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

Revealing the Seen, Imagining the Beyond: A Survey of Image-Grounded Chain-of-Thought Reasoning in Multimodal LLMs ACL 2026
Forest Before Trees: Latent Superposition for Efficient Visual Reasoning ACL 2026
VL-Calibration: Decoupled Confidence Calibration for Large Vision-Language Models Reasoning ACL 2026
FAST-EQA: Efficient Embodied Question Answering with Global and Local Region Relevancy WACV 2026
Chain-of-Look Spatial Reasoning for Dense Surgical Instrument Counting WACV 2026
Hybrid State Representation for Video Procedure Planning WACV 2026
Harnessing Object Grounding for Time-Sensitive Video Understanding WACV 2026
DART: Leveraging Multi-Agent Disagreement for Tool Recruitment in Multimodal Reasoning EACL 2026
RotBench: Evaluating Multi-modal Large Language Models on Identifying Image Rotation EACL 2026
Do Multi-Agents Solve Better Than Single? Evaluating Agentic Frameworks for Diagram-Grounded Geometry Problem Solving and Reasoning EACL 2026
VisDoT : Enhancing Visual Reasoning through Human-Like Interpretation Grounding and Decomposition of Thought EACL 2026
MIRA: Evaluating Multimodal AI on Complex Clinical Reasoning in Interventional Radiology AAAI 2026
CMMCoT: Enhancing Complex Multi-Image Comprehension via Multi-Modal Chain-of-Thought and Memory Augmentation 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
AStar: Boosting Multimodal Reasoning with Automated Structured Thinking AAAI 2026
LogicAD: Explainable Anomaly Detection via VLM-based Text Feature Extraction AAAI 2025
DARR: A Dual-Branch Arithmetic Regression Reasoning Framework for Solving Machine Number Reasoning AAAI 2025
GlyphPattern: An Abstract Pattern Recognition for Vision-Language Models ACL 2025
DWIM: Towards Tool-aware Visual Reasoning via Discrepancy-aware Workflow Generation & Instruct-Masking Tuning ICCV 2025
Towards Video Thinking Test: A Holistic Benchmark for Advanced Video Reasoning and Understanding ICCV 2025
VLM2-Bench: A Closer Look at How Well VLMs Implicitly Link Explicit Matching Visual Cues ACL 2025
MemeQA: Holistic Evaluation for Meme Understanding ACL 2025