Contrastive Learning

A Causal Marriage between VLM and IRM from Understanding to Reasoning CVPR 2026 A Cross-view Fusion Framework for Robust 6-DoF Grasp Pose Estimation CVPR 2026 A Data-Augmented Contrastive Learning Approach to Nonparametric Density Estimation JMLR 2026 Aligning Backchannel and Dialogue Context Representations via Contrastive LLM Fine-Tuning ACL 2026 ARK: Answer-Centric Retriever Tuning via KG-augmented Curriculum Learning ACL 2026 A Semantically Disentangled Unified Model for Multi-category 3D Anomaly Detection CVPR 2026 A Simple yet Effective Adaptive Inter-organ Contrastive Learning Framework for Unsupervised Domain Adaptation MIDL 2026 Balanced Hierarchical Contrastive Learning with Decoupled Queries for Fine-grained Object Detection in Remote Sensing Images CVPR 2026 b-CLIP: Text-Conditioned Contrastive Learning for Multi-Granular Vision-Language Alignment CVPR 2026 BD-Merging: Bias-Aware Dynamic Model Merging with Evidence-Guided Contrastive Learning CVPR 2026 Beyond Binary Contrast: Modeling Continuous Skeleton Action Spaces with Transitional Anchors CVPR 2026 Beyond [CLS] Token: Query-Driven Token-Level Forgery Purification for Generalizable Deepfake Detection CVPR 2026 Beyond Machine Interpretation: Learning from Expert Over-Reads Improves ECG Diagnosis MIDL 2026 Beyond the Encoder: Joint Encoder-Decoder Contrastive Pre-Training Improves Dense Prediction WACV 2026 Beyond What's Shared: Recovering Lost Unique Information from Intermediate Layers to Boost Multimodal Geo-Foundation Models CVPR 2026 BioHiCL: Hierarchical Multi-Label Contrastive Learning for Biomedical Retrieval with MeSH Labels ACL 2026 Bootstrap Your Own AV-Proxies: Adaptive Contrastive and Prototype Learning for Audio-Visual Segmentation CVPR 2026 Boundary-Responsive Differentiable Gating for Superpixel-Based Segmentation CVPR 2026 Brewing Stronger Features: Dual-Teacher Distillation for Multispectral Earth Observation CVPR 2026 Chronological Contrastive Learning: Few-Shot Progression Assessment in Irreversible Diseases MIDL 2026 CityVG: Contrastive Fine-Tuning and Reward-Based Chain-of-Thought Reasoning for Zero-Shot City-Scale 3D Visual Grounding ACL 2026 CLEAR: Cross-Lingual Enhancement in Retrieval via Reverse-training ACL 2026 CLEP: Contrastive Language-Pose Pretraining CVPR 2026 CLIP-like Model as a Foundational Density Ratio Estimator CVPR 2026 Cloning Deterministic Worlds: The Critical Role of Latent Geometry in Long-Horizon World Models CVPR 2026