Contrastive Learning

Discovering Global False Negatives On the Fly for Self-supervised Contrastive Learning ICML 2025 Disentangled Contrastive Bundle Recommendation with Conditional Diffusion AAAI 2025 Disentangled Modeling of Preferences and Social Influence for Group Recommendation AAAI 2025 DivGCL: A Graph Contrastive Learning Model for Diverse Recommendation AAAI 2025 Does GCL Need a Large Number of Negative Samples? Enhancing Graph Contrastive Learning with Effective and Efficient Negative Sampling AAAI 2025 DOGR: Leveraging Document-Oriented Contrastive Learning in Generative Retrieval AAAI 2025 DPCL-Diff：Temporal Knowledge Graph Reasoning Based on Graph Node Diffusion Model with Dual-Domain Periodic Contrastive Learning AAAI 2025 DRAMA: Diverse Augmentation from Large Language Models to Smaller Dense Retrievers ACL 2025 DrugHash: Hashing Based Contrastive Learning for Virtual Screening AAAI 2025 Dual Manifold Regularization Steered Robust Representation Learning for Point Cloud Analysis AAAI 2025 DyGMAE: A Novel Dynamic Graph Masked Autoencoder for Link Prediction UAI 2025 Dynamic Contrastive Knowledge Distillation for Efficient Image Restoration AAAI 2025 Dynamic Neighborhood Modeling via Node-Subgraph Contrastive Learning for Graph-Based Fraud Detection AAAI 2025 Effective post-training embedding compression via temperature control in contrastive training ICLR 2025 EmotionRankCLAP: Bridging Natural Language Speaking Styles and Ordinal Speech Emotion via Rank-N-Contrast Interspeech 2025 Enhancing Contrastive Learning for Retinal Imaging via Adjusted Augmentation Scales MIDL 2025 Enhancing Contrastive Learning Inspired by the Philosophy of “The Blind Men and the Elephant” AAAI 2025 Enhancing Fine-Grained Vision-Language Pretraining with Negative Augmented Samples AAAI 2025 Enhancing Long-and Short-Term Representations for Next POI Recommendations via Frequency and Hierarchical Contrastive Learning AAAI 2025 Enhancing Multimodal Retrieval via Complementary Information Extraction and Alignment ACL 2025 Enhancing Multimodal Unified Representations for Cross Modal Generalization ACL 2025 Enhancing Multivariate Time-Series Domain Adaptation via Contrastive Frequency Graph Discovery and Language-Guided Adversary Alignment AAAI 2025 Enhancing Persona Consistency for LLMs’ Role-Playing using Persona-Aware Contrastive Learning ACL 2025 Enhancing Unsupervised Sentence Embeddings via Knowledge-Driven Data Augmentation and Gaussian-Decayed Contrastive Learning ACL 2025 Exploiting Text Semantics for Few and Zero Shot Node Classification on Text-attributed Graph IJCAI 2025