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Poster
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Mon 1:00 |
What Makes Instance Discrimination Good for Transfer Learning? Nanxuan Zhao · Zhirong Wu · Rynson W Lau · Stephen Lin |
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Poster
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Mon 9:00 |
Into the Wild with AudioScope: Unsupervised Audio-Visual Separation of On-Screen Sounds Efthymios Tzinis · Scott Wisdom · Aren Jansen · Shawn Hershey · Tal Remez · Dan Ellis · John Hershey |
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Poster
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Mon 9:00 |
Parameter Efficient Multimodal Transformers for Video Representation Learning Sangho Lee · Youngjae Yu · Gunhee Kim · Thomas Breuel · Jan Kautz · Yale Song |
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Poster
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Mon 9:00 |
Self-Supervised Policy Adaptation during Deployment Nicklas Hansen · Rishabh Jangir · Yu Sun · Guillem Alenyà · Pieter Abbeel · Alexei Efros · Lerrel Pinto · Xiaolong Wang |
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Poster
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Mon 9:00 |
What Should Not Be Contrastive in Contrastive Learning Tete Xiao · Xiaolong Wang · Alexei Efros · trevor darrell |
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Poster
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Mon 17:00 |
Online Adversarial Purification based on Self-supervised Learning Changhao Shi · Chester Holtz · Gal Mishne |
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Spotlight
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Mon 19:55 |
Mathematical Reasoning via Self-supervised Skip-tree Training Markus Rabe · Dennis Lee · Kshitij Bansal · Christian Szegedy |
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Poster
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Tue 1:00 |
Prototypical Contrastive Learning of Unsupervised Representations Junnan Li · Pan Zhou · Caiming Xiong · Steven Hoi |
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Poster
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Tue 9:00 |
Data-Efficient Reinforcement Learning with Self-Predictive Representations Max Schwarzer · Ankesh Anand · Rishab Goel · R Devon Hjelm · Aaron Courville · Philip Bachman |
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Poster
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Tue 9:00 |
Self-Supervised Learning of Compressed Video Representations Youngjae Yu · Sangho Lee · Gunhee Kim · Yale Song |
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Poster
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Tue 9:00 |
Representation Learning via Invariant Causal Mechanisms Jovana Mitrovic · Brian McWilliams · Jacob C Walker · Lars Buesing · Charles Blundell |
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Poster
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Tue 9:00 |
Towards Faster and Stabilized GAN Training for High-fidelity Few-shot Image Synthesis Bingchen Liu · Yizhe Zhu · Kunpeng Song · Ahmed Elgammal |