Contrastive Learning

GeAR: Generation Augmented Retrieval ACL 2025 GeCC: Generalized Contrastive Clustering with Domain Shifts Modeling AAAI 2025 GECKO: Gigapixel Vision-Concept Contrastive Pretraining in Histopathology ICCV 2025 Generalization Analysis for Deep Contrastive Representation Learning AAAI 2025 Generalization Analysis for Supervised Contrastive Representation Learning under Non-IID Settings ICML 2025 Generalized Class Discovery in Instance Segmentation AAAI 2025 Generalized Embedding Models for Industry 4.0 Applications EMNLP 2025 Generate, Discriminate, Evolve: Enhancing Context Faithfulness via Fine-Grained Sentence-Level Self-Evolution ACL 2025 GenHancer: Imperfect Generative Models are Secretly Strong Vision-Centric Enhancers ICCV 2025 GenVP: Generating Visual Puzzles with Contrastive Hierarchical VAEs ICLR 2025 Getting More Juice Out of Your Data: Hard Pair Refinement Enhances Visual-Language Models Without Extra Data NAACL 2025 GEVRM: Goal-Expressive Video Generation Model For Robust Visual Manipulation ICLR 2025 GigaEmbeddings — Efficient Russian Language Embedding Model ACL 2025 Global Graph Propagation with Hierarchical Information Transfer for Incomplete Contrastive Multi-view Clustering AAAI 2025 GNN-Transformer Cooperative Architecture for Trustworthy Graph Contrastive Learning AAAI 2025 Going Beyond Consistency: Target-oriented Multi-view Graph Neural Network IJCAI 2025 Good Advisor for Source Localization: Using Large Language Model to Guide the Source Inference Process IJCAI 2025 Gradient-Attention Guided Dual-Masking Synergetic Framework for Robust Text-based Person Retrieval EMNLP 2025 Graph Contrastive Learning with Joint Spectral Augmentation of Attribute and Topology AAAI 2025 Graph Embedded Contrastive Learning for Multi-View Clustering IJCAI 2025 Graph Segmentation and Contrastive Enhanced Explainer for Graph Neural Networks AAAI 2025 Graph Structure Refinement with Energy-based Contrastive Learning AAAI 2025 GravMAD: Grounded Spatial Value Maps Guided Action Diffusion for Generalized 3D Manipulation ICLR 2025 HapticCap: A Multimodal Dataset and Task for Understanding User Experience of Vibration Haptic Signals EMNLP 2025 HDiff: Confidence-Guided Denoising Diffusion for Robust Hyper-relational Link Prediction EMNLP 2025