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Poster
Wed 1:00 CoCon: A Self-Supervised Approach for Controlled Text Generation
Alvin Chan · Yew-Soon Ong · Bill Pung · Aston Zhang · Jie Fu
Poster
Wed 1:00 IEPT: Instance-Level and Episode-Level Pretext Tasks for Few-Shot Learning
Manli Zhang · Jianhong Zhang · Zhiwu Lu · Tao Xiang · Mingyu Ding · Songfang Huang
Poster
Tue 17:00 How to Find Your Friendly Neighborhood: Graph Attention Design with Self-Supervision
Dongkwan Kim · Alice Oh
Poster
Mon 17:00 Online Adversarial Purification based on Self-supervised Learning
Changhao Shi · Chester Holtz · Gal Mishne
Poster
Mon 9:00 What Should Not Be Contrastive in Contrastive Learning
Tete Xiao · Xiaolong Wang · Alexei Efros · trevor darrell
Poster
Thu 17:00 Self-supervised Representation Learning with Relative Predictive Coding
Yao-Hung Hubert Tsai · Martin Q Ma · Muqiao Yang · Han Zhao · Louis-Philippe Morency · Ruslan Salakhutdinov
Poster
Tue 9:00 Representation Learning via Invariant Causal Mechanisms
Jovana Mitrovic · Brian McWilliams · Jacob C Walker · Lars Buesing · Charles Blundell
Poster
Mon 9:00 Self-Supervised Policy Adaptation during Deployment
Nicklas Hansen · Rishabh Jangir · Yu Sun · Guillem AlenyĆ  · Pieter Abbeel · Alexei Efros · Lerrel Pinto · Xiaolong Wang
Poster
Wed 17:00 Model-Based Visual Planning with Self-Supervised Functional Distances
Stephen Tian · Suraj Nair · Frederik Ebert · Sudeep Dasari · Ben Eysenbach · Chelsea Finn · Sergey Levine
Poster
Thu 9:00 A Mathematical Exploration of Why Language Models Help Solve Downstream Tasks
Nikunj Umesh Saunshi · Sadhika Malladi · Sanjeev Arora
Poster
Tue 9:00 SSD: A Unified Framework for Self-Supervised Outlier Detection
Vikash Sehwag · Mung Chiang · Prateek Mittal
Poster
Tue 1:00 Prototypical Contrastive Learning of Unsupervised Representations
Junnan Li · Pan Zhou · Caiming Xiong · Steven Hoi