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Poster
Wed 18:30 Node Feature Extraction by Self-Supervised Multi-scale Neighborhood Prediction
Eli Chien · Wei-Cheng Chang · Cho-Jui Hsieh · Hsiang-Fu Yu · Jiong Zhang · Olgica Milenkovic · Inderjit Dhillon
Poster
Mon 10:30 Efficient Self-supervised Vision Transformers for Representation Learning
Chunyuan Li · Jianwei Yang · Pengchuan Zhang · Mei Gao · Bin Xiao · Xiyang Dai · Lu Yuan · Jianfeng Gao
Poster
Tue 18:30 Procedural generalization by planning with self-supervised world models
Ankesh Anand · Jacob C Walker · Yazhe Li · Eszter Vertes · Julian Schrittwieser · Sherjil Ozair · Theophane Weber · Jessica Hamrick
Poster
Wed 2:30 SPIRAL: Self-supervised Perturbation-Invariant Representation Learning for Speech Pre-Training
Wenyong Huang · Zhenhe Zhang · Yu Ting Yeung · Xin Jiang · Qun Liu
Poster
Tue 10:30 Cross-Trajectory Representation Learning for Zero-Shot Generalization in RL
Bogdan Mazoure · Ahmed Ahmed · R Devon Hjelm · Andrey Kolobov · Patrick MacAlpine
Poster
Mon 10:30 How unlabeled data improve generalization in self-training? A one-hidden-layer theoretical analysis
shuai ZHANG · Meng Wang · Sijia Liu · Pin-Yu Chen · Jinjun Xiong
Poster
Thu 10:30 Equivariant Self-Supervised Learning: Encouraging Equivariance in Representations
Rumen R Dangovski · Li Jing · Charlotte Loh · Seungwook Han · Akash Srivastava · Brian Cheung · Pulkit Agrawal · Marin Soljacic
Poster
Tue 18:30 How Well Does Self-Supervised Pre-Training Perform with Streaming Data?
Dapeng Hu · Shipeng Yan · Qizhengqiu Lu · Lanqing HONG · Hailin Hu · Yifan Zhang · Zhenguo Li · Xinchao Wang · Jiashi Feng
Poster
Wed 18:30 Learning Weakly-supervised Contrastive Representations
Yao-Hung Hubert Tsai · Tianqin Li · Weixin Liu · Peiyuan Liao · Ruslan Salakhutdinov · Louis-Philippe Morency