Contrastive Learning

Controllable Guarantees for Fair Outcomes via Contrastive Information Estimation AAAI 2021 CrossCLR: Cross-Modal Contrastive Learning for Multi-Modal Video Representations ICCV 2021 Cross-Modal Contrastive Learning for Text-to-Image Generation CVPR 2021 CuCo: Graph Representation with Curriculum Contrastive Learning IJCAI 2021 CVC: Contrastive Learning for Non-Parallel Voice Conversion Interspeech 2021 D2-Net: Weakly-Supervised Action Localization via Discriminative Embeddings and Denoised Activations ICCV 2021 DeCLUTR: Deep Contrastive Learning for Unsupervised Textual Representations ACL 2021 Decomposed Mutual Information Estimation for Contrastive Representation Learning ICML 2021 Denoise and Contrast for Category Agnostic Shape Completion CVPR 2021 DialogueCSE: Dialogue-based Contrastive Learning of Sentence Embeddings EMNLP 2021 Dialogue Response Generation via Contrastive Latent Representation Learning EMNLP 2021 Directed Graph Contrastive Learning NeurIPS 2021 Distilling Audio-Visual Knowledge by Compositional Contrastive Learning CVPR 2021 DivCo: Diverse Conditional Image Synthesis via Contrastive Generative Adversarial Network CVPR 2021 Domain Generalisation with Domain Augmented Supervised Contrastive Learning (Student Abstract) AAAI 2021 Driver Anomaly Detection: A Dataset and Contrastive Learning Approach WACV 2021 Dynamic Popularity-Aware Contrastive Learning for Recommendation ACML 2021 Efficient Contrastive Learning via Novel Data Augmentation and Curriculum Learning EMNLP 2021 Embedding Transfer With Label Relaxation for Improved Metric Learning CVPR 2021 Enhancing Audio-Visual Association with Self-Supervised Curriculum Learning AAAI 2021 Enhancing Context-Based Meta-Reinforcement Learning Algorithms via An Efficient Task Encoder (Student Abstract) AAAI 2021 Enhancing Unsupervised Video Representation Learning by Decoupling the Scene and the Motion AAAI 2021 ERICA: Improving Entity and Relation Understanding for Pre-trained Language Models via Contrastive Learning ACL 2021 Explainable Semantic Space by Grounding Language to Vision with Cross-Modal Contrastive Learning NeurIPS 2021 Exploring Data-Efficient 3D Scene Understanding With Contrastive Scene Contexts CVPR 2021