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The International Conference on Learning Representations, ICLR 2022
2022
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How Does SimSiam Avoid Collapse Without Negative Samples? Towards a Unified Understanding of Progress in SSL
10th International Conference on Learning Representations, ICLR 2022
HOW DOES SIMSIAM AVOID COLLAPSE WITHOUT NEGATIVE SAMPLES? A UNIFIED UNDERSTANDING WITH SELF-SUPERVISED CONTRASTIVE LEARNING
36th AAAI Conference on Artificial Intelligence, AAAI-22
Fast and Efficient MMD-Based Fair PCA via Optimization over Stiefel Manifold
2021 IEEE/RSJ International Conference on Intelligent Robots and Systems, IROS 2021
2021
Sample-efficient Reinforcement Learning Representation Learning with Curiosity Contrastive Forward Dynamics Model
2021 IEEE International Conference on Image Processing, ICIP 2021
Learning Imbalanced Datasets With Maximum Margin Loss