conftrace_

visual reasoning

493 papers

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Also known as

VR

Co-occurring keywords

multimodal learning (4645) vision-language model (2348) visual question answering (1017) multimodal large language model (966) large language model (13587) benchmark evaluation (1556) vision language model (767) question answering (2963) multi-modal learning (1278) video understanding (1658)

Papers

Vision-G1: Towards General Reasoning Vision-Language Models via Reinforcement Learning AAAI 2026

Introducing Visual Scenes and Reasoning: A More Realistic Benchmark for Spoken Language Understanding AAAI 2026

RotBench: Evaluating Multi-modal Large Language Models on Identifying Image Rotation EACL 2026

CMMCoT: Enhancing Complex Multi-Image Comprehension via Multi-Modal Chain-of-Thought and Memory Augmentation AAAI 2026

SIFThinker: Spatially-Aware Image Focus for Visual Reasoning AAAI 2026

Let’s Think with Images Efficiently! An Interleaved-Modal Chain-of-Thought Reasoning Framework with Dynamic and Precise Visual Thoughts AAAI 2026

FAST-EQA: Efficient Embodied Question Answering with Global and Local Region Relevancy WACV 2026

DART: Leveraging Multi-Agent Disagreement for Tool Recruitment in Multimodal Reasoning EACL 2026

Do Multi-Agents Solve Better Than Single? Evaluating Agentic Frameworks for Diagram-Grounded Geometry Problem Solving and Reasoning EACL 2026

MIRA: Evaluating Multimodal AI on Complex Clinical Reasoning in Interventional Radiology AAAI 2026

Seeing from Another Perspective: Evaluating Multi-View Understanding in MLLMs AAAI 2026

Knowledge-Enhanced Image Captioning with Adaptive Graph-based Multimodal Alignment and LLM AAAI 2026

MoCHA: Advanced Vision-Language Reasoning with MoE Connector and Hierarchical Group Attention AAAI 2026

Easy for Children, Hard for AI: The Limits of Multimodal LLMs in Early Childhood Learning AAAI 2026

Hybrid State Representation for Video Procedure Planning WACV 2026

Chain-of-Look Spatial Reasoning for Dense Surgical Instrument Counting WACV 2026

Harnessing Object Grounding for Time-Sensitive Video Understanding WACV 2026

ImageChain: Advancing Sequential Image-to-Text Reasoning in Multimodal Large Language Models WACV 2026

Do You See Me : A Multidimensional Benchmark for Evaluating Visual Perception in Multimodal LLMs EACL 2026

When Does Auxiliary Modality Matter in Solving Geometric Problems? A Comprehensive Study of Textual, Formal, and Visual Modalities EACL 2026

VisDoT : Enhancing Visual Reasoning through Human-Like Interpretation Grounding and Decomposition of Thought EACL 2026

DashboardQA: Benchmarking Multimodal Agents for Question Answering on Interactive Dashboards EACL 2026

JRDB-Reasoning: A Difficulty-Graded Benchmark for Visual Reasoning in Robotics AAAI 2026

Ground What You See: Hallucination-Resistant MLLMs via Caption Feedback, Diversity-Aware Sampling, and Conflict Regularization AAAI 2026

AStar: Boosting Multimodal Reasoning with Automated Structured Thinking AAAI 2026