MLSP-L5: Neural Networks Applications I |
| Session Type: Lecture |
| Time: Thursday, 7 May, 11:30 - 13:30 |
| Location: On-Demand |
| Virtual Session: View on Virtual Platform |
| Session Chair: Murat Akcakaya, University of Pittsburgh |
| MLSP-L5.1: A BIN ENCODING TRAINING OF A SPIKING NEURAL NETWORK BASED VOICE ACTIVITY DETECTION |
| Giorgia Dellaferrera; Ecole Polytechnique Fédérale de Lausanne (EPFL) |
| Flavio Martinelli; Ecole Polytechnique Fédérale de Lausanne (EPFL) |
| Milos Cernak; Logitech Europe |
| MLSP-L5.2: ECG HEARTBEAT CLASSIFICATION BASED ON MULTI-SCALE WAVELET CONVOLUTIONAL NEURAL NETWORKS |
| Lahcen El Bouny; Hassan II University Of Casablanca |
| Mohammed Khalil; Hassan II University Of Casablanca |
| Abdellah Adib; Hassan II University Of Casablanca |
| MLSP-L5.3: SELF-SUPERVISED LEARNING FOR ECG-BASED EMOTION RECOGNITION |
| Pritam Sarkar; Queen's University |
| Ali Etemad; Queen's University |
| MLSP-L5.4: EXPRESSION-GUIDED EEG REPRESENTATION LEARNING FOR EMOTION RECOGNITION |
| Soheil Rayatdoost; University of Geneva |
| David Rudrauf; University of Geneva |
| Mohammad Soleymani; University of Southern California |
| MLSP-L5.5: ATTENTION DRIVEN FUSION FOR MULTI-MODAL EMOTION RECOGNITION |
| Darshana Priyasad; Queensland University of Technology |
| Tharindu Fernando; Queensland University of Technology |
| Simon Denman; Queensland University of Technology |
| Sridha Sridharan; Queensland University of Technology |
| Clinton Fookes; Queensland University of Technology |
| MLSP-L5.6: LEARNING THE SPATIO-TEMPORAL DYNAMICS OF PHYSICAL PROCESSES FROM PARTIAL OBSERVATIONS |
| Ibrahim Ayed; Sorbonne Université, Theresis Lab Thales |
| Emmanuel de Bézenac; Sorbonne Université |
| Arthur Pajot; Sorbonne Université |
| Patrick Gallinari; Sorbonne Université / Criteo AI Lab |