Contrastive Learning

HCSC: Hierarchical Contrastive Selective Coding CVPR 2022 HiCLRE: A Hierarchical Contrastive Learning Framework for Distantly Supervised Relation Extraction ACL 2022 Hierarchically Decoupled Spatial-Temporal Contrast for Self-Supervised Video Representation Learning WACV 2022 Hierarchical Self-Supervised Representation Learning for Movie Understanding CVPR 2022 HiURE: Hierarchical Exemplar Contrastive Learning for Unsupervised Relation Extraction NAACL 2022 How and What To Learn: Taxonomizing Self-Supervised Learning for 3D Action Recognition WACV 2022 How Does SimSiam Avoid Collapse Without Negative Samples? A Unified Understanding with Self-supervised Contrastive Learning ICLR 2022 HybridCR: Weakly-Supervised 3D Point Cloud Semantic Segmentation via Hybrid Contrastive Regularization CVPR 2022 Hyperspherical Consistency Regularization CVPR 2022 Identity-Disentangled Adversarial Augmentation for Self-supervised Learning ICML 2022 Id-Free Person Similarity Learning CVPR 2022 Image Difference Captioning with Pre-training and Contrastive Learning AAAI 2022 Improved Text Classification via Contrastive Adversarial Training AAAI 2022 Improved Universal Sentence Embeddings with Prompt-based Contrastive Learning and Energy-based Learning EMNLP 2022 Improve Interpretability of Neural Networks via Sparse Contrastive Coding EMNLP 2022 Improving Abstractive Dialogue Summarization with Speaker-Aware Supervised Contrastive Learning COLING 2022 Improving Complex Knowledge Base Question Answering via Question-to-Action and Question-to-Question Alignment EMNLP 2022 Improving Continual Relation Extraction through Prototypical Contrastive Learning COLING 2022 Improving Event Representation via Simultaneous Weakly Supervised Contrastive Learning and Clustering ACL 2022 Improving Spoken Language Understanding with Cross-Modal Contrastive Learning Interspeech 2022 Improving Word Translation via Two-Stage Contrastive Learning ACL 2022 Improving Zero-Shot Generalization in Offline Reinforcement Learning using Generalized Similarity Functions NeurIPS 2022 Imputing Out-of-Vocabulary Embeddings with LOVE Makes LanguageModels Robust with Little Cost ACL 2022 Incorporating Bias-aware Margins into Contrastive Loss for Collaborative Filtering NeurIPS 2022 Incorporating Hierarchy into Text Encoder: a Contrastive Learning Approach for Hierarchical Text Classification ACL 2022