BISP-P13.7
Mitigating Representation Collapse in Direct Finetuning for Domain Adaptation
Wenqiang Zu, School of Artificial Intelligence, University of Chinese Academy of Sciences, China; Renda Han, Hainan University, China; Yuanhao Xi, Ramin Yahyapour, University of Göttingen, Germany
Session:
BISP-P13: Medical Image Analysis IX Poster
Track:
Biomedical Signal and Image Processing [BI]
Location:
Poster Area 12
Presentation Time:
Wed, 6 May, 14:00 - 16:00
Presentation
Discussion
Resources
No resources available.
Session BISP-P13
BISP-P13.1: AUXILIARY TASKS BENEFIT SKIN LESION SEGMENTATION
Yuheng Yang, Quanyi Yu, Changchun University, China; Na Ta, Hulunbuir University, China; Jing Hong, Changchun University, China
BISP-P13.2: FLE-UMAMBA: A VISION MAMBA-BASED UNET FOR FEATURE LOCALIZATION AND EXTRACTION IN MEDICAL IMAGE SEGMENTATION
Min Shiquan, Zhu Jiangping, Zhou Pei, Peng Yiran, Gan Fangji, Zhu ZhengZhong, Sichuan Universit, China
BISP-P13.3: CANCER OF UNKNOWN PRIMARY PREDICTION VIA SEMANTIC PROMPTING AND TUMOR ENVIRONMENT-AWARE PATCH SELECTION
Qi Jia, Qiuhan Bo, Shuilian Yao, Yu Liu, Dalian University of Technology, China; Lili Sun, Yanmei Zhu, Cancer Hospital of Dalian University of Technology & Liaoning Cancer Hospital and Institute, China
BISP-P13.4: SCMC-Net: Leveraging self-calibrated channel attention and multiple convolutions for robust skin lesion segmentation
Zhaozhao Su, Yuxuan Luo, Xinjiang University, China; Jingqiong Su, Jinzhong College of Information, China; Jiang Zhang, Xinjiang Normal University, China; Ruichen Wang, ChangJi College, China; Zhiqiang Zhu, Liejun Wang, Xinjiang University, China; Xiaodong Fu, Kunming University of Science and Technology, China
BISP-P13.5: DDMAMBA: DUAL-SCALE CONSTRAINED DEFORMABLE CONVOLUTION WITH MAMBA FOR MEDICAL IMAGE SEGMENTATION
Jiahao Yu, Ju Zhang, Tianlei Wu, Hangzhou Normal University, China
BISP-P13.6: STRUCTURAL COMPLEXITY OF BRAIN MRI REVEALS AGE-ASSOCIATED PATTERNS
Anzhe Cheng, University of Southern California, United States of America; Italo Ivo Lima Dias Pinto, Universidade de São Paulo, Brazil; Paul Bogdan, University of Southern California, United States of America
BISP-P13.7: Mitigating Representation Collapse in Direct Finetuning for Domain Adaptation
Wenqiang Zu, School of Artificial Intelligence, University of Chinese Academy of Sciences, China; Renda Han, Hainan University, China; Yuanhao Xi, Ramin Yahyapour, University of Göttingen, Germany
BISP-P13.8: BRIDGING INTENSITY AND STRUCTURE GAPS IN CROSS-MODALITY MEDICAL IMAGE SEGMENTATION VIA DUAL ALIGNMENT
Xi Lin, Zhaoye Wu, The Key Laboratory of Multimedia Trusted Perception and Efficient Computing, Ministry of Education of China, Xiamen University, Xiamen 361005, China, China; Yan Wang, Xiamen Cardiovascular Hospital, Xiamen University, Xiamen 361005, China, China; Chenxi Huang, The Key Laboratory of Multimedia Trusted Perception and Efficient Computing, Ministry of Education of China, Xiamen University, Xiamen 361005, China, China
BISP-P13.9: TGME-NET: TEXT-GUIDED MULTI-SCALE ENHANCEMENT NETWORK FOR SEMI-SUPERVISED MEDICAL IMAGE SEGMENTATION
Feng Li, Chen Sun, Bing Wang, Jian Zhou, Anhui University of Finance and Economics, China
BISP-P13.10: MSDFNET: AN AGGREGATION PERCEPTION-BASED MULTI-MODAL SKIN LESION CLASSIFICATION NETWORK
Xiaolong Wang, Mingyue Yang, Yaoyao Feng, Zonglin Wu, Shanxiong Chen, Southwest University, China
Contacts