Contrastive Learning

Masked Point-Entity Contrast for Open-Vocabulary 3D Scene Understanding CVPR 2025 MATCH: Task-Driven Code Evaluation through Contrastive Learning EMNLP 2025 MatExpert: Decomposing Materials Discovery By Mimicking Human Experts ICLR 2025 MAVIS: Mathematical Visual Instruction Tuning with an Automatic Data Engine ICLR 2025 MedSummRAG: Domain-Specific Retrieval for Medical Summarization ACL 2025 Medusa: A Multi-Scale High-order Contrastive Dual-Diffusion Approach for Multi-View Clustering CVPR 2025 Memorize and Rank: Elevating Large Language Models for Clinical Diagnosis Prediction AAAI 2025 Memory-Efficient Continual Learning with Neural Collapse Contrastive WACV 2025 MESC-3D:Mining Effective Semantic Cues for 3D Reconstruction from a Single Image CVPR 2025 Metapath and Hypergraph Structure-based Multi-Channel Graph Contrastive Learning for Student Performance Prediction IJCAI 2025 Metric Compatible Training for Online Backfilling in Large-Scale Retrieval WACV 2025 MIM-Refiner: A Contrastive Learning Boost from Intermediate Pre-Trained Masked Image Modeling Representations ICLR 2025 Mitigate the Gap: Improving Cross-Modal Alignment in CLIP ICLR 2025 Mitigating Local Cohesion and Global Sparseness in Graph Contrastive Learning with Fuzzy Boundaries ICML 2025 Mitigating Non-Representative Prototypes and Representation Bias in Few-Shot Continual Relation Extraction ACL 2025 Mitigating Out-of-Entity Errors in Named Entity Recognition: A Sentence-Level Strategy COLING 2025 Mitigating Spurious Correlations via Counterfactual Contrastive Learning EMNLP 2025 Mitigating the Human-Robot Domain Discrepancy in Visual Pre-training for Robotic Manipulation CVPR 2025 Mixture of Submodules for Domain Adaptive Person Search CVPR 2025 mmFAS: Multimodal Face Anti-Spoofing Using Multi-Level Alignment and Switch-Attention Fusion AAAI 2025 MM-Mixing: Multi-Modal Mixing Alignment for 3D Understanding AAAI 2025 Modeling Complex Semantics Relation with Contrastively Fine-Tuned Relational Encoders ACL 2025 MolSpectra: Pre-training 3D Molecular Representation with Multi-modal Energy Spectra ICLR 2025 Momentum Pseudo-Labeling for Weakly Supervised Phrase Grounding AAAI 2025 MOOSS: Mask-Enhanced Temporal Contrastive Learning for Smooth State Evolution in Visual Reinforcement Learning WACV 2025