Contrastive Learning

Detoxifying Large Language Models via the Diversity of Toxic Samples EMNLP 2025 DFCA: Disentangled Feature Contrastive Learning and Augmentation for Fairer Dermatological Diagnostics IJCAI 2025 DialogGen: Multi-modal Interactive Dialogue System with Multi-turn Text-Image Generation NAACL 2025 DiCA: Disambiguated Contrastive Alignment for Cross-Modal Retrieval with Partial Labels AAAI 2025 Differential-informed Sample Selection Accelerates Multimodal Contrastive Learning ICCV 2025 Differentially private optimization for non-decomposable objective functions ICLR 2025 DisCo: Graph-Based Disentangled Contrastive Learning for Cold-Start Cross-Domain Recommendation AAAI 2025 Discovering Clone Negatives via Adaptive Contrastive Learning for Image-Text Matching ICLR 2025 Disentangled Contrastive Bundle Recommendation with Conditional Diffusion AAAI 2025 Distillation versus Contrastive Learning: How to Train Your Rerankers IJCNLP 2025 Distilling Spatially-Heterogeneous Distortion Perception for Blind Image Quality Assessment CVPR 2025 DistiLLM-2: A Contrastive Approach Boosts the Distillation of LLMs ICML 2025 DivGCL: A Graph Contrastive Learning Model for Diverse Recommendation AAAI 2025 DKE-Research at SemEval-2025 Task 7: A Unified Multilingual Framework for Cross-Lingual and Monolingual Retrieval with Efficient Language-specific Adaptation SemEval 2025 Do Audio-Language Models Understand Linguistic Variations? NAACL 2025 Do Egocentric Video-Language Models Truly Understand Hand-Object Interactions? ICLR 2025 Does GCL Need a Large Number of Negative Samples? Enhancing Graph Contrastive Learning with Effective and Efficient Negative Sampling AAAI 2025 DOGR: Leveraging Document-Oriented Contrastive Learning in Generative Retrieval AAAI 2025 DomCLP: Domain-wise Contrastive Learning with Prototype Mixup for Unsupervised Domain Generalization AAAI 2025 Doubly Contrastive Learning for Source-Free Domain Adaptive Person Search AAAI 2025 DPCL-Diff：Temporal Knowledge Graph Reasoning Based on Graph Node Diffusion Model with Dual-Domain Periodic Contrastive Learning AAAI 2025 DPU: Dynamic Prototype Updating for Multimodal Out-of-Distribution Detection CVPR 2025 DRAMA: Diverse Augmentation from Large Language Models to Smaller Dense Retrievers ACL 2025 DrugHash: Hashing Based Contrastive Learning for Virtual Screening AAAI 2025 Dual Encoder Contrastive Learning with Augmented Views for Graph Anomaly Detection IJCAI 2025