01-01 (WSDM 2022) Bringing Your Own View, Graph Contrastive Learning without Prefabricated Data Augmentations
12-05 (NeurIPS 2021) Data-Efficient GAN Training Beyond (Just) Augmentation, A Lottery Ticket Perspective
12-04 (NeurIPS 2021) You are caught stealing my winning lottery ticket! Making a lottery ticket claim its ownership
12-01 (NeurIPS 2021) Sanity Checks for Lottery Tickets, Does Your Winning Ticket Really Win the Jackpot?
06-01 (CVPR 2021) The Lottery Tickets Hypothesis for Supervised and Self-supervised Pre-training in Computer Vision Models
05-28 (CVPRW 2021 Spotlight Oral) BNN-BN=? Training Binary Neural Networks without Batch Normalization
03-17 (ArXiv Preprint 2021) Adversarial Feature Augmentation and Normalization for Visual Recognition
03-01 (ICASSP 2021) VGAI, End-to-End Learning of Vision-Based Decentralized Controllers for Robot Swarms
12-04 (NeurIPS 2020) Once-for-All Adversarial Training, In-Situ Trade off between Robustness and Accuracy for Free
12-03 (NeurIPS 2020) Pre-Training Graph Neural Networks A Contrastive Learning Framework with Augmentations
12-02 (NeurIPS 2020) Adversarial Contrastive Learning, Harvesting More Robustness from Unsupervised Pre-Training
06-16 (CVPRW 2020) Focus Longer to See Better, Recursively Refined Attention for Fine-Grained Image Classification