MLSP-P1: Learning and Adaptation in Deep Neural Networks
Poster
Tue, 5 May, 14:00 - 16:00
Location: Poster Area 4
Session Type: Poster
Track: Machine Learning for Signal Processing [ML]
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MLSP-P1.1: SARD: Similarity-Aligned Reminiscence and Distillation for Exemplar-Free Class-Incremental Learning
Seongsu Kim, Ilhwan Kim, Sangwoo Yun, Dongheon Lee, Joonki Paik, Chung-Ang University, Korea, Republic of

MLSP-P1.2: UNLOCKING HIDDEN POTENTIAL IN POINT CLOUD NETWORKS WITH ATTENTION-GUIDED GROUPING-FEATURE COORDINATION
Shangzhuo Xie, Qianqian Yang, Zhejiang University, China

MLSP-P1.3: XAI-PRUNER: EXPLAINABILITY-DRIVEN PRUNING OF CNN AND TRANSFORMER
Di Niu, Hengyue Pan, Jingfei Jiang, Jinwei Xu, Xin Niu, National University of Defense Technology, China

MLSP-P1.4: CLIP-driven Zero-shot Learning with Ambiguous Labels
Jinfu Fan, Jiangnan Li, Xiaowen Yan, Xiaohui Zhong, Qingdao University, China; Wenpeng Lu, Qilu University of Technology (Shandong Academy of Sciences), China; Linqing Huang, Shanghai JiaoTong University, China

MLSP-P1.5: WAM-UNET: A HYBRID U-NET ARCHITECTURE WITH WMAA AND AEMAMBA FOR MEDICAL IMAGE SEGMENTATION
Jianlou Lou, Jinyu Ma, Jianxun Lou, Northeast Electric Power University, China

MLSP-P1.6: LGTNET:A DUAL-BRANCH MICRO-EXPRESSION RECOGNITION NETWORK WITH GROUPED CHANNEL ATTENTION AND DEFORMABLE WINDOWS
Wenwen Li, Yanxia Wang, Jing Luo, Xuping Liang, Xinliang Liu, Chongqing Normal University, China

MLSP-P1.7: CRDSNet: Scene Text Recognition Based on Cross-modal and Recurrent Decomposed Self-Attention
Yusen Huang, School of Computer and Artificial Intelligence, Beijing Technology and Business University, China; Qiang Zheng, Automation Research and Design Institute of Metallurgical Industry, China; Dongfang Zhao, Jize Jiang, School of Computer and Artificial Intelligence, Beijing Technology and Business University, China; Depeng Gao, School of Yonyou Digital and Intelligence, Nantong institute of technology Nantong, Jiangsu, China., China

MLSP-P1.8: BI-RECNET: BIDIRECTIONAL RECONCILIATION NETWORK FOR HIERARCHICAL TIME SERIES FORECASTING
Xiaoping Qiu, Bo Peng, Southwest Jiaotong University, China

MLSP-P1.9: MULTI-SCALE TASK-AWARE EEG REPRESENTATION LEARNING FOR COGNITIVE STATE RECOGNITION
Siyuan Wang, Zhi Xu, Pengcheng Xue, Nanjing University of Aeronautics and Astronautics, China; Dong Nie, CA, United States of America; Shile Qi, Nanjing University of Aeronautics and Astronautics, China; Geng Chen, Northwestern Polytechnical University, China; Daoqiang Zhang, Xuyun Wen, Nanjing University of Aeronautics and Astronautics, China

MLSP-P1.10: Beyond Sampling: Classwise Loss Optimization for Imbalanced Deep Learning Recommendation Systems
Xulei Zhang, Jinghao Wen, Xun Jiao, Villanova University, United States of America