Contrastive Learning

Towards Domain-Agnostic Contrastive Learning ICML 2021 Towards Effective Context for Meta-Reinforcement Learning: an Approach based on Contrastive Learning AAAI 2021 Towards Open World Object Detection CVPR 2021 Towards User-Driven Neural Machine Translation ACL 2021 Toward Understanding the Feature Learning Process of Self-supervised Contrastive Learning ICML 2021 Train a One-Million-Way Instance Classifier for Unsupervised Visual Representation Learning AAAI 2021 Training GANs with Stronger Augmentations via Contrastive Discriminator ICLR 2021 TTT++: When Does Self-Supervised Test-Time Training Fail or Thrive? NeurIPS 2021 UMIC: An Unreferenced Metric for Image Captioning via Contrastive Learning ACL 2021 Unbiased Classification through Bias-Contrastive and Bias-Balanced Learning NeurIPS 2021 Understanding Hard Negatives in Noise Contrastive Estimation NAACL 2021 UNIMO: Towards Unified-Modal Understanding and Generation via Cross-Modal Contrastive Learning ACL 2021 Unleashing the Power of Contrastive Self-Supervised Visual Models via Contrast-Regularized Fine-Tuning NeurIPS 2021 Unsupervised Feature Learning by Cross-Level Instance-Group Discrimination CVPR 2021 Unsupervised Few-Shot Action Recognition via Action-Appearance Aligned Meta-Adaptation ICCV 2021 Unsupervised Hashing with Contrastive Information Bottleneck IJCAI 2021 Unsupervised Object-Level Representation Learning from Scene Images NeurIPS 2021 Unsupervised Path Representation Learning with Curriculum Negative Sampling IJCAI 2021 Unsupervised Point Cloud Object Co-Segmentation by Co-Contrastive Learning and Mutual Attention Sampling ICCV 2021 Unsupervised Pre-Training for Person Re-Identification CVPR 2021 Unsupervised Semantic Segmentation by Contrasting Object Mask Proposals ICCV 2021 Unsupervised Video Representation Learning by Bidirectional Feature Prediction WACV 2021 VATT: Transformers for Multimodal Self-Supervised Learning from Raw Video, Audio and Text NeurIPS 2021 Vectorization and Rasterization: Self-Supervised Learning for Sketch and Handwriting CVPR 2021 Vi2CLR: Video and Image for Visual Contrastive Learning of Representation ICCV 2021