Vision-Language Models

ForceVLA2: Unleashing Hybrid Force-Position Control with Force Awareness for Contact-Rich Manipulation CVPR 2026 ForeAct: Steering Your VLA with Efficient Visual Foresight Planning CVPR 2026 Forest Before Trees: Latent Superposition for Efficient Visual Reasoning ACL 2026 Free-Grained Hierarchical Visual Recognition CVPR 2026 From 3D Pose to Prose: Biomechanics-Grounded Vision-Language Coaching CVPR 2026 From Attraction to Equilibrium: Physics-Inspired Semantic Gravitons for Zero-Shot Anomaly Detection CVPR 2026 From Charts to Code: A Hierarchical Benchmark for Multimodal Models ACL 2026 From Failure to Feedback: Group Revision Unlocks Hard Cases in Object-Level Grounding CVPR 2026 From Intuition to Investigation: A Tool-Augmented Reasoning MLLM Framework for Generalizable Face Anti-Spoofing CVPR 2026 From Manuals to Actions: A Unified VLA Model for Chain-of-Thought Manual Generation and Robotic Manipulation CVPR 2026 From Observation to Action: Latent Action-based Primitive Segmentation for VLA Pre-training in Industrial Settings CVPR 2026 From Off-Policy to On-Policy: Enhancing GUI Agents via Bi-level Expert-to-Policy Assimilation ACL 2026 From Panel to Pixel: Zoom-In Vision-Language Pretraining from Biomedical Scientific Literature CVPR 2026 From Relevance to Authority: Authority-aware Generative Retrieval in Web Search Engines ACL 2026 From Words to Pixels: A Comprehensive Survey on Large Language Models in Visual Segmentation ACL 2026 FUSAR-GPT: A Spatiotemporal Feature-Embedded and Two-Stage Decoupled Visual Language Model for SAR Imagery CVPR 2026 FVBench: Benchmarking Deepfake Video Detection Capability of Large Multimodal Models CVPR 2026 G$^2$VLM: Geometry Grounded Vision Language Model with Unified 3D Reconstruction and Spatial Reasoning CVPR 2026 GaussianDWM: 3D Gaussian Driving World Model for Unified Scene Understanding and Multi-Modal Generation CVPR 2026 GaussianVision: Vision-Language Alignment from Compressed Image Representations using 2D Gaussian Splatting CVPR 2026 GA-VLN: Geometry-Aware BEV Representation for Efficient Vision-Language Navigation CVPR 2026 Gaze Target Estimation Anywhere with Concepts CVPR 2026 Generate, Analyze, and Refine: Training-Free Sound Source Localization via MLLM Meta-Reasoning CVPR 2026 GeniNav: Generative Model Driven Image-Goal Navigation via Imagination-Guided Consistency Flow Matching CVPR 2026 GenSplat: Bridging the Generalization Gap in 3DGS Language Comprehension CVPR 2026