Contrastive Learning

Projection Head is Secretly an Information Bottleneck ICLR 2025 Prompt Compression with Context-Aware Sentence Encoding for Fast and Improved LLM Inference AAAI 2025 Prototype-based Contrastive Learning with Stage-wise Progressive Augmentation for Self-Supervised Fine-Grained Learning ICCV 2025 Prototypical Calibrating Ambiguous Samples for Micro-Action Recognition AAAI 2025 Prototypical Extreme Multi-label Classification with a Dynamic Margin Loss NAACL 2025 ProtoXTM: Cross-Lingual Topic Modeling with Document-Level Prototype-based Contrastive Learning EMNLP 2025 PScalpel: A Machine Learning-based Guider for Protein Phase-Separating Behaviour Alteration AAAI 2025 QCRD: Quality-guided Contrastive Rationale Distillation for Large Language Models EMNLP 2025 QCS:Feature Refining from Quadruplet Cross Similarity for Facial Expression Recognition AAAI 2025 Q-STRUM Debate: Query-Driven Contrastive Summarization for Recommendation Comparison ACL 2025 Query-LIFE: Query-aware Language Image Fusion Embedding for E-Commerce Relevance COLING 2025 QUIDS: Query Intent Description for Exploratory Search via Dual Space Modeling EMNLP 2025 RACAI at SemEval-2025 Task 7: Efficient adaptation of Large Language Models for Multilingual and Crosslingual Fact-Checked Claim Retrieval SemEval 2025 RAGDiffusion: Faithful Cloth Generation via External Knowledge Assimilation ICCV 2025 RAMer: Reconstruction-based Adversarial Model for Multi-party Multi-modal Multi-label Emotion Recognition IJCAI 2025 RANGE: Retrieval Augmented Neural Fields for Multi-Resolution Geo-Embeddings CVPR 2025 RANKCLIP: Ranking-Consistent Language-Image Pretraining ICCV 2025 razreshili at ArchEHR-QA 2025: Contrastive Fine-Tuning for Retrieval-Augmented Biomedical QA ACL 2025 REFINE: Inversion-Free Backdoor Defense via Model Reprogramming ICLR 2025 Refine Knowledge of Large Language Models via Adaptive Contrastive Learning ICLR 2025 Refine then Classify: Robust Graph Neural Networks with Reliable Neighborhood Contrastive Refinement AAAI 2025 Refining Sentence Embedding Model through Ranking Sentences Generation with Large Language Models ACL 2025 Region-aware Difference Distilling with Attribute-guided Contrastive Regularization for Change Captioning AAAI 2025 Regularized Contrastive Decoding with Hard Negative Samples for LLM Hallucination Mitigation EMNLP 2025 Relation3D : Enhancing Relation Modeling for Point Cloud Instance Segmentation CVPR 2025