2021 IEEE International Conference on Acoustics, Speech and Signal Processing
6-11 June 2021 • Toronto, Ontario, Canada
Extracting Knowledge from Information
MLSP-42: Neural Network Pruning |
| Session Type: Poster |
| Time: Friday, 11 June, 11:30 - 12:15 |
| Location: Gather.Town |
| Virtual Session: View on Virtual Platform |
| Session Chair: Igor Fedorov, ARM |
| MLSP-42.1: A FRAMEWORK FOR PRUNING DEEP NEURAL NETWORKS USING ENERGY-BASED MODELS |
| Hojjat Salehinejad; University of Toronto |
| Shahrokh Valaee; University of Toronto |
| MLSP-42.2: PROTOTYPE-BASED PERSONALIZED PRUNING |
| Jangho Kim; Seoul National University |
| Simyung Chang; Qualcomm AI Research |
| Sungrack Yun; Qualcomm AI Research |
| Nojun Kwak; Seoul National University |
| MLSP-42.3: TENSOR REORDERING FOR CNN COMPRESSION |
| Matej Ulicny; Trinity College Dublin |
| Vladimir A. Krylov; Dublin City University |
| Rozenn Dahyot; Trinity College Dublin |
| MLSP-42.4: PRUNING OF CONVOLUTIONAL NEURAL NETWORKS USING ISING ENERGY MODEL |
| Hojjat Salehinejad; University of Toronto |
| Shahrokh Valaee; University of Toronto |
| MLSP-42.5: REWEIGHTED DYNAMIC GROUP CONVOLUTION |
| Weiwei Chen; Ningbo University |
| Chong Wang; Ningbo University |
| Zhehao Zhang; Ningbo University |
| Zheng Huo; Ningbo University |
| Linlin Gao; Ningbo University |
| MLSP-42.6: LAYER-WISE INTERPRETATION OF DEEP NEURAL NETWORKS USING IDENTITY INITIALIZATION |
| Shohei Kubota; Kyushu University |
| Hideaki Hayashi; Kyushu University |
| Tomohiro Hayase; Fujitsu Laboratories |
| Seiichi Uchida; Kyushu University |