Contrastive Learning

Improving Large Language Model Safety with Contrastive Representation Learning EMNLP 2025 Improving Sound Source Localization with Joint Slot Attention on Image and Audio CVPR 2025 Incomplete Multi-view Clustering via Diffusion Contrastive Generation AAAI 2025 Incorporating Dense Knowledge Alignment into Unified Multimodal Representation Models CVPR 2025 InfoNCE: Identifying the Gap Between Theory and Practice AISTATS 2025 Instruct-CLIP: Improving Instruction-Guided Image Editing with Automated Data Refinement Using Contrastive Learning CVPR 2025 Instruction-Tuned English to Bhojpuri Neural Machine Translation Using Contrastive Preference Optimization EMNLP 2025 Instruct Where the Model Fails: Generative Data Augmentation via Guided Self-contrastive Fine-tuning AAAI 2025 Intent Contrastive Learning Based on Multi-view Augmentation for Sequential Recommendation COLING 2025 Intent Oriented Contrastive Learning for Sequential Recommendation AAAI 2025 Interpret and Control Dense Retrieval with Sparse Latent Features NAACL 2025 In vivo cell-type and brain region classification via multimodal contrastive learning ICLR 2025 IRSum: One Model to Rule Summarization and Retrieval ACL 2025 Joint Learning Event-Specific Probe and Argument Library with Differential Optimization for Document-Level Multi-Event Extraction NAACL 2025 KDC-MAE: Knowledge Distilled Contrastive Mask Auto-Encoder WACV 2025 Keys to Robust Edits: From Theoretical Insights to Practical Advances ACL 2025 KGCL: Knowledge-Enhanced Graph Contrastive Learning for Retrosynthesis Prediction Based on Molecular Graph Editing IJCAI 2025 Knowledge Graph Entity Typing with Curriculum Contrastive Learning COLING 2025 Knowledge Graph Pooling and Unpooling for Concept Abstraction COLING 2025 KnowMDD: Knowledge-guided Cross Contrastive Learning for Major Depressive Disorder Diagnosis IJCAI 2025 K-ON: Stacking Knowledge on the Head Layer of Large Language Model AAAI 2025 Kronecker Mask and Interpretive Prompts are Language-Action Video Learners ICLR 2025 LAGCL4Rec: When LLMs Activate Interactions Potential in Graph Contrastive Learning for Recommendation EMNLP 2025 Language-Driven Multi-Label Zero-Shot Learning with Semantic Granularity ICCV 2025 Laniqo at WMT25 General Translation Task: Self-Improved and Retrieval-Augmented Translation EMNLP 2025