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Poster
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Tue 17:00
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On the Generalization of Multi-modal Contrastive Learning
Qi Zhang · Yifei Wang · Yisen Wang
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Workshop
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Rethinking Robust Contrastive Learning from the Adversarial Perspective
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Workshop
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Complementary Benefits of Contrastive Learning and Self-Training Under Distribution Shift
Saurabh Garg · Amrith Setlur · Zachary Lipton · Sivaraman Balakrishnan · Virginia Smith · Aditi Raghunathan
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Poster
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Thu 16:30
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Randomized Schur Complement Views for Graph Contrastive Learning
Vignesh Kothapalli
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Workshop
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Rethinking Robust Contrastive Learning from the Adversarial Perspective
Fatemeh Ghofrani · Mehdi Yaghouti · Pooyan Jamshidi
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Workshop
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Supervised-Contrastive Loss Learns Orthogonal Frames and Batching Matters
Ganesh Ramachandra Kini · Vala Vakilian · Tina Behnia · Jaidev Gill · Christos Thrampoulidis
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Poster
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Tue 14:00
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Rethinking Weak Supervision in Helping Contrastive Learning
Jingyi Cui · Weiran Huang · Yifei Wang · Yisen Wang
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Workshop
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Sat 14:50
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Dual Propagation: Accelerating Contrastive Hebbian Learning with Dyadic Neurons
Rasmus Kjær Høier
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Poster
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Thu 16:30
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Patch-level Contrastive Learning via Positional Query for Visual Pre-training
Shaofeng Zhang · Qiang Zhou · Zhibin Wang · Fan Wang · Junchi Yan
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Workshop
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Fri 19:00
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Which Features are Learned by Contrastive Learning? On the Role of Simplicity Bias in Class Collapse and Feature Suppression
Yihao Xue · Siddharth Joshi · Eric Gan · Pin-Yu Chen · Baharan Mirzasoleiman
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Poster
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Thu 13:30
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Which Features are Learnt by Contrastive Learning? On the Role of Simplicity Bias in Class Collapse and Feature Suppression
Yihao Xue · Siddharth Joshi · Eric Gan · Pin-Yu Chen · Baharan Mirzasoleiman
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Oral
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Tue 20:46
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Which Features are Learnt by Contrastive Learning? On the Role of Simplicity Bias in Class Collapse and Feature Suppression
Yihao Xue · Siddharth Joshi · Eric Gan · Pin-Yu Chen · Baharan Mirzasoleiman
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