conftrace_

multimodal reasoning

197 papers

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Co-occurring keywords

vision-language model (2348) multimodal learning (4645) visual question answering (1017) large language model (13587) multimodal large language model (966) visual reasoning (493) benchmark evaluation (1556) chain-of-thought reasoning (551) vision language model (767) video understanding (1658)

Papers

Scaling Human-Centric Trustworthy Foundation Model via Advanced Reasoning and Agentic Frameworks AAAI 2026

MMhops-R1: Multimodal Multi-hop Reasoning AAAI 2026

Chat-TS: Enhancing Multi-Modal Reasoning Over Time-Series and Natural Language Data EACL 2026

STELAR-VISION: Self-Topology-Aware Efficient Learning for Aligned Reasoning in Vision AAAI 2026

MARS: Multimodal Adaptive Reasoning Model for Avoiding Overthinking AAAI 2026

TVChain: Leveraging Textual-Visual Prompt Chains for Jailbreaking Large Vision-Language Models AAAI 2026

See, Think, Learn: A Self-Taught Multimodal Reasoner WACV 2026

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

Reasoning Beyond Literal: Cross-style Multimodal Reasoning for Figurative Language Understanding EACL 2026

RPTS: Tree-Structured Reasoning Process Scoring for Faithful Multimodal Evaluation AAAI 2026

STOLA: Self-Adaptive Touch-Language Framework for Tactile Commonsense Reasoning in Open-Ended Scenarios AAAI 2026

AStar: Boosting Multimodal Reasoning with Automated Structured Thinking AAAI 2026

Bridging the Copyright Gap: Do Large Vision-Language Models Recognize and Respect Copyrighted Content? AAAI 2026

IndoorUAV: Benchmarking Vision-Language UAV Navigation in Continuous Indoor Environments AAAI 2026

CAPE: A CLIP-Aware Pointing Ensemble of Complementary Heatmap Cues for Embodied Reference Understanding WACV 2026

MapVerse: A Benchmark for Geospatial Question Answering on Diverse Real-World Maps WACV 2026

MageBench: Bridging Large Multimodal Models to Agents WACV 2026

Journey Before Destination: On the importance of Visual Faithfulness in Slow Thinking EACL 2026

Do Images Speak Louder than Words? Investigating the Effect of Textual Misinformation in VLMs EACL 2026

Compositional Reasoning via Joint Image and Language Decomposition EACL 2026

Circuit-Think: A Multimodal Reasoning Framework for Automated Circuit-to-Netlist Translation with Trajectory-Guided Reinforcement Learning AAAI 2026

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

Look-Back: Implicit Visual Re-focusing in MLLM Reasoning AAAI 2026

TargetVAU: Multimodal Anomaly-Aware Reasoning for Target Behavior Understanding in Videos AAAI 2026

MDK12-Bench: A Multi-Discipline Benchmark for Evaluating Reasoning in Multimodal Large Language Models AAAI 2026