Vision-Language Models

R4-CGQA: Retrieval-based Vision Language Models for Computer Graphics Image Quality Assessment CVPR 2026 R4: Retrieval-Augmented Reasoning for Vision-Language Models in 4D Spatio-Temporal Space CVPR 2026 RadVLM-GRPO: Enhancing Chest X-ray Report Generation and Visual Grounding via Reinforcement Learning MIDL 2026 Rationale-Enhanced Decoding for Multi-modal Chain-of-Thought CVPR 2026 RealAppiance: Let High-fidelity Appliance Assets Controllable and Workable as Aligned Real Manauls CVPR 2026 RealChart2Code: Bridging the Gap in Real-World Chart-to-Code Generation via Multi-Task Evaluation ACL 2026 REALM: An MLLM-Agent Framework for Open World 3D Reasoning Segmentation and Editing on Gaussian Splatting CVPR 2026 RealVLG-R1: A Large-Scale Real-World Visual-Language Grounding Benchmark for Robotic Perception and Manipulation CVPR 2026 ReasonEdit: Towards Reasoning-Enhanced Image Editing Models CVPR 2026 Reasoning-Driven Anomaly Detection and Localization with Image-Level Supervision CVPR 2026 ReasonMap: Towards Fine-Grained Visual Reasoning from Transit Maps CVPR 2026 ReasonX: MLLM-Guided Intrinsic Image Decomposition CVPR 2026 ReAttnCLIP: Training-Free Open-Vocabulary Remote Sensing Image Segmentation via Re-defined Attention in CLIP CVPR 2026 ReCALL: Recalibrating Capability Degradation for MLLM-based Composed Image Retrieval CVPR 2026 RECS4R: Bridging Semantics and Geometry for Referring Remote Sensing Interpretation CVPR 2026 Recurrent Reasoning with Vision-Language Models for Estimating Long-Horizon Embodied Task Progress CVPR 2026 Reducing Token Redundancy in LVLMs: A Systematic Review of Token Pruning Methods ACL 2026 Reevaluating the Intra-Modal Misalignment Hypothesis in CLIP CVPR 2026 ReFAct: Empowering Multimodal Web Agents with Visual and Context Focusing CVPR 2026 RefAV: Towards Planning-Centric Scenario Mining CVPR 2026 Relational Visual Similarity CVPR 2026 ReLook: Vision-Grounded RL with a Multimodal LLM Critic for Agentic Web Coding ACL 2026 ReMatch: Boosting Representation through Matching for Multimodal Retrieval CVPR 2026 ReMoRa: Multimodal Large Language Model based on Refined Motion Representation for Long-Video Understanding CVPR 2026 ReMoT: Reinforcement Learning with Motion Contrast Triplets CVPR 2026