Contrastive Learning

LAMCL: A Length-aware Momentum Contrastive Learning Framework for Multiscale Machine-Revised Text Detection ACL 2026 Language-Grounded Decoupled Action Representation for Robotic Manipulation CVPR 2026 LASAR: Towards Spatio-temporal Reasoning with Latent Cognitive Map CVPR 2026 Learning Forgery-Aware Lip Representations Without Forgery Priors CVPR 2026 Learning from Contrasts: Synthesizing Reasoning Paths from Diverse Search Trajectories ACL 2026 Learning from Near-Misses: Error-Aware Contrastive Few-Shot Learning for NL2Formula ACL 2026 Learning from Semantic Dictionaries: Discriminative Codebook Contrastive Learning for Unified Visual Representation and Generation CVPR 2026 LiDAR-to-4DRadar Diffusion Bridge via Cross-Modal Alignment and Translation in Latent Space CVPR 2026 Love Me, Love My Label: Rethinking the Role of Labels in Prompt Retrieval for Visual In-Context Learning CVPR 2026 Mapping the Circumplex of Affect: Geometric Analysis of Emotion Representations via Hyperspherical Contrastive Learning ACL 2026 Mario: Multimodal Graph Reasoning with Large Language Models CVPR 2026 MarSan at SemEval-2026 Task 4: Narrative Similarity via Sentence-BERT Metric Learning with Triple-Derived Losses SemEval 2026 Mask to Align, Weight to Disambiguate: Reliable Unsupervised Cross-Modal Hashing with Masked-Weight Contrast CVPR 2026 Material Magic Wand: Material-Aware Grouping of 3D Parts in Untextured Meshes CVPR 2026 MoBind: Motion Binding for Fine-Grained IMU-Video Pose Alignment CVPR 2026 MoCa: Modality-aware Continual Pre-training Makes Better Bidirectional Multimodal Embeddings ACL 2026 MoodMetric at SemEval-2026 Task 4:Narrative Story Similarity and Narrative Representation Learning SemEval 2026 MuCo: Multi-turn Contrastive Learning for Multimodal Embedding Model CVPR 2026 Multi-Hierarchical Contrastive Spectral Fusion for Multi-View Clustering CVPR 2026 Multi-View Hierarchical Alignment Learning for Spatial Transcriptomics CVPR 2026 Narrative Team at SemEval-2026 Task 4: Two-Stage Contrastive Learning for Narrative Similarity Assessment SemEval 2026 NCL&HKU-NarrSim at SemEval-2026 Task 4: Aspect-Based Agents and Supervised Contrastive Embeddings for Narrative Similarity SemEval 2026 NLP-FSDM at SemEval-2026 Task 4: Narrative Similarity via Multiple Negatives Ranking and Instruction-Based Embeddings SemEval 2026 No Hard Negatives Required: Concept Centric Learning Leads to Compositionality without Degrading Zero-shot Capabilities of Contrastive Models CVPR 2026 NOSE: Neural Olfactory-Semantic Embedding with Tri-Modal Orthogonal Contrastive Learning ACL 2026