2021 IEEE International Conference on Acoustics, Speech and Signal Processing
6-11 June 2021 • Toronto, Ontario, Canada
Extracting Knowledge from Information
MLSP-1: Deep Learning Training Methods 1 |
| Session Type: Poster |
| Time: Tuesday, 8 June, 13:00 - 13:45 |
| Location: Gather.Town |
| Virtual Session: View on Virtual Platform |
| Session Chair: Wenwu Wang, University of Surrey |
| MLSP-1.1: META-LEARNING WITH ATTENTION FOR IMPROVED FEW-SHOT LEARNING |
| Zejiang Hou; Princeton University |
| Anwar Walid; Nokia Bell Labs |
| Sun-Yuan Kung; Princeton University |
| MLSP-1.2: B-SMALL: A BAYESIAN NEURAL NETWORK APPROACH TO SPARSE MODEL-AGNOSTIC META-LEARNING |
| Anish Madan; IIIT Delhi |
| Ranjitha Prasad; IIIT Delhi |
| MLSP-1.3: DEEP TRANSFORM AND METRIC LEARNING NETWORKS |
| Wen Tang; North Carolina State University |
| Emilie Chouzenoux; CentraleSupélec |
| Jean-Christophe Pesquet; CentraleSupélec |
| Hamid Krim; North Carolina State University |
| MLSP-1.4: ROBUSTNESS AND DIVERSITY SEEKING DATA-FREE KNOWLEDGE DISTILLATION |
| Pengchao Han; Northeastern University |
| Jihong Park; Deakin University |
| Shiqiang Wang; IBM T. J. Watson Research Center |
| Yejun Liu; Chongqing University of Posts and Telecommunications |
| MLSP-1.5: ENSEMBLE DISTILLATION APPROACHES FOR GRAMMATICAL ERROR CORRECTION |
| Yassir Fathullah; Cambridge University |
| Mark J. F. Gales; Cambridge University |
| Andrey Malinin; Yandex |
| MLSP-1.6: TRAIN YOUR CLASSIFIER FIRST: CASCADE NEURAL NETWORKS TRAINING FROM UPPER LAYERS TO LOWER LAYERS |
| Shucong Zhang; University of Edinburgh |
| Cong-Thanh Do; Toshiba Research Europe Ltd. |
| Rama Doddipatla; Toshiba Research Europe Ltd. |
| Erfan Loweimi; University of Edinburgh |
| Peter Bell; University of Edinburgh |
| Steve Renals; University of Edinburgh |