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Poster
Wed 14:00 The Mechanism of Prediction Head in Non-contrastive Self-supervised Learning
Zixin Wen · Yuanzhi Li
Poster
Tue 9:00 Bridging the Gap from Asymmetry Tricks to Decorrelation Principles in Non-contrastive Self-supervised Learning
Kang-Jun Liu · Masanori Suganuma · Takayuki Okatani
Poster
Wed 9:00 “Why Not Other Classes?”: Towards Class-Contrastive Back-Propagation Explanations
Yipei Wang · Xiaoqian Wang
Workshop
pFLSynth: Personalized Federated Learning of Image Synthesis in Multi-Contrast MRI
Onat Dalmaz · Muhammad U Mirza · Gökberk Elmas · Muzaffer Özbey · Salman Ul Hassan Dar · Emir Ceyani · Salman Avestimehr · Tolga Cukur
Poster
Tue 9:00 Structured Energy Network As a Loss
Jay Yoon Lee · Dhruvesh Patel · Purujit Goyal · Wenlong Zhao · Zhiyang Xu · Andrew McCallum
Poster
Tue 14:00 Contrastive and Non-Contrastive Self-Supervised Learning Recover Global and Local Spectral Embedding Methods
Randall Balestriero · Yann LeCun
Workshop
pFLSynth: Personalized Federated Learning of Image Synthesis in Multi-Contrast MRI
Onat Dalmaz · Muhammad U Mirza · Gökberk Elmas · Muzaffer Özbey · Salman Ul Hassan Dar · Emir Ceyani · Salman Avestimehr · Tolga Cukur
Poster
Thu 9:00 Energy-Based Contrastive Learning of Visual Representations
Beomsu Kim · Jong Chul Ye
Poster
Tue 14:00 An Empirical Study on Disentanglement of Negative-free Contrastive Learning
Jinkun Cao · Ruiqian Nai · Qing Yang · Jialei Huang · Yang Gao
Affinity Workshop
Boosting Multi-modal Contrastive Learning with Modern Hopfield Networks and InfoLOOB
Andreas Fürst · Elisabeth Rumetshofer · Johannes Lehner · Viet T. Tran · Fei Tang · Hubert Ramsauer · David Kreil · Michael Kopp · Günter Klambauer · Angela Bitto · Sepp Hochreiter
Workshop
Semi-Supervised Cross-Consistency Contrastive Learning for Nuclei Segmentation in Histology Images
Raja Muhammad Saad Bashir · Talha Qaiser · Shan Raza · Nasir Rajpoot
Workshop
Fri 13:00 Contrastive Learning of Electrodermal Activity Representations for Stress Detection
Katie Matton · Robert Lewis · John Guttag · Rosalind Picard