EDEE Published Theses

2024

Smart Edge for Hierarchical Vision Systems

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

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

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

Investigating neural resource allocation in the sensorimotor control of extra limbs

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

Interlayer Exciton Dynamics in Van Der Waals Heterostructures

F. Tagarelli / A. Kis (Dir.)  

Lausanne, EPFL, 2024. 

Enhancing image quality in next-generation image compression

M. Testolina / T. Ebrahimi (Dir.)  

Lausanne, EPFL, 2024. 

The influence of data on adversarial robustness

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

Lausanne, EPFL, 2024. 

Proof-of-Principle Positron Source for Future Colliders

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

Lausanne, EPFL, 2024. 

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

Y. Lu / T. Ebrahimi (Dir.)  

Lausanne, EPFL, 2024. 

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

T. Wei / D. Dujic (Dir.)  

Lausanne, EPFL, 2024. 

Distributed Machine Learning Targeting Embedded Systems for Epilepsy Detection

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

Lausanne, EPFL, 2024. 

A journey toward generalizable trajectory forecasting models

M. Bahari / A. Alahi (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 Trustworthy Deep Learning for Image Reconstruction

A. M. F. Goujon / M. Unser (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. 

Performing and Detecting Backdoor Attacks on Face Recognition Algorithms

A. C. Unnervik / 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. 

Electromagnetic Radiation of Implantable Antennas

M. Gao / A. Skrivervik; Z. Sipus (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. 

Development and clinical validation of computational imaging biomarkers for neurodegenerative diseases

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

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

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

Stability: a search for structure

W. Jongeneel / D. Kuhn (Dir.)  

Lausanne, EPFL, 2024. 

DC Power Distribution Networks with Direct Current Transformers

R. Pillon Barcelos / D. Dujic (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. 

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

A. Youssefi / T. Kippenberg (Dir.)  

Lausanne, EPFL, 2024. 

Modeling and optimization of PCB coils for inductive power transfer systems

X. Du / D. Dujic (Dir.)  

Lausanne, EPFL, 2024. 

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

J. Macé / D. Dujic (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. 

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

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

Lausanne, EPFL, 2024. 

Robot Learning using Tensor Networks

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

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. 

Direct high-temperature MOCVD growth of GaN on foreign substrates

A. Floriduz / E. Matioli (Dir.)  

Lausanne, EPFL, 2024. 

Towards Robust Vision Models

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

Lausanne, EPFL, 2024. 

Inverse Graph Learning from Social Interactions

V. Shumovskaia / A. H. Sayed (Dir.)  

Lausanne, EPFL, 2024. 

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

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

Lausanne, EPFL, 2024. 

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

C. Ding / M. Shoaran (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. 

Beam Separator for FLASH Electron Therapy Facilities

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

An Angular Framework for Ultrasound Imaging

B. G. E. Hériard-Dubreuil / 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 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. 

2023

Learning and optimization of anticipatory feedback controllers for robot manipulation

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

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

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

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. 

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

A. F. G. Bloch / M. Mattavelli (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. 

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

V. A. Mendez / S. Micera (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. 

Confidence Matters: Applications to Semantic Segmentation

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

Lausanne, EPFL, 2023. 

Implicit Distance Functions: Learning and Applications in Robotics

M. Koptev / A. Billard (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. 

Estimating and Improving the Robustness of Attributions in Text

Á. D. Ivánkay / P. Frossard (Dir.)  

Lausanne, EPFL, 2023. 

The inductive bias of deep learning: Connecting weights and functions

G. Ortiz Jimenez / P. Frossard (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. 

Equivariant Neural Architectures for Representing and Generating Graphs

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

Lausanne, EPFL, 2023. 

Microstrip patch antennas with broad beamwidth

I. Vico Triviño / A. Skrivervik (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. 

Data-Driven Control and Optimization under Noisy and Uncertain Conditions

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

Optimal Design Operation Strategies of a Hyperloop Transportation System

D. Tudor / M. Paolone (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. 

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

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

Lausanne, EPFL, 2023. 

Sparse Autoencoders for Speech Modeling and Recognition

S. H. Kabil / H. Bourlard (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. 

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

K. Farhang Razi / A. Schmid (Dir.)  

Lausanne, EPFL, 2023. 

Flexible High Power Electronics Solutions for Hydro-Power Applications

P. A. Bontemps / D. Dujic (Dir.)  

Lausanne, EPFL, 2023. 

Modeling, Optimization and Design of High Power Medium Frequency Transformers

N. Djekanovic / D. Dujic (Dir.)  

Lausanne, EPFL, 2023. 

Machine Learning Methods for Robust Uncertainty Quantification and Controller Approximation

E. Maddalena / C. N. Jones (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. 

Real-time Personalized Monitoring of Neurological Disorders on Wearable Systems

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

Lausanne, EPFL, 2023. 

Hardware-Software co-design Methodologies for Edge AI Optimization

F. Ponzina / D. Atienza Alonso (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. 

Interpretable Representation Learning and Evaluation for Abstractive Summarization

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

Lausanne, EPFL, 2023. 

Privacy-Preserving Machine Learning on Graphs

S. Sajadmanesh / D. Gatica-Perez (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. 

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. 

Regularization Techniques for Low-Resource Machine Translation

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

Lausanne, EPFL, 2023. 

2022

Memory of Motion for Initializing Optimization in Robotics

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

Lausanne, EPFL, 2022. 

Auditory externalization of a remote microphone signal

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

Lausanne, EPFL, 2022. 

Plasma-based Electroacoustic Actuator for Broadband Sound Absorption

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

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

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

Lausanne, EPFL, 2022. 

Graph Representation Learning with Optimal Transport: Analysis and Applications

E. Simou / P. Frossard (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. 

Nonlinear Inverse Problems in Quantitative Phase Imaging

T-A. M. Pham / M. Unser; E. E. L. Soubies (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 Representation Learning in Computational Pathology

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

Robustness and invariance properties of image classifiers

A. Modas / P. Frossard (Dir.)  

Lausanne, EPFL, 2022. 

Quantization for Distributed Processing and Learning of Structured Data

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

Lausanne, EPFL, 2022. 

Energy Efficient Sensing using Steep Slope Devices

T. Rosca / M. A. Ionescu (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. 

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

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

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. 

Reshaping Perception for Autonomous Driving with Semantic Keypoints

L. Bertoni / A. M. Alahi (Dir.)  

Lausanne, EPFL, 2022. 

Deep Learning Methods for Socially-Aware Human Trajectory Forecasting

P. A. Kothari / A. M. Alahi (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. 

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. 

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. 

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. 

In-Memory Hardware and Architectural Extensions for Workloads Acceleration

W. A. Simon / D. Atienza Alonso (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. 

Advanced Techniques in Optical Diffraction Tomography

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

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. 

Cellular Fronthauling for Data Capacity Increase in Underserved Spaces

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

Lausanne, EPFL, 2022. 

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

S. S. Madani / A. Karimi (Dir.)  

Lausanne, EPFL, 2022. 

Opinion Formation over Adaptive Networks

V. Bordignon / A. H. Sayed (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. 

2021

Perceptual Quality of Point Clouds with application to Compression

E. Alexiou / T. Ebrahimi (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. 

Analysis of a Novel Toroidal Configuration for Hadron Therapy Gantries

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

Lausanne, EPFL, 2021. 

Weakly Supervised Deep Learning Methods for Biomicroscopy

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

A modeling framework to understand and optimize ultrasound neuromodulation

T. Lemaire / S. Micera; E. Neufeld (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 neurological functions after spinal cord injury

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

Deep Learning Approaches for Auditory Perception in Robotics

W. He / J-M. Odobez; P. Motlicek (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. 

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. 

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

M. A. G. Badi-Dubois / S. Micera (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. 

Lightning to tall structures: Characterization, Modeling and Protection

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

A portable picocell antenna for 5G

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

Lausanne, EPFL, 2021. 

Model-based 3D Face Reconstruction

C. R. J. Ecabert / J-P. Thiran (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. 

Context-Aware Image Super-Resolution Using Deep Neural Networks

M. S. Rad / J-P. Thiran (Dir.)  

Lausanne, EPFL, 2021. 

Ultrasound Imaging: From Physical Modeling to Deep Learning

D. Perdios / J-P. Thiran (Dir.)  

Lausanne, EPFL, 2021. 

Quantitative Microstructural Imaging for Clinical Use

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

Lausanne, EPFL, 2021. 

Gradient-based Methods for Deep Model Interpretability

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

Lausanne, EPFL, 2021. 

Networks of Coupled VO2 Oscillators for Neuromorphic Computing

E. Corti / M. A. Ionescu; S. Karg (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. 

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. 

Product of experts for robot learning from demonstration

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

Lausanne, EPFL, 2021. 

Discourse Phenomena in Machine Translation

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

Cryogenic MOSFET Modeling for Large-Scale Quantum Computing

A. L. M. Beckers / C. Enz (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. 

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

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

Lausanne, EPFL, 2021. 

GaN vertical power devices on silicon substrates

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

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

E. De Giovanni / D. Atienza Alonso (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. 

Explainable Phonology-based Approach for Sign Language Recognition and Assessment

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

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. 

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. Müller / A. P. Burg; M. Pons Solé (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. 

2020

Accurate Nod and 3D Gaze Estimation for Social Interaction Analysis

Y. Yu / J-M. Odobez (Dir.)  

Lausanne, EPFL, 2020. 

Deep Generative Models and Applications

T. Chavdarova / F. Fleuret (Dir.)  

Lausanne, EPFL, 2020. 

Learning stereo reconstruction with deep neural networks

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

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

K. Pitas / P. Vandergheynst (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-memristive synaptic architectures for training neural networks

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

Lausanne, EPFL, 2020. 

Visual Attention and Perceptual Quality in Omnidirectional Imaging

E. Upenik / T. Ebrahimi (Dir.)  

Lausanne, EPFL, 2020. 

Image Compression and Quality Assessment using Convolutional Neural Networks

P. Akyazi / T. Ebrahimi (Dir.)  

Lausanne, EPFL, 2020. 

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

I. I. Sirmatel / N. Geroliminis (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. 

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

H. Gupta / M. Unser (Dir.)  

Lausanne, EPFL, 2020. 

Graph-based regularization of inverse problems in imaging

M. Rossi / P. Frossard (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. González Debada / D. Gillet (Dir.)  

Lausanne, EPFL, 2020. 

Antennas for CubeSat Communication

M. Veljovic / A. Skrivervik Favre (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. 

Evaluation and robotic simulation of the glenohumeral joint

M. Mancuso / K. Aminian (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. 

Exploring dynamic functional connectivity by incorporating prior knowledge of brain structure

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

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. 

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. 

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. 

Multilingual Training and Adaptation in Speech Recognition

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

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

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

Lausanne, EPFL, 2020. 

Convergence without Convexity: Sampling, Optimization, and Games

Y-P. Hsieh / V. Cevher (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. 

Program compilation for large-scale quantum computers

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

Lausanne, EPFL, 2020. 

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

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

Lausanne, EPFL, 2020. 

Monitoring of Cardiovascular and Neurological Diseases Using Wearable Devices

D. Sopic / D. Atienza Alonso (Dir.)  

Lausanne, EPFL, 2020. 

Understanding Eating And Drinking In Context From Crowdsourced Data

T. T. Phan / D. Gatica-Perez (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. 

Physical Layer Aspects of LoRa and Full-Duplex Wireless Transceivers

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

Lausanne, EPFL, 2020. 

Learning approaches to high-fidelity optical diffraction tomography

J. Lim / D. Psaltis (Dir.)  

Lausanne, EPFL, 2020. 

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. 

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

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

Language Independent Query by Example Spoken Term Detection

D. Ram / H. Bourlard (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. 

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

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

Lausanne, EPFL, 2019. 

Compression and visual quality assessment for light field contents

I. Viola / T. Ebrahimi (Dir.)  

Lausanne, EPFL, 2019. 

Context-based Quality of Experience in Immersive Multimedia

A-F. N. M. Perrin / T. Ebrahimi (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. 

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. 

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. 

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. 

Learning How To Recognize Faces In Heterogeneous Environments

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

Sparse and Low-rank Modeling for Automatic Speech Recognition

P. Dighe / H. Bourlard (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. 

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

L. Fabietti / C. N. Jones (Dir.)  

Lausanne, EPFL, 2019. 

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

I. Pejcic / C. N. Jones (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. 

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

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

Lausanne, EPFL, 2019. 

Social Sensing Methods for Analysis of Dyadic Hospitality Encounters

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

Lausanne, EPFL, 2019. 

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. 

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

E. D’Anna / S. Micera (Dir.)  

Lausanne, EPFL, 2018. 

Learning embeddings: efficient algorithms and applications

C. Jose / F. Fleuret (Dir.)  

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. 

Novel Low Complexity Biomedical Signal Processing Techniques for Online Applications

S. Yazdani / J-M. Vesin (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. 

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

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

Imaging from Echoes: On Inverse Problems in Ultrasound

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

Development and Optimization of Methods for Accelerated Magnetic Resonance Imaging

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

Lausanne, EPFL, 2018. 

Visual speech recognition : from traditional to deep learning frameworks

M. Zimmermann / J-P. Thiran (Dir.)  

Lausanne, EPFL, 2018. 

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

S. D’Aronco / P. Frossard (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. 

MVDC Distribution Fed High Power Multi-Motor Drives

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

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. 

Nano-electromechanical systems based on ultra-thin semiconductors

S. Manzeli / A. Kis (Dir.)  

Lausanne, 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. 

Distributed Optimization and Control using Operator Splitting Methods

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

EPFL, 2018. 

Phonetic aware techniques for Speaker Verification

S. Dey / H. Bourlard; P. Motlicek (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. 

Frequency-Domain Control Design in Power Systems

C. M. Kammer / A. Karimi (Dir.)  

Lausanne, EPFL, 2018. 

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

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

Lausanne, EPFL, 2018. 

Development of a monolithic near-field optomechanical system

R. D. Schilling / 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. 

Coordinated Optimization and Control for Smart Grids

A. Bitlislioglu / C. N. Jones (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. 

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

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

Word Sense Consistency in Statistical and Neural Machine Translation

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

Learning-Based Hardware Design for Data Acquisition Systems

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

Lausanne, EPFL, 2018. 

2017

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

E. Can / A. Comment; R. Gruetter (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. 

Object Detection with Active Sample Harvesting

O. Canévet / F. Fleuret (Dir.)  

Lausanne, EPFL, 2017. 

Graph-based Methods for Visualization and Clustering

J. Paratte / P. Vandergheynst (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. 

Robust Eye Tracking Based on Adaptive Fusion of Multiple Cameras

N. M. Arar / 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. 

Large-Scale Image Segmentation with Convolutional Networks

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

Lausanne, EPFL, 2017. 

Non-invasive hemodynamic monitoring by electrical impedance tomography

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

Lausanne, EPFL, 2017. 

From recommender systems to spatio-temporal dynamics with network science

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

Lausanne, EPFL, 2017. 

Privacy-Friendly Photo Sharing and Relevant Applications Beyond

L. Yuan / T. Ebrahimi (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. 

Data-driven fundamental models for pedestrian movements

M. Nikolić / M. Bierlaire (Dir.)  

Lausanne, EPFL, 2017. 

Optimal Representations of Sparse Stochastic Processes with Applications in Image Processing

P. Pad / M. Unser (Dir.)  

Lausanne, EPFL, 2017. 

Spline Shape Processing : Representation, Learning, and Modeling

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

Lausanne, EPFL, 2017. 

Gaussian versus Sparse Stochastic Processes : Construction, Regularity, Compressibility

J. R. Fageot / M. Unser (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. 

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. 

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. 

Resonant structures for vapor-cell atomic clocks

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

Electricity market operations under increasing uncertainty

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

On Decoupling Chemical Reaction Systems : Methods, Analysis and Applications

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

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. 

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

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

Visual Analysis of Maya Glyphs via Crowdsourcing and Deep Learning

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

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

E. Pirondini / S. Micera (Dir.)  

Lausanne, EPFL, 2017. 

High-Speed Wireline Link Design

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

Lausanne, EPFL, 2017. 

Wearable systems for grasp rehabilitation after stroke

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

Lausanne, EPFL, 2017. 

2016

Real-Time Computational Gigapixel Multi-Camera Systems

V. Popovic / 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. 

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

S. Sarri / M. Paolone (Dir.)  

Lausanne, EPFL, 2016. 

Quality of Experience in Immersive Video Technologies

P. Hanhart / T. Ebrahimi (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. 

Spatial hearing rendering in wireless microphone systems for binaural hearing aids

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

Lausanne, EPFL, 2016. 

Room Modal Equalisation with Electroacoustic Absorbers

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

Lausanne, EPFL, 2016. 

Embedding Local Quality Measures in Minutiae-Based Biometric Recognition

M. H. Izadi / A. Drygajlo (Dir.)  

Lausanne, EPFL, 2016. 

Hardware Implementation and Applications of High Performance Multiple Camera Architectures

K. Seyid / Y. Leblebici (Dir.)  

Lausanne, EPFL, 2016. 

Challenges and Solutions to Next-Generation Single-Photon Imagers

S. Burri / E. Charbon (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. 

Shapes from Pixels

M. Fatemi / M. Vetterli (Dir.)  

Lausanne, EPFL, 2016. 

Sparsity-Based Data Reconstruction Models for Biomedical Imaging

E. Bostan / M. Unser (Dir.)  

Lausanne, EPFL, 2016. 

Local Geometric Transformations in Image Analysis

Z. Püspöki / M. Unser (Dir.)  

Lausanne, EPFL, 2016. 

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

A. Yüce / J-P. Thiran; D. Sander (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. 

Robust image classification : analysis and applications

A. Fawzi / P. Frossard (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. 

Reliability and Adaptive Assistance in Brain-Computer Interfaces

S. Saeedi / J. d. R. Millán Ruiz (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. 

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. 

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. 

“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. 

Towards End-to-End Speech Recognition

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

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

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

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

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

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. 

Decomposition Strategies for Nonconvex Problems, a Parametric Approach

J-H. Hours / C. N. Jones (Dir.)  

Lausanne, EPFL, 2016. 

Splitting Methods for Distributed Optimization and Control

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

Lausanne, EPFL, 2016. 

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

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

Lausanne, EPFL, 2016. 

Computational Analysis of Urban Places Using Mobile Crowdsensing

D. Santani / D. Gatica-Perez (Dir.)  

Lausanne, EPFL, 2016. 

Learning Explainable User Sentiment and Preferences for Information Filtering

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

Lausanne, EPFL, 2016. 

Graph Signal Processing : Sparse Representation and Applications

N. Thanou / P. Frossard (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. 

Modulation, Coding, and Receiver Design for Gigabit mmWave Communication

N. A. Preyss / A. P. Burg (Dir.)  

Lausanne, EPFL, 2016. 

Word Embeddings for Natural Language Processing

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

Lausanne, EPFL, 2016. 

2015

3D Gaze Estimation from Remote RGB-D Sensors

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

Lausanne, EPFL, 2015. 

Speaker diarization of spontaneous meeting room conversations

S. H. Yella / H. Bourlard (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. 

Analysis and optimization of dynamic dataflow programs

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

Lausanne, EPFL, 2015. 

Automatic social role recognition and its application in structuring multiparty interactions

A. Sapru / H. Bourlard (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. 

Integrated Electronics to Control and Readout Electrochemical Biosensors for Implantable Applications

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

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. 

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. 

Enabling Speech Applications using Ad Hoc Microphone Arrays

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

Lausanne, EPFL, 2015. 

Robust Wearable UHF Antennas for Security Applications

J. Trajkovikj / A. Skrivervik (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. 

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. 

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

L. Rohr / J. R. Mosig; H. Lissek (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. 

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

A. Lemkaddem / 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. 

Distributed Multi-Robot Learning using Particle Swarm Optimization

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

Lausanne, EPFL, 2015. 

Computational Analysis Of Behavior In Employment Interviews And Video Resumes

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

Lausanne, EPFL, 2015. 

Structure Modeling of High Dimensional Data : New Algorithms and Applications

M. Hosseini Kamal / P. Vandergheynst (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. 

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. 

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

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

Signal structure: from manifolds to molecules and structured sparsity

S. Karygianni / P. Frossard (Dir.)  

Lausanne, EPFL, 2015. 

Multi-band reflectarray antennas in Ku and THz frequency bands

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

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

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

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. 

Signaling in 3-D integrated circuits, benefits and challenges

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

Lausanne, EPFL, 2015. 

Discourse-level features for statistical machine translation

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

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

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

Lausanne, EPFL, 2015. 

2014

Emotion Detection and Recognition based on Brain and Peripheral Physiological Signals

E. Kroupi / T. Ebrahimi (Dir.)  

Lausanne, EPFL, 2014. 

Tractable Approaches to Learning and Planning in High Dimensions

L. Lefakis / F. Fleuret (Dir.)  

Lausanne, EPFL, 2014. 

Human Tracking and Pose Estimation in Open Spaces

A. Heili / J-M. Odobez (Dir.)  

Lausanne, EPFL, 2014. 

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

G. Puy / P. Vandergheynst (Dir.)  

Lausanne, EPFL, 2014. 

Objective Assessment of Swimming Biomechanics Using Wearable Inertial Sensors

F. Dadashi / K. Aminian (Dir.)  

Lausanne, EPFL, 2014. 

Design of Digital SoC for Operation at High Temperatures

R. Cojbasic / Y. Leblebici (Dir.)  

Lausanne, EPFL, 2014. 

Inferring Visual Attention and Addressee in Human Robot Interaction

S. Sheikhi / J-M. Odobez (Dir.)  

Lausanne, EPFL, 2014. 

Kinematics Estimation and Loosening Detection in Smart Knee Prostheses

A. Arami / K. Aminian (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. 

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. 

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

M. Aminian / E. Charbon (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. 

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. 

Multi-View Signal Processing and Learning on Graphs

X. Dong / P. Frossard; 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. 

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. 

Mutual learning and spelling in motor imagery brain-computer interfaces

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

Lausanne, EPFL, 2014. 

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

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

Lausanne, EPFL, 2014. 

Grapheme-based Automatic Speech Recognition using Probabilistic Lexical Modeling

R. Rasipuram / H. Bourlard; M. Magimai Doss (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 Probabilistic Models for Face and Speaker Recognition

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

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

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

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

Z. Emedi / A. Karimi (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. 

Scalable Simulation Methodologies for Many-Core Heterogeneous Systems

S. Raghav / D. Atienza Alonso (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. 

Energy Efficient VLSI Circuits for MIMO-WLAN

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

Lausanne, EPFL, 2014. 

2013

Adaptive revelance feedback for large-scale image retrieval

N. Suditu / F. Fleuret (Dir.)  

Lausanne, EPFL, 2013. 

Advanced Social Media Analysis

I. Ivanov / T. Ebrahimi (Dir.)  

Lausanne, EPFL, 2013. 

Patch-based methods for variational image processing problems

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

Lausanne, EPFL, 2013. 

Planar Antennas for Ka-Band Space Applications

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

Lausanne, EPFL, 2013. 

Segmentation and Tracking in High-Throughput Bioimaging

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

Lausanne, EPFL, 2013. 

Compressed Optical Imaging

A. Bourquard / M. Unser (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. 

Multi Atlas Fusion Methods for Medical Image Segmentation

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

Lausanne, EPFL, 2013. 

Transformation-Invariant Analysis of Visual Signals with Parametric Models

E. Vural / P. Frossard (Dir.)  

Lausanne, EPFL, 2013. 

Rate allocation and optimized decoding in inter-session network coding

E. Bourtsoulatze / P. Frossard (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. 

Inverse Solutions for Brain Computer Interface

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

Lausanne, EPFL, 2013. 

Exploiting Recognition of Natural Visual Stimuli for Brain Computer Interfacing

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

Lausanne, EPFL, 2013. 

Distributed detection, reconstruction and interpolation for sensor network data

T. Tosic / P. Frossard (Dir.)  

Lausanne, EPFL, 2013. 

Reserve services management in multi-area power system under uncertainty

A. Ahmadi Khatir / R. Cherkaoui (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. 

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

M. Letizia / J. R. Mosig (Dir.)  

Lausanne, EPFL, 2013. 

Multilingual speech recognition : a posterior based approach

D. Imseng / H. Bourlard (Dir.)  

Lausanne, EPFL, 2013. 

Bimodal sound source tracking applied to road traffic monitoring

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

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

G. Rosati / J. R. Mosig (Dir.)  

Lausanne, EPFL, 2013. 

Automatic Personality Perception : Inferring Personality Traits from Nonverbal Vocal Behavior

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

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. 

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

D. Colangelo / B. Dutoit (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-level Optimization Methodologies for Thermally Reliable Multi-Core Architectures

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

Lausanne, EPFL, 2013. 

Thermal Simulation of Liquid-Cooled Integrated Circuits

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

Lausanne, EPFL, 2013. 

Mining Conversational Social Video

J. I. Biel Tres / D. Gatica-Perez (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. 

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

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

2012

Sequential Topic Models for Mining Recurrent Activities and their Relationships : Application to long term video recordings

J. Varadarajan / J-M. Odobez (Dir.)  

Lausanne, EPFL, 2012. 

Instrumentation of the Säntis Tower for Lightning Current Measurement

A. C. Romero Romero / F. Rachidi (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. 

Miniaturized Microwave Cavities for Industrial Applications

M. Violetti / A. Skrivervik Favre (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. 

Contribution to modeling multipactor and corona discharges in high power electromagnetic fields

F. E. Sorolla Rosario / J. R. Mosig; M. Mattes (Dir.)  

Lausanne, EPFL, 2012. 

Tunable Electroacoustic Resonators through Active Impedance Control of Loudspeakers

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

Lausanne, EPFL, 2012. 

Alternative Search Techniques for Face Detection Using Location Estimation and Binary Features

V. Bala Subburaman / H. Bourlard; S. Marcel (Dir.)  

Lausanne, EPFL, 2012. 

Multivariate Boosting with Look-Up Tables for Face Processing

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

Lausanne, EPFL, 2012. 

2011

Characterization of Atrial Repolarization Alternans and Activation Time Kinetics based on Intracardiac Electrograms

F. Jousset / J-M. Vesin; E. Pruvot (Dir.)  

Lausanne, EPFL, 2011. 

Analysis and Design of a Planar Radiating Element for Automotive Satellite Broadcasting Reception Systems

R. Torres Sánchez / J. R. Mosig (Dir.)  

Lausanne, EPFL, 2011. 

Model-based Behavioural Tracking and Scale Invariant Features in Omnidirectional Matching

J. Cruz Mota / M. Bierlaire; J-P. Thiran (Dir.)  

Lausanne, EPFL, 2011. 

Interactive Segmentation of 3D Medical Images with Implicit Surfaces

B. Mory / J-P. Thiran (Dir.)  

Lausanne, EPFL, 2011. 

Geodesic Active Fields : A Geometric Framework for Image Registration

D. Zosso / J-P. Thiran (Dir.)  

Lausanne, EPFL, 2011. 

Implantable Antennas for Biomedical Applications

F. Merli / A. Skrivervik Favre (Dir.)  

Lausanne, EPFL, 2011. 

Therapeutic Strategies for the Treatment of Atrial Fibrillation : New Insights from Biophysical Modeling and Signal Processing

L. Uldry / J-M. Vesin; L. Kappenberger (Dir.)  

Lausanne, EPFL, 2011. 

Electromagnetic Modelling of Planar Circuits Embedded in Laterally Shielded Multilayered Media

L. Golestanirad / J. R. Mosig; M. Mattes (Dir.)  

Lausanne, EPFL, 2011. 

Boosting Localized Features for Speaker and Speech Recognition

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

Lausanne, EPFL, 2011. 

Social Network Analysis for Automatic Role Recognition

S. Favre / H. Bourlard; A. Vinciarelli (Dir.)  

Lausanne, EPFL, 2011. 

Challenges in Computational Electromagnetics : Analysis and Optimization of Planar Multilayered Structures

R. Golubovic / J. R. Mosig (Dir.)  

Lausanne, EPFL, 2011. 

Toward Reliable MR-Based Brain Structure Morphometry : Importance of Rigorous Quality Control

B. M. Maréchal / J-P. Thiran; G. Krüger (Dir.)  

Lausanne, EPFL, 2011. 

Privacy-Sensitive Audio Features for Conversational Speech Processing

S. H. K. Parthasarathi / H. Bourlard; D. Gatica-Perez (Dir.)  

Lausanne, EPFL, 2011. 

Computational Modeling of Face-to-Face Social Interaction Using Nonverbal Behavioral Cues

D. B. Jayagopi / D. Gatica-Perez (Dir.)  

Lausanne, EPFL, 2011. 

2010

An Information Theoretic Approach to Speaker Diarization of Meeting Recordings

D. Vijayasenan / H. Bourlard; F. Valente (Dir.)  

Lausanne, EPFL, 2010. 

Analysis and Design of Ultra-Wideband Antennas in the Spectral and Temporal Domains

G. Quintero Díaz de León / A. Skrivervik Favre (Dir.)  

Lausanne, EPFL, 2010. 

Multilayer Perceptron Based Hierarchical Acoustic Modeling for Automatic Speech Recognition

J. P. Pinto / H. Bourlard (Dir.)  

Lausanne, EPFL, 2010. 

2009

Global brain connectivity analysis by diffusion MR tractography : algorithms, validation and applications

X. Gigandet / J-P. Thiran (Dir.)  

Lausanne, EPFL, 2009.