Contrastive Learning

Graph Contrastive Learning with Augmentations NeurIPS 2020 Group-wise Contrastive Learning for Neural Dialogue Generation EMNLP 2020 Guiding Attention for Self-Supervised Learning with Transformers EMNLP 2020 Hard Negative Mixing for Contrastive Learning NeurIPS 2020 Improving Speech Recognition Using GAN-Based Speech Synthesis and Contrastive Unspoken Text Selection Interspeech 2020 Improving the Ability of Deep Neural Networks to Use Information from Multiple Views in Breast Cancer Screening MIDL 2020 Joint Contrastive Learning with Infinite Possibilities NeurIPS 2020 Large Scale Video Representation Learning via Relational Graph Clustering CVPR 2020 Learning from Context or Names? An Empirical Study on Neural Relation Extraction EMNLP 2020 Learning from Unlabelled Videos Using Contrastive Predictive Neural 3D Mapping ICLR 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 Learning with Contrastive Examples for Data-to-Text Generation COLING 2020 LoCo: Local Contrastive Representation Learning NeurIPS 2020 MAF: Multimodal Alignment Framework for Weakly-Supervised Phrase Grounding EMNLP 2020 Momentum Contrast for Unsupervised Visual Representation Learning CVPR 2020 Multi-label Contrastive Predictive Coding NeurIPS 2020 Multimodal Association for Speaker Verification Interspeech 2020 Negative Sampling in Semi-Supervised learning ICML 2020 On Contrastive Learning for Likelihood-free Inference ICML 2020 PAC-Bayesian Contrastive Unsupervised Representation Learning UAI 2020 Pixel-Level Cycle Association: A New Perspective for Domain Adaptive Semantic Segmentation NeurIPS 2020 Pretraining with Contrastive Sentence Objectives Improves Discourse Performance of Language Models ACL 2020 Pronunciation Erroneous Tendency Detection with Language Adversarial Represent Learning Interspeech 2020