Contrastive Learning

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 Uncovering LLM-Generated Code: A Zero-Shot Synthetic Code Detector via Code Rewriting AAAI 2025 UniBuc-AE at SemEval-2025 Task 7: Training Text Embedding Models for Multilingual and Crosslingual Fact-Checked Claim Retrieval SemEval 2025 UniFORM: Towards Unified Framework for Anomaly Detection on Graphs AAAI 2025 Unifying Dual-Space Embedding for Entity Alignment via Contrastive Learning COLING 2025 UniNet: A Contrastive Learning-guided Unified Framework with Feature Selection for Anomaly Detection CVPR 2025 UniTMGE: Uniform Text-Motion Generation and Editing Model via Diffusion WACV 2025 UniTR: A Unified Framework for Joint Representation Learning of Trajectories and Road Networks AAAI 2025 Universal Graph Self-Contrastive Learning IJCAI 2025 Unlocking Decoding-time Controllability: Gradient-Free Multi-Objective Alignment with Contrastive Prompts NAACL 2025 Unlocking the Potential of Unlabeled Data in Semi-Supervised Domain Generalization CVPR 2025 Unsupervised Foundation Model-Agnostic Slide-Level Representation Learning CVPR 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 UoR-NCL at SemEval-2025 Task 1: Using Generative LLMs and CLIP Models for Multilingual Multimodal Idiomaticity Representation SemEval 2025 USDRL: Unified Skeleton-Based Dense Representation Learning with Multi-Grained Feature Decorrelation AAAI 2025 v-CLR: View-Consistent Learning for Open-World Instance Segmentation CVPR 2025 Vector Contrastive Learning For Pixel-Wise Pretraining In Medical Vision ICCV 2025 VideoComp: Advancing Fine-Grained Compositional and Temporal Alignment in Video-Text Models CVPR 2025 Vision-Free Retrieval: Rethinking Multimodal Search with Textual Scene Descriptions EMNLP 2025 VladVA: Discriminative Fine-tuning of LVLMs CVPR 2025 VLM2Vec: Training Vision-Language Models for Massive Multimodal Embedding Tasks ICLR 2025 VLog: Video-Language Models by Generative Retrieval of Narration Vocabulary CVPR 2025