MLSP-L9: Autoencoders |
| Session Type: Lecture |
| Time: Friday, 8 May, 08:00 - 10:00 |
| Location: On-Demand |
| Virtual Session: View on Virtual Platform |
| Session Chair: Piya Pal, University of California, San Diego |
| MLSP-L9.1: CONTINUAL LEARNING THROUGH ONE-CLASS CLASSIFICATION USING VAE |
| Felix Wiewel; University of Stuttgart |
| Andreas Brendle; University of Stuttgart |
| Bin Yang; University of Stuttgart |
| MLSP-L9.2: ESTIMATION OF POST-NONLINEAR CAUSAL MODELS USING AUTOENCODING STRUCTURE |
| Kento Uemura; Fujitsu Laboratories Ltd. |
| Shohei Shimizu; Shiga University |
| MLSP-L9.3: FROM SYMBOLS TO SIGNALS: SYMBOLIC VARIATIONAL AUTOENCODERS |
| Chinmaya Devaraj; University of Maryland |
| Aritra Chowdhury; GE Research |
| Arpit Jain; GE Research |
| James Kubricht; GE Research |
| Tu Peter; GE Research |
| Alberto Santamaria-Pang; GE Research |
| MLSP-L9.4: GRAPH AUTO-ENCODER FOR GRAPH SIGNAL DENOISING |
| Tien Huu Do; Vrije Universiteit Brussel |
| Minh Duc Nguyen; Vrije Universiteit Brussel |
| Nikos Deligiannis; Vrije Universiteit Brussel |
| MLSP-L9.5: A PRIORI ESTIMATES OF THE GENERALIZATION ERROR FOR AUTOENCODERS |
| Zehao Dou; Peking University |
| Weinan E; Princeton University |
| Chao Ma; Princeton University |