Contrastive Learning

KGCL: Knowledge-Enhanced Graph Contrastive Learning for Retrosynthesis Prediction Based on Molecular Graph Editing IJCAI 2025 Label Semantic-Driven Contrastive Learning for Speech Emotion Recognition Interspeech 2025 LAGCL4Rec: When LLMs Activate Interactions Potential in Graph Contrastive Learning for Recommendation EMNLP 2025 Language-Guided Contrastive Audio-Visual Masked Autoencoder with Automatically Generated Audio-Visual-Text Triplets from Videos Interspeech 2025 Language Representations Can be What Recommenders Need: Findings and Potentials ICLR 2025 LATTE: Learning Aligned Transactions and Textual Embeddings for Bank Clients EMNLP 2025 Learn Beneficial Noise as Graph Augmentation ICML 2025 Learning Compact Semantic Information for Incomplete Multi-View Missing Multi-Label Classification ICML 2025 Learning General-purpose Biomedical Volume Representations using Randomized Synthesis ICLR 2025 Learning More with Less: Self-Supervised Approaches forLow-Resource Speech Emotion Recognition Interspeech 2025 Learning the Power of "No": Foundation Models with Negations WACV 2025 Learning to Look at the Other Side: A Semantic Probing Study of Word Embeddings in LLMs with Enabled Bidirectional Attention ACL 2025 Leveraging Unlabeled Audio for Audio-Text Contrastive Learning via Audio-Composed Text Features Interspeech 2025 LLMs in alliance with Edit-based models: advancing In-Context Learning for Grammatical Error Correction by Specific Example Selection ACL 2025 LogiCoL: Logically-Informed Contrastive Learning for Set-based Dense Retrieval EMNLP 2025 LOHA: Direct Graph Spectral Contrastive Learning Between Low-Pass and High-Pass Views AAAI 2025 LoRACLR: Contrastive Adaptation for Customization of Diffusion Models CVPR 2025 M²RL-Net: Multi-View and Multi-Level Relation Learning Network for Weakly-Supervised Image Forgery Detection AAAI 2025 Make Domain Shift a Catastrophic Forgetting Alleviator in Class-Incremental Learning AAAI 2025 Making LVLMs Look Twice: Contrastive Decoding with Contrast Images ACL 2025 Manta: Enhancing Mamba for Few-Shot Action Recognition of Long Sub-Sequence AAAI 2025 MAPS: Motivation-Aware Personalized Search via LLM-Driven Consultation Alignment ACL 2025 MaRI: Material Retrieval Integration across Domains CVPR 2025 MATCH: Task-Driven Code Evaluation through Contrastive Learning EMNLP 2025 Medusa: A Multi-Scale High-order Contrastive Dual-Diffusion Approach for Multi-View Clustering CVPR 2025