MLSP-P75: Emerging Topics in Machine Learning for Signal Processing II
Poster
Fri, 8 May, 09:00 - 11:00
Location: Poster Area 8
Session Type: Poster
Track: Machine Learning for Signal Processing [ML]
Click the to view the manuscript on IEEE Xplore Open Preview

MLSP-P75.1: G-SFADA: GRADIENT-INSPIRED SOURCE-FREE ACTIVE DOMAIN ADAPTATION FOR SEMANTIC SEGMENTATION
Yibin Wen, Defeng Gu, Juepeng Zheng, Sun Yat-sen University, China

MLSP-P75.2: Few-shot Learning via Multi-modal Representation Integration
Junjie Li, Beijing University of Posts and Telecommunications, China; KangYu Xiao, University of Science and Technology of China, China; Zengbin Wang, Man Zhang, Beijing University of Posts and Telecommunications, China

MLSP-P75.3: Adaptive and Balanced Re-initialization for Long-timescale Continual Test-time Domain Adaptation
Yanshuo Wang, Hong Kong Polytechnic University, Hong Kong; Jinguang Tong, Australian National University, Australia; Jun Lan, Weiqiang Wang, Huijia Zhu, Haoxing Chen, Antgroup, China; Xuesong Li, CSIRO, Australia; Jie Hong, The University of Hong Kong, Hong Kong

MLSP-P75.4: HYPERTEST: LOW RANK TEST-TIME ADAPTATION FOR CROSS-SCENE HYPERSPECTRAL IMAGE CLASSIFICATION
Weilong Zhu, Jun Li, Quan Zhang, Yan Li, Yuanxi Peng, National University of Defense Technology, China

MLSP-P75.5: SIMILARITY-AWARE ANISOTROPIC SHARPENING FOR TRAINING-FREE TEST-TIME ADAPTATION WITH DISTRIBUTIONAL DISCRIMINANTS
Fan Ji, Hao Li, Institute of Software, Chinese Academy of Sciences; University of Chinese Academy of Sciences, China; Jiangmeng Li, Institute of Software, Chinese Academy of Sciences, China; Xiongxin Tang, Fanjiang Xu, Institute of Software, Chinese Academy of Sciences; University of Chinese Academy of Sciences, China

MLSP-P75.6: REVISITING PROTOTYPES FOR OPEN-DOMAIN CONTINUAL LEARNING IN VISION-LANGUAGE MODELS
Yadong Lu, Shitian Zhao, Boxiang Yun, Qingli Li, Yan Wang, East China Normal University, China

MLSP-P75.7: TENSLORA: TENSOR ALTERNATIVES FOR LOW-RANK ADAPTATION
Axel Marmoret, Reda Bensaid, Jonathan Lys, Vincent Gripon, IMT Atlantique, France; François Leduc-Primeau, Polytechnique Montréal, Canada

MLSP-P75.8: Robust Test-time Adaptation by Unifying Principled Priors and Adaptive Feature Regularization
Tianyi Wang, Xu Gu, Yangge Qian, Jingyang Shan, Xiaolin Qin, Chengdu Institute of Computer Application, Chinese Academy of Sciences, China

MLSP-P75.9: From Synthetic to Wild: Dual Alignment for Unsupervised Domain Adaptation RGBT Crowd Counting
Shenjian Gong, Yu Zhang, National University of Defense Technology, China; Rui Yang, Heng Yin, Jianghuai Advance Technology Center, China; Xing Yang, National University of Defense Technology, China