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-7: Deep Learning for Image and Video Processing I
Sun, 8 May, 22:00 - 22:45 China Time (UTC +8)
Sun, 8 May, 14:00 - 14:45 UTC
Location: Gather Area F
Session Chair: Kai-Kuang Ma, Nanyang Technological University
Track: Machine Learning for Signal Processing

MLSP-7.1: TARGETDROP: A TARGETED REGULARIZATION METHOD FOR CONVOLUTIONAL NEURAL NETWORKS
Hui Zhu, Xiaofang Zhao, Institute of Computing Technology, Chinese Academy of Sciences, China

MLSP-7.2: COARSE-TO-FINE UNSUPERVISED CHANGE DETECTION FOR REMOTE SENSING IMAGES VIA OBJECT-BASED MRF AND INCEPTION UNET
Xuan Hou, Haonan Shi, Ying Li, Northwestern Polytechnical University, China; Yunpeng Bai, Aberystwyth University, China

MLSP-7.3: Combating False Sense of Security: Breaking the Defense of Adversarial Training via Non-Gradient Adversarial Attack
Mingyuan Fan, Wenzhong Guo, Ximeng Liu, Fuzhou University, China; Yang Liu, Xidian University, China; Cen Chen, East China Normal University, China; Shengxing Yu, Peking University, China

MLSP-7.4: DYNAMICALLY PRUNING SEGFORMER FOR EFFICIENT SEMANTIC SEGMENTATION
Haoli Bai, The Chinese University of Hong Kong, China; Hongda Mao, Dinesh Nair, Amazon.com, United States of America

MLSP-7.5: Deformable VisTR: Spatio temporal deformable attention for video instance segmentation
Sudhir Yarram, Jialian Wu, Junsong Yuan, University at Buffalo, United States of America; Pan Ji, Yi Xu, OPPO US Research Center, InnoPeak Technology Inc., United States of America

MLSP-7.6: SINGLE IMAGE SUPER-RESOLUTION USING ASYNCHRONOUS MULTI-SCALE NETWORK
Jiahuan Ji, Baojiang Zhong, Soochow University, China; Kai-Kuang Ma, Nanyang Technological University, Singapore