vision-language reasoning

Learning to See through Illumination Extremes with Event Streaming in Multimodal Large Language Models CVPR 2026 PDCR: Perception-Decomposed Confidence Reward for Vision-Language Reasoning CVPR 2026 Saliency-R1: Enforcing Interpretable and Faithful Vision-language Reasoning via Saliency-map Alignment Reward CVPR 2026 View-on-Graph: Zero-Shot 3D Visual Grounding via Vision-Language Reasoning on Scene Graphs AAAI 2026 AdaptMerge: Inference Time Adaptive Visual and Language-Guided Token Merging for Efficient Large Multimodal Models EMNLP 2025 VLR-Driver: Large Vision-Language-Reasoning Models for Embodied Autonomous Driving ICCV 2025 Image as a Language: Revisiting Scene Text Recognition via Balanced, Unified and Synchronized Vision-Language Reasoning Network AAAI 2024 Know Your Neighbors: Improving Single-View Reconstruction via Spatial Vision-Language Reasoning CVPR 2024 Lexicon3D: Probing Visual Foundation Models for Complex 3D Scene Understanding NeurIPS 2024 Situational Awareness Matters in 3D Vision Language Reasoning CVPR 2024 Filling the Image Information Gap for VQA: Prompting Large Language Models to Proactively Ask Questions EMNLP 2023 IdealGPT: Iteratively Decomposing Vision and Language Reasoning via Large Language Models EMNLP 2023 Learning Action-Effect Dynamics for Hypothetical Vision-Language Reasoning Task EMNLP 2022 Gold Seeker: Information Gain From Policy Distributions for Goal-Oriented Vision-and-Langauge Reasoning CVPR 2020