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Contrastive Learning

3535 directly classified papers

Papers per year

Papers

Experiential Semantic Information and Brain Alignment: Are Multimodal Models Better than Language Models? ACL 2025
Making LVLMs Look Twice: Contrastive Decoding with Contrast Images ACL 2025
YNU-HPCC at SemEval-2025 Task 5: Contrastive Learning for GND Subject Tagging with Multilingual Sentence-BERT SEMEVAL 2025
M²RL-Net: Multi-View and Multi-Level Relation Learning Network for Weakly-Supervised Image Forgery Detection AAAI 2025
Shouth NLP at SemEval-2025 Task 7: Multilingual Fact-Checking Retrieval Using Contrastive Learning SEMEVAL 2025
WEPO: Web Element Preference Optimization for LLM-based Web Navigation 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
t-HNE: A Text-guided Hierarchical Noise Eliminator for Multimodal Sentiment Analysis COLING 2025
Doubly Contrastive Learning for Source-Free Domain Adaptive Person Search AAAI 2025
Long-Tailed Out-of-Distribution Detection: Prioritizing Attention to Tail AAAI 2025
VMAs: Video-to-Music Generation via Semantic Alignment in Web Music Videos WACV 2025
Multi-Graph Co-Training for Capturing User Intent in Session-based Recommendation COLING 2025
Surgical Workflow Recognition and Blocking Effectiveness Detection in Laparoscopic Liver Resection with Pringle Maneuver AAAI 2025
Rethinking Masked Data Reconstruction Pretraining for Strong 3D Action Representation Learning AAAI 2025
UMFN: Unified Multi-Domain Face Normalization for Joint Cross-domain Prototype Learning and Heterogeneous Face Recognition CVPR 2025
Partial Order-centered Hyperbolic Representation Learning for Few-shot Relation Extraction COLING 2025
Unifying Dual-Space Embedding for Entity Alignment via Contrastive Learning COLING 2025
Ambiguity-Restrained Text-Video Representation Learning for Partially Relevant Video Retrieval AAAI 2025
CustomContrast: A Multilevel Contrastive Perspective for Subject-Driven Text-to-Image Customization AAAI 2025
Less Attention is More: Prompt Transformer for Generalized Category Discovery CVPR 2025
BIG-FUSION: Brain-Inspired Global-Local Context Fusion Framework for Multimodal Emotion Recognition in Conversations AAAI 2025
Multi-to-Single: Reducing Multimodal Dependency in Emotion Recognition Through Contrastive Learning AAAI 2025
AniMer: Animal Pose and Shape Estimation Using Family Aware Transformer CVPR 2025
SVD-GCL: A Noise-Augmented Hybrid Graph Contrastive Learning Framework for Recommendation COLING 2025
Multi-View Collaborative Learning Network for Speech Deepfake Detection AAAI 2025