EDEE Published Theses

2025

Vital Signs and Human Activity Sensing with Wireless Systems

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

Lausanne, EPFL, 2025. 

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

L. Zhang / S. Roke (Dir.)  

Lausanne, EPFL, 2025. 

Variable-Precision SIMD Arithmetic for Edge AI

P. Yu / D. Atienza Alonso (Dir.)  

Lausanne, EPFL, 2025. 

Drone-Based Urban Traffic Monitoring and User Behavior Prediction

S. Kim / N. Geroliminis (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. 

Applications of Data-driven Predictive Control to Building Energy Systems

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

Reinforcement Learning by Networked Agents

A. Zhaikhan / A. H. Sayed (Dir.)  

Lausanne, EPFL, 2025. 

Excitonic devices based on van der Waals heterostructures

E. Lopriore / A. Kis (Dir.)  

Lausanne, EPFL, 2025. 

Unified and Multimodal Learning for Gaze Prediction in Naturalistic Settings

A. Gupta / J-M. Odobez (Dir.)  

Lausanne, EPFL, 2025. 

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

R. Medina Morillas / D. Atienza Alonso (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. 

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

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

Bayesian Optimization with Constraints, Structure and Human Feedback

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

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

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

Lausanne, EPFL, 2025. 

Text-Graph Encoders and Retrieval-Augmented Generation

A. C. Coman / 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. 

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

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

Lausanne, EPFL, 2025. 

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

Y. Ren / A. P. Burg (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. 

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 System Engineering Approach to Antenna Design in Secure and Sensing Systems

H. Bartle / A. Skrivervik (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. SĂŒsstrunk (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. 

Informed machine learning models for advancing cardiac disease prognosis

O. Y. Senouf / P. Frossard; E. AbbĂ© (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. 

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. 

Neuroprosthetic management of hemodynamic instability due to neurological disorders

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

Computational and Physical Structures in Robot Throwing

Y. Liu / A. Billard (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. 

Enabling Deep Learning Models for Seizure Monitoring within Wearables Lifecycle

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

Lausanne, EPFL, 2025. 

Physical Neural Networks with Waves

A. Momeni / R. C. R. Fleury (Dir.)  

Lausanne, EPFL, 2025. 

Neuroscience-inspired computer vision and language modeling for behavior analysis

S. Ye / M. Mathis (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. StegmĂŒller / 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. 

Leveraging intentional impacts in Non-Prehensile manipulation

H. Khurana / A. Billard (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. 

A wireless sensor platform for a sustainable digitalization

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

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

A. T. E. Jarret / M. Vetterli (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. 

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

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

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

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

Lausanne, EPFL, 2025. 

2024

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

T. Wei / D. Dujic (Dir.)  

Lausanne, EPFL, 2024. 

Robot Learning using Tensor Networks

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

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. 

Performing and Detecting Backdoor Attacks on Face Recognition Algorithms

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

Lausanne, EPFL, 2024. 

Modeling and optimization of PCB coils for inductive power transfer systems

X. Du / D. Dujic (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. 

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

P. N. Bohra / M. Unser (Dir.)  

Lausanne, EPFL, 2024. 

The influence of data on adversarial robustness

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

Towards Robust Vision Models

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

Lausanne, EPFL, 2024. 

Stability: a search for structure

W. Jongeneel / D. Kuhn (Dir.)  

Lausanne, EPFL, 2024. 

Network time series forecasting in photovoltaics power production

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

Lausanne, EPFL, 2024. 

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

J. MacĂ© / D. Dujic (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. 

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

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

Lausanne, EPFL, 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. 

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

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

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. 

Investigating neural resource allocation in the sensorimotor control of extra limbs

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

Lausanne, EPFL, 2024. 

Inverse Graph Learning from Social Interactions

V. Shumovskaia / A. H. Sayed (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. 

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. 

An Angular Framework for Ultrasound Imaging

B. G. E. HĂ©riard-Dubreuil / J-P. Thiran (Dir.)  

Lausanne, EPFL, 2024. 

DC Power Distribution Networks with Direct Current Transformers

R. Pillon Barcelos / D. Dujic (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. 

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. 

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

S. Romeni / S. Micera (Dir.)  

Lausanne, EPFL, 2024. 

Smart Edge for Hierarchical Vision Systems

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

Lausanne, EPFL, 2024. 

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

C. Ding / M. Shoaran (Dir.)  

Lausanne, EPFL, 2024. 

Electromagnetic Radiation of Implantable Antennas

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

Lausanne, EPFL, 2024. 

Distributed Machine Learning Targeting Embedded Systems for Epilepsy Detection

S. Baghersalimi / D. Atienza Alonso (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. 

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. 

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

A. Youssefi / T. Kippenberg (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. 

Interlayer Exciton Dynamics in Van Der Waals Heterostructures

F. Tagarelli / A. Kis (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. 

A journey toward generalizable trajectory forecasting models

M. Bahari / A. Alahi (Dir.)  

Lausanne, EPFL, 2024. 

Direct high-temperature MOCVD growth of GaN on foreign substrates

A. Floriduz / E. Matioli (Dir.)  

Lausanne, EPFL, 2024. 

Towards Trustworthy Deep Learning for Image Reconstruction

A. M. F. Goujon / M. Unser (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. 

2023

Confidence Matters: Applications to Semantic Segmentation

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

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

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

Lausanne, EPFL, 2023. 

Estimating and Improving the Robustness of Attributions in Text

Á. D. IvĂĄnkay / P. Frossard (Dir.)  

Lausanne, EPFL, 2023. 

Sparse Autoencoders for Speech Modeling and Recognition

S. H. Kabil / H. Bourlard (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. 

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

V. A. Mendez / S. Micera (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. 

Real-time Personalized Monitoring of Neurological Disorders on Wearable Systems

R. Zanetti / D. Atienza Alonso (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. 

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. 

Regularization Techniques for Low-Resource Machine Translation

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

Lausanne, EPFL, 2023. 

Interpretable Representation Learning and Evaluation for Abstractive Summarization

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

Lausanne, EPFL, 2023. 

Optimal Design Operation Strategies of a Hyperloop Transportation System

D. Tudor / M. Paolone (Dir.)  

Lausanne, EPFL, 2023. 

Hardware-Software co-design Methodologies for Edge AI Optimization

F. Ponzina / D. Atienza Alonso (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. 

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

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

Machine Learning Methods for Robust Uncertainty Quantification and Controller Approximation

E. Maddalena / C. N. Jones (Dir.)  

Lausanne, EPFL, 2023. 

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

M. Volery / H. Lissek (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. 

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. 

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

K. Farhang Razi / A. Schmid (Dir.)  

Lausanne, EPFL, 2023. 

Microstrip patch antennas with broad beamwidth

I. Vico Triviño / A. Skrivervik (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. 

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. 

Hyperdimensional computing for biosignal monitoring: Applications for epilepsy detection

U. Pale / D. Atienza Alonso (Dir.)  

Lausanne, EPFL, 2023. 

Optimizing Quantum Compilers: Efficient and Effective Algorithms

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

Lausanne, EPFL, 2023. 

Implicit Distance Functions: Learning and Applications in Robotics

M. Koptev / A. Billard (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. 

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. 

Flexible High Power Electronics Solutions for Hydro-Power Applications

P. A. Bontemps / D. Dujic (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. 

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

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

Lausanne, EPFL, 2023. 

Probabilistic methods for neural combinatorial optimization

N. Karalias / P. Vandergheynst (Dir.)  

Lausanne, EPFL, 2023. 

Privacy-Preserving Machine Learning on Graphs

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

Lausanne, EPFL, 2023. 

The inductive bias of deep learning: Connecting weights and functions

G. Ortiz Jimenez / P. Frossard (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. 

Equivariant Neural Architectures for Representing and Generating Graphs

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

Lausanne, EPFL, 2023. 

2022

Graph Representation Learning in Computational Pathology

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

Graph signal processing tailored for subgraph focus and community structure

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

Lausanne, EPFL, 2022. 

Leveraging topology, geometry, and symmetries for efficient Machine Learning

M. Defferrard / P. Vandergheynst (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. 

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

S. Aziznejad / M. Unser (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. 

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. 

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. 

Advanced Techniques in Optical Diffraction Tomography

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

Lausanne, EPFL, 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. 

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

T. Wang / E. d. N. Matioli (Dir.)  

Lausanne, EPFL, 2022. 

Learning of physical systems: from inference to control

B. Rahmani / C. Moser (Dir.)  

Lausanne, EPFL, 2022. 

Real-Time Nonlinear Model Predictive Control for Fast Mechatronic Systems

P. Listov / C. N. Jones (Dir.)  

Lausanne, EPFL, 2022. 

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

S. S. Madani / A. Karimi (Dir.)  

Lausanne, EPFL, 2022. 

Graph Representation Learning with Optimal Transport: Analysis and Applications

E. Simou / P. Frossard (Dir.)  

Lausanne, EPFL, 2022. 

Automatic pathological speech assessment

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

Lausanne, EPFL, 2022. 

Efficient Transformer-Based Speech Recognition

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

Lausanne, EPFL, 2022. 

Plasma-based Electroacoustic Actuator for Broadband Sound Absorption

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

Lausanne, EPFL, 2022. 

Reshaping Perception for Autonomous Driving with Semantic Keypoints

L. Bertoni / A. M. Alahi (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. 

Memory of Motion for Initializing Optimization in Robotics

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

Lausanne, EPFL, 2022. 

Deep Learning Methods for Socially-Aware Human Trajectory Forecasting

P. A. Kothari / A. M. Alahi (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. 

Cellular Fronthauling for Data Capacity Increase in Underserved Spaces

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

Lausanne, EPFL, 2022. 

Ultra low quantum decoherence nano-optomechanical systems

M. Bereyhi / T. Kippenberg (Dir.)  

Lausanne, EPFL, 2022. 

Quantization for Distributed Processing and Learning of Structured Data

I. Cunha Maia Nobre / P. Frossard (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. 

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. 

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

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

Lausanne, EPFL, 2022. 

Controllability and Interpretability in Affective Speech Synthesis

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

Lausanne, EPFL, 2022. 

Energy Efficient Sensing using Steep Slope Devices

T. Rosca / M. A. Ionescu (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. 

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. 

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. 

Robustness and invariance properties of image classifiers

A. Modas / P. Frossard (Dir.)  

Lausanne, EPFL, 2022. 

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. 

Quantitative Microstructural Imaging for Clinical Use

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

Lausanne, EPFL, 2021. 

GaN vertical power devices on silicon substrates

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

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

N. Riva / B. Dutoit (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. HĂŒppi (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. 

Computational methods for live heart imaging with speed-constrained microscopes

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

Networks of Coupled VO2 Oscillators for Neuromorphic Computing

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

Lausanne, EPFL, 2021. 

Perceptual Quality of Point Clouds with application to Compression

E. Alexiou / T. Ebrahimi (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. 

Novel Methods for Incorporating Prior Knowledge for Automatic Speech Assessment

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

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

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

Lausanne, EPFL, 2021. 

Discourse Phenomena in Machine Translation

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

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. 

Analysis of a Novel Toroidal Configuration for Hadron Therapy Gantries

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

Lausanne, EPFL, 2021. 

A portable picocell antenna for 5G

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

Lausanne, EPFL, 2021. 

Hierarchical Control of Islanded Microgrids with Flexible Structures

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

Lausanne, EPFL, 2021. 

A modeling framework to understand and optimize ultrasound neuromodulation

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

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. 

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

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

Lausanne, EPFL, 2021. 

Deep Learning Approaches for Auditory Perception in Robotics

W. He / J-M. Odobez; P. Motlicek (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. 

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. 

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. 

Model-based 3D Face Reconstruction

C. R. J. Ecabert / J-P. Thiran (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. 

Representation Learning for Multi-relational Data

E. Bayram / P. Vandergheynst (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. 

Enhancement Mode Tri-gate GaN Power Devices and Logic Circuits

M. Zhu / E. d. N. Matioli (Dir.)  

Lausanne, EPFL, 2021. 

Adaptive Body Biasing in Strong Body Factor Technologies

T. C. MĂŒller / A. P. Burg; M. Pons SolĂ© (Dir.)  

Lausanne, EPFL, 2021. 

Weakly Supervised Deep Learning Methods for Biomicroscopy

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

Lausanne, EPFL, 2021. 

Context-Aware Image Super-Resolution Using Deep Neural Networks

M. S. Rad / J-P. Thiran (Dir.)  

Lausanne, EPFL, 2021. 

Product of experts for robot learning from demonstration

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

Lightning to tall structures: Characterization, Modeling and Protection

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

Lausanne, EPFL, 2021. 

Gradient-based Methods for Deep Model Interpretability

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

Lausanne, EPFL, 2021. 

Cryogenic MOSFET Modeling for Large-Scale Quantum Computing

A. L. M. Beckers / C. Enz (Dir.)  

Lausanne, EPFL, 2021. 

Ultrasound Imaging: From Physical Modeling to Deep Learning

D. Perdios / J-P. Thiran (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. 

2020

Decoding Cognitive States under Varying Difficulty Levels

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

Lausanne, EPFL, 2020. 

Learning approaches to high-fidelity optical diffraction tomography

J. Lim / D. Psaltis (Dir.)  

Lausanne, EPFL, 2020. 

Learning stereo reconstruction with deep neural networks

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

Lausanne, EPFL, 2020. 

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

V. Miz / P. Vandergheynst (Dir.)  

Lausanne, EPFL, 2020. 

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

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

Lausanne, EPFL, 2020. 

Evaluation and robotic simulation of the glenohumeral joint

M. Mancuso / K. Aminian (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. 

Good Vibrations and Unknown Excitations

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

Lausanne, EPFL, 2020. 

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

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

Lausanne, EPFL, 2020. 

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

K. Pitas / P. Vandergheynst (Dir.)  

Lausanne, EPFL, 2020. 

Monitoring of Cardiovascular and Neurological Diseases Using Wearable Devices

D. Sopic / D. Atienza Alonso (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. 

Graph-based regularization of inverse problems in imaging

M. Rossi / P. Frossard (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. 

Understanding Eating And Drinking In Context From Crowdsourced Data

T. T. Phan / D. Gatica-Perez (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. 

Antennas for CubeSat Communication

M. Veljovic / A. Skrivervik Favre (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. 

Visual Attention and Perceptual Quality in Omnidirectional Imaging

E. Upenik / T. Ebrahimi (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. 

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. 

Deep Generative Models and Applications

T. Chavdarova / F. Fleuret (Dir.)  

Lausanne, EPFL, 2020. 

Dynamics of brain function in preterm-born young adolescents

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

Lausanne, EPFL, 2020. 

Physical Layer Aspects of LoRa and Full-Duplex Wireless Transceivers

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

Multilingual Training and Adaptation in Speech Recognition

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

Convergence without Convexity: Sampling, Optimization, and Games

Y-P. Hsieh / V. Cevher (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. 

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

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

Multi-memristive synaptic architectures for training neural networks

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

Lausanne, EPFL, 2020. 

Image Compression and Quality Assessment using Convolutional Neural Networks

P. Akyazi / T. Ebrahimi (Dir.)  

Lausanne, EPFL, 2020. 

Accurate Nod and 3D Gaze Estimation for Social Interaction Analysis

Y. Yu / J-M. Odobez (Dir.)  

Lausanne, EPFL, 2020. 

2019

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

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

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

I. Pejcic / C. N. Jones (Dir.)  

Lausanne, EPFL, 2019. 

Sparse and Low-rank Modeling for Automatic Speech Recognition

P. Dighe / H. Bourlard (Dir.)  

Lausanne, EPFL, 2019. 

Context-based Quality of Experience in Immersive Multimedia

A-F. N. M. Perrin / T. Ebrahimi (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. 

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

L. Fabietti / C. N. Jones (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. 

Social Sensing Methods for Analysis of Dyadic Hospitality Encounters

S. Muralidhar / D. Gatica-Perez (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. 

Kernel methods and Model predictive approaches for Learning and Control

S. S. Diwale / C. N. Jones (Dir.)  

Lausanne, EPFL, 2019. 

Language Independent Query by Example Spoken Term Detection

D. Ram / H. Bourlard (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. 

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

A. Derviskadic / M. Paolone (Dir.)  

Lausanne, EPFL, 2019. 

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

A. Pahlevan / D. Atienza Alonso (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. 

Learning How To Recognize Faces In Heterogeneous Environments

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

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

J. C. Miehlbradt / S. Micera (Dir.)  

Lausanne, EPFL, 2019. 

Multimodal person recognition in audio-visual streams

D. H. N. Le / J-M. Odobez (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. 

2018

Development and Optimization of Methods for Accelerated Magnetic Resonance Imaging

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

Lausanne, EPFL, 2018. 

Theory and Algorithms for Hypothesis Transfer Learning

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

Lausanne, EPFL, 2018. 

Characteristics of Upward Lightning Flashes

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

Noninvasive Stroke Volume Monitoring by Electrical Impedance Tomography

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

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

S. D’Aronco / P. Frossard (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. 

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

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

Lausanne, EPFL, 2018. 

Word Sense Consistency in Statistical and Neural Machine Translation

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

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. 

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. 

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. 

Learning embeddings: efficient algorithms and applications

C. Jose / F. Fleuret (Dir.)  

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. 

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

C. S. Pirat / V. Gass (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. 

Learning-Based Hardware Design for Data Acquisition Systems

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

Lausanne, EPFL, 2018. 

Frequency-Domain Control Design in Power Systems

C. M. Kammer / A. Karimi (Dir.)  

Lausanne, EPFL, 2018. 

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

S. Fallet / J-M. Vesin (Dir.)  

EPFL, 2018. 

MVDC Distribution Fed High Power Multi-Motor Drives

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

EPFL, 2018. 

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

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

Lausanne, EPFL, 2018. 

Neural correlates of performance monitoring during discrete and continuous tasks

M. E. A. Pereira / J. d. R. MillĂĄn Ruiz (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. 

Coordinated Optimization and Control for Smart Grids

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

Lausanne, EPFL, 2018. 

Nano-electromechanical systems based on ultra-thin semiconductors

S. Manzeli / A. Kis (Dir.)  

Lausanne, EPFL, 2018. 

2017

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

M. M. Michalska / M. Mattavelli (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. 

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. 

Predictive Control of Buildings for Demand Response and Ancillary Services Provision

F. A. Qureshi / C. N. Jones (Dir.)  

Lausanne, EPFL, 2017. 

From recommender systems to spatio-temporal dynamics with network science

K. M. Benzi / P. Vandergheynst (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. 

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. 

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

V. S. Uhlmann / M. Unser (Dir.)  

Lausanne, EPFL, 2017. 

Object Detection with Active Sample Harvesting

O. CanĂ©vet / F. Fleuret (Dir.)  

Lausanne, EPFL, 2017. 

Resonant structures for vapor-cell atomic clocks

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

Lausanne, EPFL, 2017. 

Data-driven fundamental models for pedestrian movements

M. Nikolić / M. Bierlaire (Dir.)  

Lausanne, EPFL, 2017. 

Wearable systems for grasp rehabilitation after stroke

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

Lausanne, EPFL, 2017. 

On Decoupling Chemical Reaction Systems : Methods, Analysis and Applications

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

Lausanne, EPFL, 2017. 

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

A. AurĂ­a 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. 

Graph-based Methods for Visualization and Clustering

J. Paratte / P. Vandergheynst (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. 

Robust Eye Tracking Based on Adaptive Fusion of Multiple Cameras

N. M. Arar / J-P. Thiran (Dir.)  

Lausanne, EPFL, 2017. 

Non-invasive hemodynamic monitoring by electrical impedance tomography

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

Lausanne, EPFL, 2017. 

Predictive Control methods for Building Control and Demand Response

T. T. Gorecki / C. N. Jones (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. 

High-Speed Wireline Link Design

H. YĂŒksel / A. P. Burg; T. Toifl (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. 

Visual Analysis of Maya Glyphs via Crowdsourcing and Deep Learning

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

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. 

Large-Scale Image Segmentation with Convolutional Networks

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

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

N. Perraudin / P. Vandergheynst (Dir.)  

Lausanne, EPFL, 2017. 

Gaussian versus Sparse Stochastic Processes : Construction, Regularity, Compressibility

J. R. Fageot / M. Unser (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. 

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

A. Billat / C. S. BrĂšs (Dir.)  

Lausanne, EPFL, 2017. 

Spline Shape Processing : Representation, Learning, and Modeling

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

Lausanne, EPFL, 2017. 

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. 

Quality of Experience in Immersive Video Technologies

P. Hanhart / T. Ebrahimi (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. KrĂŒger (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. 

Splitting Methods for Distributed Optimization and Control

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

Reliability and Adaptive Assistance in Brain-Computer Interfaces

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

Lausanne, EPFL, 2016. 

Decomposition Strategies for Nonconvex Problems, a Parametric Approach

J-H. Hours / C. N. Jones (Dir.)  

Lausanne, EPFL, 2016. 

Modulation, Coding, and Receiver Design for Gigabit mmWave Communication

N. A. Preyss / A. P. Burg (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. 

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. 

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

R. Braojos Lopez / D. Atienza Alonso (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. 

Computational Analysis of Urban Places Using Mobile Crowdsensing

D. Santani / D. Gatica-Perez (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. 

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. 

Embedding Local Quality Measures in Minutiae-Based Biometric Recognition

M. H. Izadi / A. Drygajlo (Dir.)  

Lausanne, EPFL, 2016. 

Challenges and Solutions to Next-Generation Single-Photon Imagers

S. Burri / E. Charbon (Dir.)  

Lausanne, EPFL, 2016. 

Graph Signal Processing : Sparse Representation and Applications

N. Thanou / P. Frossard (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. 

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. 

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

P. Falkovskiy / J-P. Thiran; G. KrĂŒger (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. 

Spatial hearing rendering in wireless microphone systems for binaural hearing aids

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

Lausanne, EPFL, 2016. 

Word Embeddings for Natural Language Processing

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

Lausanne, EPFL, 2016. 

Shapes from Pixels

M. Fatemi / M. Vetterli (Dir.)  

Lausanne, EPFL, 2016. 

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

A. YĂŒce / 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. 

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

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

Local Geometric Transformations in Image Analysis

Z. PĂŒspöki / M. Unser (Dir.)  

Lausanne, EPFL, 2016. 

Hardware Implementation and Applications of High Performance Multiple Camera Architectures

K. Seyid / Y. Leblebici (Dir.)  

Lausanne, EPFL, 2016. 

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

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

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. 

Learning Explainable User Sentiment and Preferences for Information Filtering

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

Lausanne, EPFL, 2016. 

Robust image classification : analysis and applications

A. Fawzi / P. Frossard (Dir.)  

Lausanne, EPFL, 2016. 

2015

Sparsity-Driven Statistical Inference for Inverse Problems

U. Kamilov / M. Unser (Dir.)  

Lausanne, EPFL, 2015. 

Speaker diarization of spontaneous meeting room conversations

S. H. Yella / H. Bourlard (Dir.)  

Lausanne, EPFL, 2015. 

Robust Wearable UHF Antennas for Security Applications

J. Trajkovikj / A. Skrivervik (Dir.)  

Lausanne, EPFL, 2015. 

Structure Modeling of High Dimensional Data : New Algorithms and Applications

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

Lausanne, EPFL, 2015. 

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

W. GuicquĂ©ro / P. Vandergheynst; A. Dupret (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. 

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

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

Lausanne, EPFL, 2015. 

Computational Analysis Of Behavior In Employment Interviews And Video Resumes

L. S. Nguyen / D. Gatica-Perez (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. 

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. 

Automatic social role recognition and its application in structuring multiparty interactions

A. Sapru / H. Bourlard (Dir.)  

Lausanne, EPFL, 2015. 

Analysis and optimization of dynamic dataflow programs

S. Casale-Brunet / M. Mattavelli (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. 

Optimized Coding Strategies for Interactive Multiview Video

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

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

F. MassĂ© / 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. 

Integrated Electronics to Control and Readout Electrochemical Biosensors for Implantable Applications

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

Lausanne, EPFL, 2015. 

Discourse-level features for statistical machine translation

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

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. 

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

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

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

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

Lausanne, EPFL, 2015. 

Enabling Speech Applications using Ad Hoc Microphone Arrays

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

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

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

Lausanne, EPFL, 2015. 

Signaling in 3-D integrated circuits, benefits and challenges

S. Rahimian Omam / G. De Micheli (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. 

Modeling Users’ Information Needs in a Document Recommender for Meetings

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

Lausanne, EPFL, 2015. 

3D Gaze Estimation from Remote RGB-D Sensors

K. A. Funes Mora / J-M. Odobez (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. 

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

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

Lausanne, EPFL, 2015. 

Signal structure: from manifolds to molecules and structured sparsity

S. Karygianni / P. Frossard (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. 

2014

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

Z. Emedi / A. Karimi (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. 

Human Tracking and Pose Estimation in Open Spaces

A. Heili / J-M. Odobez (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. 

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

O. Alizadeh Mousavi / R. Cherkaoui (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. 

Energy Efficient VLSI Circuits for MIMO-WLAN

C. C. S. D. Senning / A. P. Burg (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. 

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

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

Lausanne, EPFL, 2014. 

Design of Digital SoC for Operation at High Temperatures

R. Cojbasic / Y. Leblebici (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. 

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

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

Lausanne, EPFL, 2014. 

Scalable Simulation Methodologies for Many-Core Heterogeneous Systems

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

Lausanne, EPFL, 2014. 

Grapheme-based Automatic Speech Recognition using Probabilistic Lexical Modeling

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

Lausanne, EPFL, 2014. 

Mutual learning and spelling in motor imagery brain-computer interfaces

S. Perdikis / J. d. R. MillĂĄn (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. 

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. 

Kinematics Estimation and Loosening Detection in Smart Knee Prostheses

A. Arami / K. Aminian (Dir.)  

Lausanne, EPFL, 2014. 

Inferring Visual Attention and Addressee in Human Robot Interaction

S. Sheikhi / J-M. Odobez (Dir.)  

Lausanne, EPFL, 2014. 

Multi-View Signal Processing and Learning on Graphs

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

Human Body Proximity Effects on Ultra-Wideband Antennas

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

Lausanne, EPFL, 2014. 

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

T. S. ZurbrĂŒgg / J. R. Mosig; H. Lissek (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. 

Small antennas as wireless system components

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

Lausanne, EPFL, 2014. 

Emotion Detection and Recognition based on Brain and Peripheral Physiological Signals

E. Kroupi / T. Ebrahimi (Dir.)  

Lausanne, EPFL, 2014. 

Objective Assessment of Swimming Biomechanics Using Wearable Inertial Sensors

F. Dadashi / K. Aminian (Dir.)  

Lausanne, EPFL, 2014. 

Tractable Approaches to Learning and Planning in High Dimensions

L. Lefakis / F. Fleuret (Dir.)  

Lausanne, EPFL, 2014. 

Scalable Probabilistic Models for Face and Speaker Recognition

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

Lausanne, EPFL, 2014. 

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

G. Puy / P. Vandergheynst (Dir.)  

Lausanne, EPFL, 2014. 

2013

Transformation-Invariant Analysis of Visual Signals with Parametric Models

E. Vural / 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. 

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. 

Geometric Variational Models for Inverse Problems in Imaging

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

Lausanne, EPFL, 2013. 

Compressed Optical Imaging

A. Bourquard / M. Unser (Dir.)  

Lausanne, EPFL, 2013. 

Automatic Personality Perception : Inferring Personality Traits from Nonverbal Vocal Behavior

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

Lausanne, EPFL, 2013. 

Mining Conversational Social Video

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

Lausanne, EPFL, 2013. 

Distributed detection, reconstruction and interpolation for sensor network data

T. Tosic / P. Frossard (Dir.)  

Lausanne, EPFL, 2013. 

Rate allocation and optimized decoding in inter-session network coding

E. Bourtsoulatze / P. Frossard (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. 

Segmentation and Tracking in High-Throughput Bioimaging

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

Lausanne, EPFL, 2013. 

Thermal Simulation of Liquid-Cooled Integrated Circuits

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

Lausanne, EPFL, 2013. 

Inverse Solutions for Brain Computer Interface

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

Lausanne, EPFL, 2013. 

Remote Powering and Communication of Implantable Biosensors Through Inductive Link

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

Lausanne, EPFL, 2013. 

Multi Atlas Fusion Methods for Medical Image Segmentation

S. Venkata Ravi Mohana Sai Gorthi / J-P. Thiran (Dir.)  

Lausanne, EPFL, 2013. 

Model-based Sparse Component Analysis for Multiparty Distant Speech Recognition

A. Asaei / H. Bourlard (Dir.)  

Lausanne, EPFL, 2013. 

Exploiting Recognition of Natural Visual Stimuli for Brain Computer Interfacing

M. Uơćumlić / J. d. R. MillĂĄn; R. Chavarriaga Lozano (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. 

Statistical Shape Descriptors for Ancient Maya Hieroglyphs Analysis

E. Roman Rangel / D. Gatica-Perez; J-M. Odobez (Dir.)  

Lausanne, EPFL, 2013. 

Planar Antennas for Ka-Band Space Applications

R. Glogowski / J. R. Mosig; C. Peixeiro (Dir.)  

Lausanne, EPFL, 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. 

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

M. Letizia / J. R. Mosig (Dir.)  

Lausanne, EPFL, 2013. 

Patch-based methods for variational image processing problems

E. D’Angelo / P. Vandergheynst (Dir.)  

Lausanne, EPFL, 2013. 

Bimodal sound source tracking applied to road traffic monitoring

P. Marmaroli / J. R. Mosig; H. Lissek (Dir.)  

Lausanne, EPFL, 2013. 

Advanced Social Media Analysis

I. Ivanov / T. Ebrahimi (Dir.)  

Lausanne, EPFL, 2013. 

Multilingual speech recognition : a posterior based approach

D. Imseng / H. Bourlard (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. 

Reserve services management in multi-area power system under uncertainty

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

Lausanne, EPFL, 2013. 

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

D. Colangelo / B. Dutoit (Dir.)  

Lausanne, EPFL, 2013. 

Numerical Analysis and Design of Antenna Systems for Micro/Nano Satellites

G. Rosati / J. R. Mosig (Dir.)  

Lausanne, EPFL, 2013. 

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

L. Bizumić / R. Cherkaoui (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. 

Learning to Learn by Exploiting Prior Knowledge

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

Lausanne, EPFL, 2013. 

2012

Multivariate Boosting with Look-Up Tables for Face Processing

C. Atanasoaei / H. Bourlard; S. Marcel (Dir.)  

Lausanne, EPFL, 2012. 

Tunable Electroacoustic Resonators through Active Impedance Control of Loudspeakers

R. Boulandet / J. R. Mosig; H. Lissek (Dir.)  

Lausanne, EPFL, 2012. 

Distributed Compressed Representation of Correlated Image Sets

V. Thirumalai / P. Frossard (Dir.)  

Lausanne, EPFL, 2012. 

Omnidirectional Light Field Analysis and Reconstruction

L. Bagnato / P. Vandergheynst; P. Frossard (Dir.)  

Lausanne, EPFL, 2012. 

Brain-Computer Interface in Multimedia Systems

A. Yazdani / T. Ebrahimi; J-M. Vesin (Dir.)  

Lausanne, EPFL, 2012. 

Efficient Schemes for Adaptive Frequency Tracking and their Relevance for EEG and ECG

J. Van Zaen / J-M. Vesin (Dir.)  

Lausanne, EPFL, 2012. 

Data-Driven Enhancement of State Mapping-Based Cross-Lingual Speaker Adaptation

H. Liang / H. Bourlard; J. D. S. Dines (Dir.)  

Lausanne, EPFL, 2012.