Contrastive Learning

Spatially Consistent Representation Learning CVPR 2021 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 Speech2Talking-Face: Inferring and Driving a Face with Synchronized Audio-Visual Representation IJCAI 2021 Speech SimCLR: Combining Contrastive and Reconstruction Objective for Self-Supervised Speech Representation Learning Interspeech 2021 Spoken Moments: Learning Joint Audio-Visual Representations From Video Descriptions CVPR 2021 SSAN: Separable Self-Attention Network for Video Representation Learning CVPR 2021 Staying in shape: learning invariant shape representations using contrastive learning UAI 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 Tree-Wasserstein Distance ICML 2021 Supporting Clustering with Contrastive Learning NAACL 2021 Support-set bottlenecks for video-text representation learning ICLR 2021 Task-Adaptive Neural Network Search with Meta-Contrastive Learning NeurIPS 2021 Teaching an Active Learner with Contrastive Examples NeurIPS 2021 Temporal Context Aggregation for Video Retrieval With Contrastive Learning WACV 2021 The Way to My Heart Is Through Contrastive Learning: Remote Photoplethysmography From Unlabelled Video ICCV 2021 The Zero Resource Speech Challenge 2021: Spoken Language Modelling Interspeech 2021 Time-Equivariant Contrastive Video Representation Learning ICCV 2021 Time-series Generation by Contrastive Imitation NeurIPS 2021 Time-Series Representation Learning via Temporal and Contextual Contrasting IJCAI 2021 Token-Level Supervised Contrastive Learning for Punctuation Restoration Interspeech 2021 Topic-Aware Contrastive Learning for Abstractive Dialogue Summarization EMNLP 2021 Towards Discriminative Representation Learning for Unsupervised Person Re-Identification ICCV 2021