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106 Results
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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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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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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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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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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 14:00 |
Contrastive and Non-Contrastive Self-Supervised Learning Recover Global and Local Spectral Embedding Methods Randall Balestriero · Yann LeCun |
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Poster
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Wed 9:00 |
Variable-rate hierarchical CPC leads to acoustic unit discovery in speech Santiago Cuervo · Adrian Lancucki · Ricard Marxer · Paweł Rychlikowski · Jan Chorowski |
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Poster
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[Re] Understanding Self-Supervised Learning Dynamics without Contrastive Pairs Tobias Höppe · Agnieszka Miszkurka · Dennis Bogatov Wilkman |
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Poster
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Wed 9:00 |
Beyond Separability: Analyzing the Linear Transferability of Contrastive Representations to Related Subpopulations Jeff Z. HaoChen · Colin Wei · Ananya Kumar · Tengyu Ma |
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Poster
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Thu 14:00 |
Augmentations in Hypergraph Contrastive Learning: Fabricated and Generative Tianxin Wei · Yuning You · Tianlong Chen · Yang Shen · Jingrui He · Zhangyang Wang |
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Poster
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Wed 14:00 |
Procedural Image Programs for Representation Learning Manel Baradad · Richard Chen · Jonas Wulff · Tongzhou Wang · Rogerio Feris · Antonio Torralba · Phillip Isola |