Vision-Language Models

Chain-of-Thought Degrades Visual Spatial Reasoning Capabilities of Multimodal LLMs ACL 2026 Chain-of-Thought Guided Multi-Modal Object Re-Identification CVPR 2026 Chain of World: World Model Thinking in Latent Motion CVPR 2026 Chart-FR1: Visual Focus-Driven Fine-Grained Reasoning on Dense Charts CVPR 2026 CharTide: Data-Centric Chart-to-Code Generation via Tri-Perspective Tuning and Inquiry-Driven Evolution ACL 2026 ChartNet: A Million-Scale, High-Quality Multimodal Dataset for Robust Chart Understanding CVPR 2026 ChartVerse: Scaling Chart Reasoning via Reliable Programmatic Synthesis from Scratch ACL 2026 CityCube: Benchmarking Cross-view Spatial Reasoning on Vision-Language Models in Urban Environments ACL 2026 CLAY: Conditional Visual Similarity Modulation in Vision-Language Embedding Space CVPR 2026 CLIP Is Shortsighted: Paying Attention Beyond the First Sentence CVPR 2026 CLIP-like Model as a Foundational Density Ratio Estimator CVPR 2026 CLIPoint3D: Language-Grounded Few-Shot Unsupervised 3D Point Cloud Domain Adaptation CVPR 2026 CLiViS: Unleashing Cognitive Map through Linguistic-Visual Synergy for Embodied Visual Reasoning CVPR 2026 CodePercept: Code-Grounded Visual STEM Perception for MLLMs CVPR 2026 CodeV: Code with Images for Faithful Visual Reasoning via Tool-Aware Policy Optimization CVPR 2026 CogDriver: Integrating Cognitive Inertia for Temporally Coherent Planning in Autonomous Driving CVPR 2026 Collaborative Multi-Mode Pruning for Vision-Language Models CVPR 2026 ColorBrowserAgent: Complex Long-Horizon Browser Agent with Adaptive Knowledge Evolution ACL 2026 Composite-Attribute Person Re-Identification via Pose-Guided Disentanglement CVPR 2026 Compositional Transformation Reasoning for Composed Video Retrieval CVPR 2026 Concept-Aware Batch Sampling Improves Language-Image Pretraining CVPR 2026 ConceptPose: Training-Free Zero-Shot Object Pose Estimation using Concept Vectors CVPR 2026 Concept Regions Matter: Benchmarking CLIP with a New Cluster-Importance Approach CVPR 2026 Condensed Test-Time Adaptation of VLMs for Action Recognition CVPR 2026 ConeSep: Cone-based Robust Noise-Unlearning Compositional Network for Composed Image Retrieval CVPR 2026