multimodal reasoning

A Causal Marriage between VLM and IRM from Understanding to Reasoning CVPR 2026 Activating Visual Context and Commonsense Reasoning Through Masked Prediction in VLMs AAAI 2026 ARM-Thinker: Reinforcing Multimodal Generative Reward Models with Agentic Tool Use and Visual Reasoning CVPR 2026 AStar: Boosting Multimodal Reasoning with Automated Structured Thinking AAAI 2026 AVATAR: Reinforcement Learning to See, Hear, and Reason Over Video CVPR 2026 Bonsai: Interpretable Tree-Adaptive Grounded Reasoning AAAI 2026 Boosting Reasoning in Large Multimodal Models via Activation Replay CVPR 2026 Bridging the Copyright Gap: Do Large Vision-Language Models Recognize and Respect Copyrighted Content? AAAI 2026 CAPE: A CLIP-Aware Pointing Ensemble of Complementary Heatmap Cues for Embodied Reference Understanding WACV 2026 CARE What Fails: Contrastive Anchored-REflection for Verifiable Multimodal Reasoning CVPR 2026 Chat-TS: Enhancing Multi-Modal Reasoning Over Time-Series and Natural Language Data EACL 2026 Circuit-Think: A Multimodal Reasoning Framework for Automated Circuit-to-Netlist Translation with Trajectory-Guided Reinforcement Learning AAAI 2026 CodeV: Code with Images for Faithful Visual Reasoning via Tool-Aware Policy Optimization CVPR 2026 CogniEdit: Dense Gradient Flow Optimization for Fine-Grained Image Editing CVPR 2026 Compositional Reasoning via Joint Image and Language Decomposition EACL 2026 DART: Disambiguation-Aware Reasoning for Video-guided Machine Translation ACL 2026 DART: Leveraging Multi-Agent Disagreement for Tool Recruitment in Multimodal Reasoning EACL 2026 Do Images Speak Louder than Words? Investigating the Effect of Textual Misinformation in VLMs EACL 2026 Draft and Refine with Visual Experts CVPR 2026 EduDiag: A Benchmark for Educational Diagnostic Reasoning with Error Tracing and Correction on Large Multimodal Models CVPR 2026 Encode Geometric Diagram as Geo-Graph in Geometry Problem Solving AAAI 2026 Envision, Attend, Then Respond: Counterfactual Hallucination Mitigation in Large Vision-Language Models CVPR 2026 Evolutionary Multimodal Reasoning via Hierarchical Semantic Representation for Intent Recognition CVPR 2026 Flattery in Motion: Benchmarking and Analyzing Sycophancy in Video-LLMs ACL 2026 From Charts to Code: A Hierarchical Benchmark for Multimodal Models ACL 2026