Contrastive Learning

Toward Efficient Multi-Agent Exploration With Trajectory Entropy Maximization ICLR 2025 Toward Modality Gap: Vision Prototype Learning for Weakly-supervised Semantic Segmentation with CLIP AAAI 2025 Towards Multimodal Sentiment Analysis via Hierarchical Correlation Modeling with Semantic Distribution Constraints AAAI 2025 Towards Natural Language-Based Document Image Retrieval: New Dataset and Benchmark CVPR 2025 Towards Understanding Parametric Generalized Category Discovery on Graphs ICML 2025 Towards Unified Human Motion-Language Understanding via Sparse Interpretable Characterization ICLR 2025 Tracing Copied Pixels and Regularizing Patch Affinity in Copy Detection ICCV 2025 TrackVerse: A Large-Scale Object-Centric Video Dataset for Image-Level Representation Learning ICCV 2025 Train Once for All: A Transitional Approach for Efficient Aspect Sentiment Triplet Extraction EMNLP 2025 Transfer Learning of Real Image Features with Soft Contrastive Loss for Fake Image Detection AAAI 2025 TS-CLIP: Time Series Understanding by CLIP EMNLP 2025 Two Outliers at BEA 2025 Shared Task: Tutor Identity Classification using DiReC, a Two-Stage Disentangled Contrastive Representation ACL 2025 UMFN: Unified Multi-Domain Face Normalization for Joint Cross-domain Prototype Learning and Heterogeneous Face Recognition CVPR 2025 Uncertainty-Aware Contrastive Learning with Hard Negative Sampling for Code Search Tasks AAAI 2025 Uncertainty-guided Graph Contrastive Learning from a Unified Perspective IJCAI 2025 UniFORM: Towards Unified Framework for Anomaly Detection on Graphs AAAI 2025 Unsupervised Identification of Protein Compositions and Conformations via Implicit Content-Transformation Disentanglement ICCV 2025 Unsupervised Sentence Representation Learning with Syntactically Aligned Negative Samples NAACL 2025 USDRL: Unified Skeleton-Based Dense Representation Learning with Multi-Grained Feature Decorrelation AAAI 2025 Viewpoint Rosetta Stone: Unlocking Unpaired Ego-Exo Videos for View-invariant Representation Learning CVPR 2025 Vision-guided Text Mining for Unsupervised Cross-modal Hashing with Community Similarity Quantization AAAI 2025 Visual Perturbation and Adaptive Hard Negative Contrastive Learning for Compositional Reasoning in Vision-Language Models IJCAI 2025 VladVA: Discriminative Fine-tuning of LVLMs CVPR 2025 Volume-Aware Distance for Robust Similarity Learning ICML 2025 Weakly-Supervised Contrastive Learning for Imprecise Class Labels ICML 2025