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Poster
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Tue 14:00
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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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Tue 14:00
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Improving Self-Supervised Learning by Characterizing Idealized Representations
Yann Dubois · Stefano Ermon · Tatsunori Hashimoto · Percy Liang
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Panel
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Tue 10:45
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Panel 1B-4: Video PreTraining (VPT):… & Energy-Based Contrastive Learning…
Beomsu Kim · Bowen Baker
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Workshop
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Spectrum Guided Topology Augmentation for Graph Contrastive Learning
Lu Lin · Jinghui Chen · Hongning Wang
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Poster
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[Re] Reproducibility Report: Contrastive Learning of Socially-aware Motion Representations
Roopsa Sen · Sidharth Sinha · Animesh Jha · Parv Maheshwari
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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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Long-Form Video-Language Pre-Training with Multimodal Temporal Contrastive Learning
Yuchong Sun · Hongwei Xue · Ruihua Song · Bei Liu · Huan Yang · Jianlong Fu
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Poster
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Thu 14:00
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A contrastive rule for meta-learning
Nicolas Zucchet · Simon Schug · Johannes von Oswald · Dominic Zhao · João Sacramento
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Affinity Workshop
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Mon 9:20
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Stronger is not better: Better Augmentations in Contrastive Learning for Medical Image Segmentation
Azeez Idris
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Workshop
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Unsupervised Wildfire Change Detection based on Contrastive Learning
Beichen Zhang · Huiqi Wang · Amani Alabri · Karol Bot · Cole McCall · Dale Hamilton · Vít Růžička
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Poster
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Thu 14:00
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Augmentations in Hypergraph Contrastive Learning: Fabricated and Generative
Tianxin Wei · Yuning You · Tianlong Chen · Yang Shen · Jingrui He · Zhangyang Wang
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Workshop
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Graph Contrastive Learning with Cross-view Reconstruction
Qianlong Wen · Zhongyu Ouyang · Chunhui Zhang · Yiyue Qian · Yanfang Ye · Chuxu Zhang
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