Contrastive Learning

Anomaly Subgraph Detection through High-Order Sampling Contrastive Learning IJCAI 2024 Applying Contrastive Learning to Code Vulnerability Type Classification EMNLP 2024 A probability contrastive learning framework for 3D molecular representation learning NeurIPS 2024 A Retrieval-Augmented Contrastive Framework for Legal Case Retrieval Based on Event Information ACML 2024 AR-NLU: A Framework for Enhancing Natural Language Understanding Model Robustness against ASR Errors Interspeech 2024 Articulatory synthesis using representations learnt through phonetic label-aware contrastive loss Interspeech 2024 A Self-explaining Neural Architecture for Generalizable Concept Learning IJCAI 2024 A Simple Angle-based Approach for Contrastive Learning of Unsupervised Sentence Representation EMNLP 2024 A Simple Recipe for Contrastively Pre-training Video-First Encoders Beyond 16 Frames CVPR 2024 Aspect-based Key Point Analysis for Quantitative Summarization of Reviews EACL 2024 Assessing News Thumbnail Representativeness: Counterfactual text can enhance the cross-modal matching ability ACL 2024 Athena: Safe Autonomous Agents with Verbal Contrastive Learning EMNLP 2024 Attention-Guided Contrastive Role Representations for Multi-agent Reinforcement Learning ICLR 2024 A Two-Stage Prediction-Aware Contrastive Learning Framework for Multi-Intent NLU COLING 2024 A Unified Framework for 3D Scene Understanding NeurIPS 2024 A Unified Framework for Microscopy Defocus Deblur with Multi-Pyramid Transformer and Contrastive Learning CVPR 2024 AutoLTS: Automating Cycling Stress Assessment via Contrastive Learning and Spatial Post-processing AAAI 2024 Automatic Alignment of Discourse Relations of Different Discourse Annotation Frameworks COLING 2024 Automatic Pair Construction for Contrastive Post-training NAACL 2024 AvaTaR: Optimizing LLM Agents for Tool Usage via Contrastive Reasoning NeurIPS 2024 AVFF: Audio-Visual Feature Fusion for Video Deepfake Detection CVPR 2024 A White-Box False Positive Adversarial Attack Method on Contrastive Loss Based Offline Handwritten Signature Verification Models AISTATS 2024 Backdoor Contrastive Learning via Bi-level Trigger Optimization ICLR 2024 BaCon: Boosting Imbalanced Semi-supervised Learning via Balanced Feature-Level Contrastive Learning AAAI 2024 BadCLIP: Dual-Embedding Guided Backdoor Attack on Multimodal Contrastive Learning CVPR 2024