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TH2.I: Neural Networks Applications I

Session Type: Lecture
Time: Thursday, 7 May, 11:30 - 13:30
Location: On-Demand
Session Chair: Murat Akcakaya, University of Pittsburgh
 
   TH2.I.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
 
   TH2.I.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
 
   TH2.I.3: SELF-SUPERVISED LEARNING FOR ECG-BASED EMOTION RECOGNITION
         Pritam Sarkar; Queen's University
         Ali Etemad; Queen's University
 
   TH2.I.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
 
   TH2.I.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
 
   TH2.I.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