Contrastive Learning

CoMIR: Contrastive Multimodal Image Representation for Registration NeurIPS 2020 Context-Aware Group Captioning via Self-Attention and Contrastive Features CVPR 2020 Contrastive Distillation on Intermediate Representations for Language Model Compression EMNLP 2020 Contrastive Learning with Adversarial Examples NeurIPS 2020 Contrastive Self-Supervised Learning for Commonsense Reasoning ACL 2020 Cross-Batch Memory for Embedding Learning CVPR 2020 CSI: Novelty Detection via Contrastive Learning on Distributionally Shifted Instances NeurIPS 2020 CURL: Contrastive Unsupervised Representations for Reinforcement Learning ICML 2020 Disentangled and Controllable Face Image Generation via 3D Imitative-Contrastive Learning CVPR 2020 Do Explicit Alignments Robustly Improve Multilingual Encoders? EMNLP 2020 Few-shot Visual Reasoning with Meta-Analogical Contrastive Learning NeurIPS 2020 Generalize Sentence Representation with Self-Inference AAAI 2020 Graph Contrastive Learning with Augmentations NeurIPS 2020 Joint Contrastive Learning with Infinite Possibilities NeurIPS 2020 Learning Predictive Representations for Deformable Objects Using Contrastive Estimation CoRL 2020 Learning Representations from Audio-Visual Spatial Alignment NeurIPS 2020 Learning to Contrast the Counterfactual Samples for Robust Visual Question Answering EMNLP 2020 Multi-label Contrastive Predictive Coding NeurIPS 2020 PAC-Bayesian Contrastive Unsupervised Representation Learning UAI 2020 Pre-training Entity Relation Encoder with Intra-span and Inter-span Information EMNLP 2020 Pretraining with Contrastive Sentence Objectives Improves Discourse Performance of Language Models ACL 2020 Progressive Mirror Detection CVPR 2020 Pronunciation Erroneous Tendency Detection with Language Adversarial Represent Learning Interspeech 2020 Robust Pre-Training by Adversarial Contrastive Learning NeurIPS 2020 Self-paced Contrastive Learning with Hybrid Memory for Domain Adaptive Object Re-ID NeurIPS 2020