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39 Results
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Oral
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Mon 17:30 |
Poisoning and Backdooring Contrastive Learning Nicholas Carlini · Andreas Terzis |
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Poster
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Wed 10:30 |
Poisoning and Backdooring Contrastive Learning Nicholas Carlini · Andreas Terzis |
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Poster
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Wed 18:30 |
Learning Weakly-supervised Contrastive Representations Yao-Hung Hubert Tsai · Tianqin Li · Weixin Liu · Peiyuan Liao · Ruslan Salakhutdinov · Louis-Philippe Morency |
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Poster
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Mon 18:30 |
Chaos is a Ladder: A New Theoretical Understanding of Contrastive Learning via Augmentation Overlap Yifei Wang · Qi Zhang · Yisen Wang · Jiansheng Yang · Zhouchen Lin |
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Poster
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Tue 2:30 |
MAML is a Noisy Contrastive Learner in Classification Chia-Hsiang Kao · Wei-Chen Chiu · Pin-Yu Chen |
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Workshop
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Fri 11:04 |
Learning To Ground Decentralized Multi-Agent Communication with Contrastive Learning Yat Long (Richie) Lo · Biswa Sengupta |
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Poster
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Wed 2:30 |
Anomaly Detection for Tabular Data with Internal Contrastive Learning Tom Shenkar · Lior Wolf |
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Poster
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Thu 18:30 |
Analyzing and Improving the Optimization Landscape of Noise-Contrastive Estimation Bingbin Liu · Elan Rosenfeld · Pradeep K Ravikumar · Andrej Risteski |
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Spotlight
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Thu 18:30 |
Analyzing and Improving the Optimization Landscape of Noise-Contrastive Estimation Bingbin Liu · Elan Rosenfeld · Pradeep K Ravikumar · Andrej Risteski |
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Poster
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Mon 18:30 |
The Close Relationship Between Contrastive Learning and Meta-Learning Renkun Ni · Manli Shu · Hossein Souri · Micah Goldblum · Tom Goldstein |
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Poster
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Thu 2:30 |
Prototypical Contrastive Predictive Coding Kyungmin Lee |
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Poster
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Mon 18:30 |
Language modeling via stochastic processes Rose Wang · Esin Durmus · Noah Goodman · Tatsunori Hashimoto |