MLSP-L2: Transfer Learning I
Tue, 16 Apr, 13:10 - 15:10 (UTC +9)
Location: Room E3
Session Type: Lecture
Session Co-Chairs: Mete Ozay, Samsung and Sijia Liu, Michigan State University
Track: Machine Learning for Signal Processing
Click the to view the manuscript on IEEE Xplore Open Preview
Tue, 16 Apr, 13:10 - 13:30 (UTC +9)
 

MLSP-L2.1: G2G: GENERALIZED LEARNING BY CROSS-DOMAIN KNOWLEDGE TRANSFER FOR FEDERATED DOMAIN GENERALIZATION
Xinqian Chen, Jin Zhang, Xiaoli Gong, NanKai University, China
Tue, 16 Apr, 13:30 - 13:50 (UTC +9)
 

MLSP-L2.2: Enhanced Unsupervised Domain Adaptation with Dual-attention between Classification and Domain Alignment
Yifan Pan, Guibo Luo, Bairong Li, Yuesheng Zhu, Peking University, China
Tue, 16 Apr, 13:50 - 14:10 (UTC +9)
 

MLSP-L2.3: ELEVATING VISUAL PROMPTING IN TRANSFER LEARNING VIA PRUNED MODEL ENSEMBLES: NO RETRAIN, NO PAIN
Brian Zhang, Northville High School, United States of America; Yuguang Yao, Sijia Liu, Michigan State University, United States of America
Tue, 16 Apr, 14:10 - 14:30 (UTC +9)
 

MLSP-L2.4: IRLSG: INVARIANT REPRESENTATION LEARNING FOR SINGLE-DOMAIN GENERALIZATION IN MEDICAL IMAGE SEGMENTATION
Ziwei Niu, Hao Sun, Shuyi Ouyang, Shiao Xie, Zhejiang University, China; Yen-Wei Chen, Ritsumeikan University, China; Ruofeng Tong, Lanfen Lin, Zhejiang University, China
Tue, 16 Apr, 14:30 - 14:50 (UTC +9)
 

MLSP-L2.5: DEEP NEURAL NETWORK MODELS TRAINED WITH A FIXED RANDOM CLASSIFIER TRANSFER BETTER ACROSS DOMAINS
Hafiz Tiomoko Ali, Umberto Michieli, Ji joong Moon, Daehyun Kim, Mete Ozay, Samsung, United Kingdom of Great Britain and Northern Ireland
Tue, 16 Apr, 14:50 - 15:10 (UTC +9)
 

MLSP-L2.6: ENHANCING CROSS-DOMAIN DETECTION: ADAPTIVE CLASS-AWARE CONTRASTIVE TRANSFORMER
Ziru ZENG, Yue DING, Hongtao Lu, shanghaijiaotong University, China