IEEE ICASSP 2022

2022 IEEE International Conference on Acoustics, Speech and Signal Processing

7-13 May 2022
  • Virtual (all paper presentations)
22-27 May 2022
  • Main Venue: Marina Bay Sands Expo & Convention Center, Singapore
27-28 October 2022
  • Satellite Venue: Crowne Plaza Shenzhen Longgang City Centre, Shenzhen, China

ICASSP 2022
MLSP-30: Deep Learning IV
Wed, 11 May, 20:00 - 20:45 China Time (UTC +8)
Wed, 11 May, 12:00 - 12:45 UTC
Location: Gather Area F
Session Chair: Fei Chen, Southern University of Science and Technology
Track: Machine Learning for Signal Processing

MLSP-30.1: Memory in Echo State Networks and the Controllability Matrix rank
Brian Whiteaker, Peter Gerstoft, UC San Diego and Scripps Inst. of Oceanography, United States of America

MLSP-30.2: OT CLEANER: LABEL CORRECTION AS OPTIMAL TRANSPORT
Jun Xia, Zhejiang University, Westlake University, China; Cheng Tan, Lirong Wu, Yongjie Xu, Stan Z. Li, Westlake University, China

MLSP-30.3: DEMON: IMPROVED NEURAL NETWORK TRAINING WITH MOMENTUM DECAY
John Chen, Cameron Wolfe, Anastasios Kyrillidis, Rice University, United States of America; Zhao Li, UT Health, United States of America

MLSP-30.4: DEPTH PRUNING WITH AUXILIARY NETWORKS FOR TINYML
Josen Daniel De Leon, Rowel Atienza, University of the Philippines, Philippines

MLSP-30.5: GLASSOFORMER: A QUERY-SPARSE TRANSFORMER FOR POST-FAULT POWER GRID VOLTAGE PREDICTION
Yunling Zheng, Carson Hu, Jack Xin, University of California, Irvine, United States of America; Guang Lin, Purdue University, United States of America; Meng Yue, Brookhaven National Laboratory, United States of America; Bao Wang, University of Utah, United States of America

MLSP-30.6: SAR-ShipNet: SAR-Ship Detection Neural Network via Bidirectional Coordinate Attention and Multi-resolution Feature Fusion
Yuwen Deng, Donghai Guan, Weiwei Yuan, Jiemin Ji, Mingqiang Wei, Nanjing University of Aeronautics and Astronautics, China; Yanyu Chen, Fudan University, China