Contrastive Learning

VMAs: Video-to-Music Generation via Semantic Alignment in Web Music Videos WACV 2025 VQA-Augmented Machine Translation with Cross-Modal Contrastive Learning EMNLP 2025 Weakly-supervised Audio Temporal Forgery Localization via Progressive Audio-language Co-learning Network IJCAI 2025 Weakly Supervised Contrastive Adversarial Training for Learning Robust Features from Semi-supervised Data CVPR 2025 Weakly-Supervised Learning of Dense Functional Correspondences ICCV 2025 Weighted Point Set Embedding for Multimodal Contrastive Learning Toward Optimal Similarity Metric ICLR 2025 WEPO: Web Element Preference Optimization for LLM-based Web Navigation AAAI 2025 What's New in My Data? Novelty Exploration via Contrastive Generation ICLR 2025 What to align in multimodal contrastive learning? ICLR 2025 When Can We Approximate Wide Contrastive Models with Neural Tangent Kernels and Principal Component Analysis? AAAI 2025 When to Speak, When to Abstain: Contrastive Decoding with Abstention ACL 2025 WhiSPA: Semantically and Psychologically Aligned Whisper with Self-Supervised Contrastive and Student-Teacher Learning ACL 2025 Whitened CLIP as a Likelihood Surrogate of Images and Captions ICML 2025 Why Does Dropping Edges Usually Outperform Adding Edges in Graph Contrastive Learning? AAAI 2025 Why Multi-Interest Fairness Matters: Hypergraph Contrastive Multi-Interest Learning for Fair Conversational Recommender System ACL 2025 Why the Agent Made that Decision: Contrastive Explanation Learning for Reinforcement Learning IJCAI 2025 WildSAT: Learning Satellite Image Representations from Wildlife Observations ICCV 2025 Will Annotators Disagree? Identifying Subjectivity in Value-Laden Arguments EMNLP 2025 YNU-HPCC at SemEval-2025 Task 5: Contrastive Learning for GND Subject Tagging with Multilingual Sentence-BERT SemEval 2025 Your Language Model Can Secretly Write Like Humans: Contrastive Paraphrase Attacks on LLM-Generated Text Detectors EMNLP 2025 ZeroDiff: Solidified Visual-semantic Correlation in Zero-Shot Learning ICLR 2025 Zero-Shot Conversational Stance Detection: Dataset and Approaches ACL 2025 Abductive Ego-View Accident Video Understanding for Safe Driving Perception CVPR 2024 Achieving Stronger Generation via Simple Contrastive Tuning EMNLP 2024 A Contrastive Learning Approach to Mitigate Bias in Speech Models Interspeech 2024