Contrastive Learning

Selective Contrastive Learning For Gloss Free Sign Language Translation ACL 2026 Semantic Contrastive Adaptation for Multimodal Figurative Language Understanding ACL 2026 Semantic Hardness Is Not Visual Hardness: Sign-Aware Hard Negative Mining for Sign Language Retrieval ACL 2026 Semantic Noise Reduction via Teacher-Guided Dual-Path Audio-Visual Representation Learning CVPR 2026 SokraTUM at SemEval-2026 Task 3: A hybrid cascade of Label Distribution Learning, RAG supported generative extraction and contrastive metric learning for dimensional sentiment analysis SemEval 2026 Suggest-Verify-Revise: A Three-Stage Document-Level Event Causality Identification with Narrative Consistency ACL 2026 SynCLIP: Synonym-Coherent Language-Image Pretraining for Robust Open-Vocabulary Dense Perception CVPR 2026 Tables Guide Vision: Learning to See the Heart through Tabular Data WACV 2026 TACO: Task-Aware Contrastive Learning for Joint LiDAR Localization and 3D Object Detection CVPR 2026 Taxonomy-Aware Representation Alignment for Hierarchical Visual Recognition with Large Multimodal Models CVPR 2026 Team HITS at SemEval-2026 Task 4:Enhancing narrative text embedding model training with hard negatives generation and self-distillation SemEval 2026 TeleAI at SemEval-2026 Task 4: Few-Shot Narrative Similarity Modeling for Classification and Ranking SemEval 2026 Template-assisted Contrastive Learning of Task-oriented Dialogue Sentence Embeddings ACL 2026 THE MORE, THE MERRIER: CONTRASTIVE FUSION FOR HIGHER-ORDER MULTIMODAL ALIGNMENT CVPR 2026 TLSA: LLM-Guided Text-Label Space Alignment with Contrastive Learning for Generalized Category Discovery ACL 2026 Towards Fine-Grained and Multi-Granular Contrastive Language-Speech Pre-training ACL 2026 Towards Generalized Representations for Low-Light Understanding: When Signal Constancy Meets Semantic Enrichment CVPR 2026 TR2M: Transferring Monocular Relative Depth to Metric Depth with Language Descriptions and Dual-Level Scale-Oriented Contrast CVPR 2026 ttda704 at SemEval-2026 Task 4: Modeling Narrative Structures via Pseudonymization and Multi-View Sentence Alignment SemEval 2026 UIT-AMMC at SemEval-2026 Task 13: Exploiting Structural Formatting Signatures for Robust AI-Generated Code Detection SemEval 2026 Ultrasound-CLIP: Semantic-Aware Contrastive Pre-training for Ultrasound Image-Text Understanding CVPR 2026 UMPIRE: Unveiling LLM-generated Posts via Redundant Expressions ACL 2026 Uncertainty-guided Compositional Alignment with Part-to-Whole Semantic Representativeness in Hyperbolic Vision-Language Models CVPR 2026 UniLight: A Unified Representation for Lighting CVPR 2026 UniRefiner: Teaching Pre-trained ViTs to Self-Dispose Dross via Contrastive Register CVPR 2026