Contrastive Learning

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 Incremental False Negative Detection for Contrastive Learning ICLR 2022 InsCLR: Improving Instance Retrieval with Self-Supervision AAAI 2022 Intent Detection and Discovery from User Logs via Deep Semi-Supervised Contrastive Clustering NAACL 2022 Interventional Contrastive Learning with Meta Semantic Regularizer ICML 2022 Intra-Inter Subject Self-Supervised Learning for Multivariate Cardiac Signals AAAI 2022 Invariant Action Effect Model for Reinforcement Learning AAAI 2022 Investigating Why Contrastive Learning Benefits Robustness against Label Noise ICML 2022 JointCL: A Joint Contrastive Learning Framework for Zero-Shot Stance Detection ACL 2022 KECP: Knowledge Enhanced Contrastive Prompting for Few-shot Extractive Question Answering EMNLP 2022 KE-GCL: Knowledge Enhanced Graph Contrastive Learning for Commonsense Question Answering EMNLP 2022 Keywords and Instances: A Hierarchical Contrastive Learning Framework Unifying Hybrid Granularities for Text Generation ACL 2022 KGE-CL: Contrastive Learning of Tensor Decomposition Based Knowledge Graph Embeddings COLING 2022 Knowledge-Augmented Contrastive Learning for Abnormality Classification and Localization in Chest X-Rays With Radiomics Using a Feedback Loop WACV 2022 Knowledge Stimulated Contrastive Prompting for Low-Resource Stance Detection EMNLP 2022 Label Anchored Contrastive Learning for Language Understanding NAACL 2022 Label-aware Multi-level Contrastive Learning for Cross-lingual Spoken Language Understanding EMNLP 2022 Label-invariant Augmentation for Semi-Supervised Graph Classification NeurIPS 2022 Language Models as Knowledge Embeddings IJCAI 2022 Large-Scale Pre-Training for Person Re-Identification With Noisy Labels CVPR 2022 Learning Dialogue Representations from Consecutive Utterances NAACL 2022 Learning Disentangled Representation by Exploiting Pretrained Generative Models: A Contrastive Learning View ICLR 2022 Learning from Label Proportions with Prototypical Contrastive Clustering AAAI 2022 Learning from Missing Relations: Contrastive Learning with Commonsense Knowledge Graphs for Commonsense Inference ACL 2022