MLSP-L6: Sparsity Aware Processing and Learning |
| Session Type: Lecture |
| Time: Thursday, 7 May, 11:30 - 13:30 |
| Location: On-Demand |
| Virtual Session: View on Virtual Platform |
| Session Chair: Danilo Comminiello, University of Rome |
| MLSP-L6.1: OPTIMAL LAPLACIAN REGULARIZATION FOR SPARSE SPECTRAL COMMUNITY DETECTION |
| Lorenzo Dall'Amico; GIPSA lab - Grenoble INP |
| Romain Couillet; GIPSA lab - Grenoble INP |
| Nicolas Tremblay; GIPSA lab - Grenoble INP |
| MLSP-L6.2: ANOMALY DETECTION IN MIXED TIME-SERIES USING A CONVOLUTIONAL SPARSE REPRESENTATION WITH APPLICATION TO SPACECRAFT HEALTH MONITORING |
| Barbara Pilastre; TéSA |
| Gustavo Silva; Pontifica Universidad Catolica del Peru |
| Loïc Boussouf; Airbus Defence and Space |
| Stéphane D'Escrivan; CNES |
| Paul Rodriguez; Pontifica Universidad Catolica del Peru |
| Jean-Yves Tourneret; ENSEEIHT-IRIT/TéSA |
| MLSP-L6.3: VARIATIONAL STUDENT: LEARNING COMPACT AND SPARSER NETWORKS IN KNOWLEDGE DISTILLATION FRAMEWORK |
| Srinidhi Hegde; TCS Research |
| Ranjitha Prasad; TCS Research |
| Ramya Hebbalaguppe; TCS Research |
| Vishwajeet Kumar; IIT Kharagpur |
| MLSP-L6.4: LOW RANK ACTIVATIONS FOR TENSOR-BASED CONVOLUTIONAL SPARSE CODING |
| Pierre Humbert; CMLA - École normale supérieure Paris-Saclay |
| Julien Audiffren; CMLA - École normale supérieure Paris-Saclay |
| Laurent Oudre; L2TI Universite Paris 13 |
| Nicolas Vayatis; CMLA - École normale supérieure Paris-Saclay |