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38 Results

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Poster
Mon 9:00 Conditional Negative Sampling for Contrastive Learning of Visual Representations
Mike Wu · Milan Mosse · Chengxu Zhuang · Daniel Yamins · Noah Goodman
Poster
Tue 9:00 Provable Rich Observation Reinforcement Learning with Combinatorial Latent States
Dipendra Kumar Misra · Qinghua Liu · Chi Jin · John Langford
Poster
Tue 17:00 Universal Weakly Supervised Segmentation by Pixel-to-Segment Contrastive Learning
Tsung-Wei Ke · Jyh-Jing Hwang · Stella Yu
Spotlight
Thu 12:20 Contrastive Behavioral Similarity Embeddings for Generalization in Reinforcement Learning
Rishabh Agarwal · Marlos C. Machado · Pablo Samuel Castro · Marc G Bellemare
Poster
Thu 17:00 CO2: Consistent Contrast for Unsupervised Visual Representation Learning
Chen Wei · Huiyu Wang · Wei Shen · Alan Yuille
Poster
Tue 9:00 Representation Learning via Invariant Causal Mechanisms
Jovana Mitrovic · Brian McWilliams · Jacob C Walker · Lars Buesing · Charles Blundell
Poster
Thu 9:00 Contrastive Behavioral Similarity Embeddings for Generalization in Reinforcement Learning
Rishabh Agarwal · Marlos C. Machado · Pablo Samuel Castro · Marc G Bellemare
Poster
Mon 9:00 What Should Not Be Contrastive in Contrastive Learning
Tete Xiao · Xiaolong Wang · Alexei Efros · trevor darrell
Poster
Mon 1:00 Exploring Balanced Feature Spaces for Representation Learning
Bingyi Kang · Yu Li · Sain Xie · Zehuan Yuan · Jiashi Feng
Poster
Tue 9:00 Support-set bottlenecks for video-text representation learning
Mandela Patrick · Po-Yao Huang · Yuki Asano · Florian Metze · Alexander G Hauptmann · Joao F. Henriques · Andrea Vedaldi
Spotlight
Wed 3:45 Support-set bottlenecks for video-text representation learning
Mandela Patrick · Po-Yao Huang · Yuki Asano · Florian Metze · Alexander G Hauptmann · Joao F. Henriques · Andrea Vedaldi
Poster
Wed 1:00 Relating by Contrasting: A Data-efficient Framework for Multimodal Generative Models
Yuge Shi · Brooks Paige · Philip Torr · Siddharth N