MLSP-L6: Self-Supervised and Semi-Supervised Learning I
Wed, 17 Apr, 08:20 - 10:20 (UTC +9)
Location: Room 102
Session Type: Lecture
Session Co-Chairs: Justin Dauwels, Delft University of Technology and Leibny Paola Garcia, Johns Hopkins University
Track: Machine Learning for Signal Processing
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Wed, 17 Apr, 08:20 - 08:40 (UTC +9)
 

MLSP-L6.1: J-MAE: JIGSAW MEETS MASKED AUTOENCODERS IN X-RAY SECURITY INSPECTION
Weichen Xu, Jian Cao, Tianhao Fu, Peking University, China; Awen Bai, Beihang University, China; Ruilong Ren, Zicong Hu, Xixin Cao, Xing Zhang, Peking University, China
Wed, 17 Apr, 08:40 - 09:00 (UTC +9)
 

MLSP-L6.2: Adaptive Multi-View Joint Contrastive Learning on Graphs
Long Chen, Qianqian Ren, Zilong Li, Hui Xu, Heilongjiang University, China
Wed, 17 Apr, 09:00 - 09:20 (UTC +9)
 

MLSP-L6.3: UAMIX-MAE: EFFICIENT TUNING OF PRETRAINED AUDIO TRANSFORMERS WITH UNSUPERVISED AUDIO MIXTURES
Afrina Tabassum, Virginia Tech, United States of America; Dung Tran, Trung Dang, Microsoft, United States of America; Ismini Lourentzou, Virginia Tech, United States of America; Kazuhito Koishida, Microsoft, United States of America
Wed, 17 Apr, 09:20 - 09:40 (UTC +9)
 

MLSP-L6.4: CONTRASTIVE LEARNING FOR REGRESSION ON HYPERSPECTRAL DATA
Mohamad DHAINI, Maxime Berar, Paul Honeine, University Rouen Normandie, France; Antonin Van Exem, Tellux Company, France
Wed, 17 Apr, 09:40 - 10:00 (UTC +9)
 

MLSP-L6.5: Credible Teacher for Semi-Supervised Object Detection in Open Scene
Jingyu Zhuang, Kuo Wang, Liang Lin, Guanbin Li, Sun Yat-sen University, China
Wed, 17 Apr, 10:00 - 10:20 (UTC +9)
 

MLSP-L6.6: DMT: Comprehensive Distillation with Multiple Self-supervised Teachers
Yuang Liu, East China Normal University, China; Jing Wang, Qiang Zhou, Fan Wang, Alibaba Group, China; Jun Wang, Wei Zhang, East China Normal University, China