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Poster
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Wed 14:00 |
The Mechanism of Prediction Head in Non-contrastive Self-supervised Learning Zixin Wen · Yuanzhi Li |
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Poster
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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 |
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Poster
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Wed 9:00 |
“Why Not Other Classes?”: Towards Class-Contrastive Back-Propagation Explanations Yipei Wang · Xiaoqian Wang |
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Workshop
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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 |
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Poster
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Tue 9:00 |
Structured Energy Network As a Loss Jay Yoon Lee · Dhruvesh Patel · Purujit Goyal · Wenlong Zhao · Zhiyang Xu · Andrew McCallum |
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Poster
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Tue 14:00 |
Contrastive and Non-Contrastive Self-Supervised Learning Recover Global and Local Spectral Embedding Methods Randall Balestriero · Yann LeCun |
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Workshop
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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 |
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Poster
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Thu 9:00 |
Energy-Based Contrastive Learning of Visual Representations Beomsu Kim · Jong Chul Ye |
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Poster
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Tue 14:00 |
An Empirical Study on Disentanglement of Negative-free Contrastive Learning Jinkun Cao · Ruiqian Nai · Qing Yang · Jialei Huang · Yang Gao |
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Affinity Workshop
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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 |
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Workshop
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Semi-Supervised Cross-Consistency Contrastive Learning for Nuclei Segmentation in Histology Images Raja Muhammad Saad Bashir · Talha Qaiser · Shan Raza · Nasir Rajpoot |
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Workshop
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Fri 13:00 |
Contrastive Learning of Electrodermal Activity Representations for Stress Detection Katie Matton · Robert Lewis · John Guttag · Rosalind Picard |