Contrastive Learning

Textual Enhanced Contrastive Learning for Solving Math Word Problems EMNLP 2022 The optimal noise in noise-contrastive learning is not what you think UAI 2022 The Past Mistake is the Future Wisdom: Error-driven Contrastive Probability Optimization for Chinese Spell Checking ACL 2022 TiGAN: Text-Based Interactive Image Generation and Manipulation AAAI 2022 Tight Mutual Information Estimation With Contrastive Fenchel-Legendre Optimization NeurIPS 2022 Time Is MattEr: Temporal Self-supervision for Video Transformers ICML 2022 TLDR at SemEval-2022 Task 1: Using Transformers to Learn Dictionaries and Representations SemEval 2022 To Answer or Not To Answer? Improving Machine Reading Comprehension Model with Span-based Contrastive Learning NAACL 2022 Tokenwise Contrastive Pretraining for Finer Speech-to-BERT Alignment in End-to-End Speech-to-Intent Systems Interspeech 2022 Toward Interpretable Semantic Textual Similarity via Optimal Transport-based Contrastive Sentence Learning ACL 2022 Towards Automated Dialog Personalization using MBTI Personality Indicators Interspeech 2022 Towards Better Document-level Relation Extraction via Iterative Inference EMNLP 2022 Towards Better Understanding and Better Generalization of Low-shot Classification in Histology Images with Contrastive Learning ICLR 2022 Towards Discriminative Representation: Multi-View Trajectory Contrastive Learning for Online Multi-Object Tracking CVPR 2022 Towards high-fidelity singing voice conversion with acoustic reference and contrastive predictive coding Interspeech 2022 Towards Robust Visual Question Answering: Making the Most of Biased Samples via Contrastive Learning EMNLP 2022 Towards Semi-Supervised Deep Facial Expression Recognition With an Adaptive Confidence Margin CVPR 2022 Towards Versatile Pedestrian Detector with Multisensory-Matching and Multispectral Recalling Memory AAAI 2022 Trading Hard Negatives and True Negatives: A Debiased Contrastive Collaborative Filtering Approach IJCAI 2022 TreeMoCo: Contrastive Neuron Morphology Representation Learning NeurIPS 2022 Type-enriched Hierarchical Contrastive Strategy for Fine-Grained Entity Typing COLING 2022 UBoCo: Unsupervised Boundary Contrastive Learning for Generic Event Boundary Detection CVPR 2022 UCTopic: Unsupervised Contrastive Learning for Phrase Representations and Topic Mining ACL 2022 Uncertainty-Guided Pixel Contrastive Learning for Semi-Supervised Medical Image Segmentation IJCAI 2022 Uncovering the Structural Fairness in Graph Contrastive Learning NeurIPS 2022