Contrastive Learning

Omni-Attribute: Open-vocabulary Attribute Encoder for Visual Concept Personalization CVPR 2026 Omni-Embed-Audio: Leveraging Multimodal LLMs for Robust Audio-Text Retrieval ACL 2026 POGA: Paraphrased and Oppositional Graph Alignment for Fine-Grained Cross-Modal Retrieval CVPR 2026 PointGS: Semantic-Consistent Unsupervised 3D Point Cloud Segmentation with 3D Gaussian Splatting CVPR 2026 PowerCLIP: Powerset Alignment for Contrastive Pre-Training CVPR 2026 PPM-CLIP: Probabilistic Prompt Modeling for Generalizable AI-Generated Image Detection CVPR 2026 PuerAI at SemEval-2026 Task 5: Homograph Appropriateness Assessment via DeBERTa Contrastive Regression and Contextual Grouping SemEval 2026 Pushing the Frontier of Audiovisual Perception with Large-Scale Multimodal Correspondence Learning CVPR 2026 PvP: Data-Efficient Humanoid Robot Learning with Proprioceptive-Privileged Contrastive Representations CVPR 2026 R^3AG: Retriever Routing for Retrieval-Augmented Generation ACL 2026 Rank-Guided Pseudo-Bias Learning for Robust Black-Box Adaptation CVPR 2026 ReAlign: Generalizable Image Forgery Detection via Reasoning-Aligned Representation CVPR 2026 ReasonAny: Incorporating Reasoning Capability to Any Model via Simple and Effective Model Merging ACL 2026 Reliable Clustering Number Estimation for Contrastive Multi-View Clustering CVPR 2026 ReMoT: Reinforcement Learning with Motion Contrast Triplets CVPR 2026 RespiraMFM: A Multimodal Foundation Model with Contrastive Audio-Language Alignment for Respiratory Disease Identification ACL 2026 Rethinking Jailbreak Detection of Large Vision Language Models with Representational Contrastive Scoring ACL 2026 REVEAL: Multimodal Vision–Language Alignment of Retinal Morphometry and Clinical Risks for Incident AD and Dementia Prediction MIDL 2026 Revisiting Audio-language Pretraining for Learning General-purpose Audio Representation ACL 2026 Revisiting Visual Corruptions in LVLMs: A Shape-Texture Perspective on Model Failures CVPR 2026 RI-Mamba: Rotation-Invariant Mamba for Robust Text-to-Shape Retrieval CVPR 2026 Role-SynthCLIP: A Role-Play Driven Diverse Synthetic Data Approach CVPR 2026 SCIEval: Evaluating and Benchmarking the Faithfulness of Scientific Image Generation and Interpretation with Large Multimodal Models CVPR 2026 SCUZANE at SemEval-2026 Task 3: Dimensional Aspect-based Sentiment Analysis with Supervised Contrastive Regression and R-Drop Regularization SemEval 2026 Seeing without Pixels: Perception from Camera Trajectories CVPR 2026