Contrastive Learning

Spatial Temporal Enhanced Contrastive and Pretext Learning for Skeleton-based Action Representation ACML 2021 Spatio-temporal Contrastive Domain Adaptation for Action Recognition CVPR 2021 Spatiotemporal Contrastive Video Representation Learning CVPR 2021 Speech Representation Learning Combining Conformer CPC with Deep Cluster for the ZeroSpeech Challenge 2021 Interspeech 2021 Spoken Moments: Learning Joint Audio-Visual Representations From Video Descriptions CVPR 2021 SupCL-Seq: Supervised Contrastive Learning for Downstream Optimized Sequence Representations EMNLP 2021 Supercharging Imbalanced Data Learning With Energy-based Contrastive Representation Transfer NeurIPS 2021 Supervised Contrastive Learning for Pre-trained Language Model Fine-tuning ICLR 2021 Supervised Tree-Wasserstein Distance ICML 2021 TACo: Token-Aware Cascade Contrastive Learning for Video-Text Alignment ICCV 2021 Task-Independent Knowledge Makes for Transferable Representations for Generalized Zero-Shot Learning AAAI 2021 Token-Level Supervised Contrastive Learning for Punctuation Restoration Interspeech 2021 Towards Effective Context for Meta-Reinforcement Learning: an Approach based on Contrastive Learning AAAI 2021 Toward Understanding the Feature Learning Process of Self-supervised Contrastive Learning ICML 2021 Training Weakly Supervised Video Frame Interpolation With Events ICCV 2021 UMIC: An Unreferenced Metric for Image Captioning via Contrastive Learning ACL 2021 Understanding the Behaviour of Contrastive Loss CVPR 2021 UNIMO: Towards Unified-Modal Understanding and Generation via Cross-Modal Contrastive Learning ACL 2021 Unsupervised Feature Learning by Cross-Level Instance-Group Discrimination CVPR 2021 Unsupervised Pre-Training for Person Re-Identification CVPR 2021 VideoMoCo: Contrastive Video Representation Learning With Temporally Adversarial Examples CVPR 2021 Wasserstein Contrastive Representation Distillation CVPR 2021 What Should Not Be Contrastive in Contrastive Learning ICLR 2021 When does Contrastive Learning Preserve Adversarial Robustness from Pretraining to Finetuning? NeurIPS 2021 xMoCo: Cross Momentum Contrastive Learning for Open-Domain Question Answering ACL 2021