment Interviews And Video Resumes

L. S. Nguyen / D. Gatica-Perez (Dir.)  

Lausanne, EPFL, 2015. 

Optimized Coding Strategies for Interactive Multiview Video

A. K. De Abreu Goes / P. Frossard; F. M. Bernardo Pereira (Dir.)  

Lausanne, EPFL, 2015. 

Physical activity monitoring based on wearable technology combining inertial and barometric pressure sensors : application to stroke patients

F. Massé / K. Aminian (Dir.)  

Lausanne, EPFL, 2015. 

High Performance Reconstruction Framework for Straight Ray Tomography : from Micro to Nano Resolution Imaging

M. Nilchian / M. Unser (Dir.)  

Lausanne, EPFL, 2015. 

Evaluation of audio source separation in the context of 3D audio

L. Rohr / J. R. Mosig; H. Lissek (Dir.)  

Lausanne, EPFL, 2015. 

Connectomics across development : towards mapping brain structure from birth to childhood

E. Fischi Gomez / J-P. Thiran (Dir.)  

Lausanne, EPFL, 2015. 

Real-Time High-Resolution Multiple-Camera Depth Map Estimation Hardware and Its Applications

A. Akin / Y. Leblebici; A. Schmid (Dir.)  

Lausanne, EPFL, 2015. 

Distributed Multi-Robot Learning using Particle Swarm Optimization

E. L. Di Mario / A. Martinoli (Dir.)  

Lausanne, EPFL, 2015. 

Multi-band reflectarray antennas in Ku and THz frequency bands

H. Hasani / A. Skrivervik; C. Peixeiro (Dir.)  

Lausanne, EPFL, 2015. 

Visuomotor Coordination in Reach-To-Grasp Tasks: From Humans to Humanoids and Vice Versa

L. Lukic / A. Billard; J. Santos-Victor (Dir.)  

Lausanne, EPFL, 2015. 

2014

Tractable Approaches to Learning and Planning in High Dimensions

L. Lefakis / F. Fleuret (Dir.)  

Lausanne, EPFL, 2014. 

Semi-supervised and unsupervised kernel-based novelty detection with application to remote sensing images

F. de Morsier / J-P. Thiran; M. Borgeaud (Dir.)  

Lausanne, EPFL, 2014. 

On Voltage and Frequency Control in Multi-Area Power Systems Security

O. Alizadeh Mousavi / R. Cherkaoui (Dir.)  

Lausanne, EPFL, 2014. 

Design of Digital SoC for Operation at High Temperatures

R. Cojbasic / Y. Leblebici (Dir.)  

Lausanne, EPFL, 2014. 

Design Methodologies for Application-Oriented Embedded Systems Under Variable Performance/Constraints Tradeoffs

I. Beretta / D. Atienza Alonso (Dir.)  

Lausanne, EPFL, 2014. 

Active Control mitigating the Ear Canal Occlusion Effect caused by Hearing Aids

T. S. Zurbrügg / J. R. Mosig; H. Lissek (Dir.)  

Lausanne, EPFL, 2014. 

Ultra-Low-Temperature Silicon and Germanium-on-Silicon Avalanche Photodiodes : Modeling, Design, and Characterization

M. Aminian / E. Charbon (Dir.)  

Lausanne, EPFL, 2014. 

Grapheme-based Automatic Speech Recognition using Probabilistic Lexical Modeling

R. Rasipuram / H. Bourlard; M. Magimai Doss (Dir.)  

Lausanne, EPFL, 2014. 

Small antennas as wireless system components

N. Pires / A. Skrivervik; A. M. R. G. Alves Moreira (Dir.)  

Lausanne, EPFL, 2014. 

The Mixed Potential Integral Equation for New Multilayered Structures Including Conductive Shee : Analytical and Numerical Techniques

I. Koufogiannis / J. R. Mosig; M. Mattes (Dir.)  

Lausanne, EPFL, 2014. 

Saliency-based representations and multi-component classifiers for visual scene recognition

M. Fornoni / H. Bourlard; B. Caputo (Dir.)  

Lausanne, EPFL, 2014. 

Inferring Visual Attention and Addressee in Human Robot Interaction

S. Sheikhi / J-M. Odobez (Dir.)  

Lausanne, EPFL, 2014. 

Scalable Simulation Methodologies for Many-Core Heterogeneous Systems

S. Raghav / D. Atienza Alonso (Dir.)  

Lausanne, EPFL, 2014. 

Energy Efficient VLSI Circuits for MIMO-WLAN

C. C. S. D. Senning / A. P. Burg (Dir.)  

Lausanne, EPFL, 2014. 

From Fixed-Order Gain-Scheduling to Fixed-Structure LPV Controller Design

Z. Emedi / A. Karimi (Dir.)  

Lausanne, EPFL, 2014. 

Emotion Detection and Recognition based on Brain and Peripheral Physiological Signals

E. Kroupi / T. Ebrahimi (Dir.)  

Lausanne, EPFL, 2014. 

Multi-Band Outphasing Power Amplifier Design for Mobile and Base Stations

O. Talebi Amiri / C. Dehollain; A. Koukab (Dir.)  

Lausanne, EPFL, 2014. 

Smart Imaging and On-Focal-Plane Image Acquisition and Processing in Standard CMOS Technology

N. Katic / Y. Leblebici; A. Schmid (Dir.)  

Lausanne, EPFL, 2014. 

Human Tracking and Pose Estimation in Open Spaces

A. Heili / J-M. Odobez (Dir.)  

Lausanne, EPFL, 2014. 

Human Body Proximity Effects on Ultra-Wideband Antennas

M. Koohestani / A. Skrivervik; A. M. R. G. Alves Moreira (Dir.)  

Lausanne, EPFL, 2014. 

Objective Assessment of Swimming Biomechanics Using Wearable Inertial Sensors

F. Dadashi / K. Aminian (Dir.)  

Lausanne, EPFL, 2014. 

Efficient compressive sampling strategies and novel reconstruction methods with applications in MRI

G. Puy / P. Vandergheynst (Dir.)  

Lausanne, EPFL, 2014. 

Novel ECG and Intracardiac Electrograms Signal Processing Schemes for Predicting the Outcome of Atrial Fibrillation Catheter Ablation

A. Buttu / J-M. Vesin; E. Pruvot (Dir.)  

Lausanne, EPFL, 2014. 

Compressed sensing : a universal energy-efficient compression scheme for biosignals on wireless body sensor nodes

H. Mamaghanian / D. Atienza Alonso; P. Vandergheynst (Dir.)  

Lausanne, EPFL, 2014. 

Modeling and Control for the Treatment of Type 1 Diabetes : An Approach Based on Therapy Parameters

A. Bock / D. Gillet; G. François (Dir.)  

Lausanne, EPFL, 2014. 

Horn Antennas and Dual-Polarized Circuits in Substrate Integrated Waveguide (SIW) Technology

M. Esquius Morote / J. R. Mosig (Dir.)  

Lausanne, EPFL, 2014. 

Mutual learning and spelling in motor imagery brain-computer interfaces

S. Perdikis / J. d. R. Millán (Dir.)  

Lausanne, EPFL, 2014. 

Kinematics Estimation and Loosening Detection in Smart Knee Prostheses

A. Arami / K. Aminian (Dir.)  

Lausanne, EPFL, 2014. 

Multi-View Signal Processing and Learning on Graphs

X. Dong / P. Frossard; P. Vandergheynst (Dir.)  

Lausanne, EPFL, 2014. 

Scalable Probabilistic Models for Face and Speaker Recognition

L. El Shafey / H. Bourlard; S. Marcel (Dir.)  

Lausanne, EPFL, 2014. 

2013

Computational Analysis and Methods for Electromagnetic Exposure Limits, Antenna Optimization and Cell Phone Design

C. Xi Lin / J. R. Mosig; N. Chavannes (Dir.)  

Lausanne, EPFL, 2013. 

Rate allocation and optimized decoding in inter-session network coding

E. Bourtsoulatze / P. Frossard (Dir.)  

Lausanne, EPFL, 2013. 

Segmentation and Tracking in High-Throughput Bioimaging

R. Delgado Gonzalo / M. Unser (Dir.)  

Lausanne, EPFL, 2013. 

Circularly Polarized multi-beam Antenna System for High-Altitude-Platforms

M. Letizia / J. R. Mosig (Dir.)  

Lausanne, EPFL, 2013. 

Reserve services management in multi-area power system under uncertainty

A. Ahmadi Khatir / R. Cherkaoui (Dir.)  

Lausanne, EPFL, 2013. 

Inverse Solutions for Brain Computer Interface

M. K. Goel; J. d. R. Millán / R. Chavarriaga Lozano (Dir.)  

Lausanne, EPFL, 2013. 

Thermal Simulation of Liquid-Cooled Integrated Circuits

A. R. Mahankali Sridhar / D. Atienza Alonso (Dir.)  

Lausanne, EPFL, 2013. 

Adaptive revelance feedback for large-scale image retrieval

N. Suditu / F. Fleuret (Dir.)  

Lausanne, EPFL, 2013. 

Dynamic Classifier Fusion for Multi-sensory Activity Recognition

H. Sagha / J. d. R. Millán Ruiz; R. Chavarriaga Lozano (Dir.)  

Lausanne, EPFL, 2013. 

Modelling of 2G HTS Coated Conductors for Fault Current Limiter Applications

D. Colangelo / B. Dutoit (Dir.)  

Lausanne, EPFL, 2013. 

Advanced Topological Solutions for Improving the Security of Large Scale Power Systems

L. Bizumić / R. Cherkaoui (Dir.)  

Lausanne, EPFL, 2013. 

Unified Framework of Feature Based Adaptation for Statistical Speech Synthesis and Recognition

L. Babu Saheer / H. Bourlard (Dir.)  

Lausanne, EPFL, 2013. 

Compressed Optical Imaging

A. Bourquard / M. Unser (Dir.)  

Lausanne, EPFL, 2013. 

Analytical Methods for the Study and Design of Integrated Switched Oscillators and Antennas for Mesoband Radiation

J. F. Vega Stavro / F. Rachidi-Haeri (Dir.)  

Lausanne, EPFL, 2013. 

Multiple Comparison Procedures for Large Correlated Data with Application to Brain Connectivity Analysis

D. E. Meskaldji / J-P. Thiran; S. Morgenthaler (Dir.)  

Lausanne, EPFL, 2013. 

Mining Conversational Social Video

J. I. Biel Tres / D. Gatica-Perez (Dir.)  

Lausanne, EPFL, 2013. 

Learning to Learn by Exploiting Prior Knowledge

T. Tommasi / H. Bourlard; B. Caputo (Dir.)  

Lausanne, EPFL, 2013. 

Model-based Sparse Component Analysis for Multiparty Distant Speech Recognition

A. Asaei / H. Bourlard (Dir.)  

Lausanne, EPFL, 2013. 

Sparsity-Promoting Spatiotemporal Regularization for Data Mining in Functional Magnetic Resonance Imaging

F. I. Karahanoglu / D. Van De Ville (Dir.)  

Lausanne, EPFL, 2013. 

Geometric Variational Models for Inverse Problems in Imaging

V. Estellers Casas / J-P. Thiran (Dir.)  

Lausanne, EPFL, 2013. 

Distributed detection, reconstruction and interpolation for sensor network data

T. Tosic / P. Frossard (Dir.)  

Lausanne, EPFL, 2013. 

Multi-level Optimization Methodologies for Thermally Reliable Multi-Core Architectures

M. M. S. Aly / D. Atienza Alonso (Dir.)  

Lausanne, EPFL, 2013. 

Computational Methods for Audio-Visual Analysis of Emergent Leadership in Teams

D. Sanchez Cortes / D. Gatica-Perez (Dir.)  

Lausanne, EPFL, 2013. 

Automatic Personality Perception : Inferring Personality Traits from Nonverbal Vocal Behavior

G. Mohammadi / H. Bourlard; A. Vinciarelli (Dir.)  

Lausanne, EPFL, 2013.