conftrace_

visual reasoning

556 papers

Explore in graph

Also known as

VR

Co-occurring keywords · papers mentioning both

multimodal learning (171) vision-language model (101) multimodal large language model (85) visual question answering (71) large language model (54) benchmark evaluation (44) multimodal reasoning (32) question answering (30) video understanding (28) reinforcement learning (27)

Papers

AbductiveMLLM: Boosting Visual Abductive Reasoning Within MLLMs AAAI 2026 Action-Sketcher: From Reasoning to Action via Visual Sketches for Robotic Manipulation CVPR 2026 ARC Is a Vision Problem! CVPR 2026 AStar: Boosting Multimodal Reasoning with Automated Structured Thinking AAAI 2026 Beyond Ranking: Fine-Grained Diagnostics and Self-Improvement for MLLMs ACL 2026 Birds of a Feather Reason Together: Gestalt Grouping Meets Neuro-Symbolic Inference UAI 2026 Chain-of-Look Spatial Reasoning for Dense Surgical Instrument Counting WACV 2026 CMMCoT: Enhancing Complex Multi-Image Comprehension via Multi-Modal Chain-of-Thought and Memory Augmentation AAAI 2026 CodeDance: A Dynamic Tool-integrated MLLM for Executable 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 ConsisVLA-4D: Advancing Spatiotemporal Consistency in Efficient 3D-Perception and 4D-Reasoning for Robotic Manipulation CVPR 2026 CoT-VLNBench: A Benchmark for Visual Chain-of-Thought Reasoning in Vision-Language-Navigation Robots AAAI 2026 Counteracting the Matthew Effect in Self-Improvement of LVLMs through Head-Tail Re-balancing ACL 2026 DART: Leveraging Multi-Agent Disagreement for Tool Recruitment in Multimodal Reasoning EACL 2026 DashboardQA: Benchmarking Multimodal Agents for Question Answering on Interactive Dashboards EACL 2026 DeepScan: A Training-Free Framework for Visually Grounded Reasoning in Large Vision-Language Models CVPR 2026 DiG: Differential Grounding for Enhancing Fine-Grained Perception in Multimodal Large Language Models CVPR 2026 DocSeeker: Structured Visual Reasoning with Evidence Grounding for Long Document Understanding CVPR 2026 Doc-V*: Coarse-to-Fine Interactive Visual Reasoning for Multi-Page Document VQA ACL 2026 Do Multi-Agents Solve Better Than Single? Evaluating Agentic Frameworks for Diagram-Grounded Geometry Problem Solving and Reasoning EACL 2026 Downscaling Intelligence: Exploring Perception and Reasoning Bottlenecks in Small Multimodal Models CVPR 2026 Do You See Me : A Multidimensional Benchmark for Evaluating Visual Perception in Multimodal LLMs EACL 2026 Easy for Children, Hard for AI: The Limits of Multimodal LLMs in Early Childhood Learning AAAI 2026 Enhancing Descriptive Captions with Visual Attributes for Multimodal Perception CVPR 2026