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Poster
Wed 18:30 Learning Weakly-supervised Contrastive Representations
Yao-Hung Hubert Tsai · Tianqin Li · Weixin Liu · Peiyuan Liao · Ruslan Salakhutdinov · Louis-Philippe Morency
Poster
Thu 10:30 Bag of Instances Aggregation Boosts Self-supervised Distillation
Haohang Xu · Jiemin Fang · XIAOPENG ZHANG · Lingxi Xie · Xinggang Wang · Wenrui Dai · Hongkai Xiong · Qi Tian
Poster
Tue 2:30 Self-Supervised Inference in State-Space Models
David Ruhe · Patrick Forré
Poster
Tue 10:30 Understanding Dimensional Collapse in Contrastive Self-supervised Learning
Li Jing · Pascal Vincent · Yann LeCun · Yuandong Tian
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
Mon 2:30 Trans-Encoder: Unsupervised sentence-pair modelling through self- and mutual-distillations
Fangyu Liu · Yunlong Jiao · Jordan Massiah · Emine Yilmaz · Serhii Havrylov
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
Mon 10:30 Incremental False Negative Detection for Contrastive Learning
Tsai-Shien Chen · Wei-Chih Hung · Hung-Yu Tseng · Shao-Yi Chien · Ming-Hsuan Yang
Poster
Mon 18:30 Self-Supervision Enhanced Feature Selection with Correlated Gates
Changhee Lee · Fergus Imrie · Mihaela van der Schaar
Workshop
Fri 9:05 Don't Pay Attention to the Noise: Learning Self-supervised Light Curve Representations with a Denoising Time Series Transformer
Mario Morvan · Nikolaos Nikolaou · Kai Yip · Ingo Waldmann
Poster
Tue 2:30 Divergence-aware Federated Self-Supervised Learning
Weiming Zhuang · Yonggang Wen · Shuai Zhang
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