conftrace_

multimodal reasoning

197 papers

Explore in graph

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

Guideline-Informed MLLM Reasoning for Pathology-Aware Postoperative Prostate CTV Segmentation MIDL 2026
From Charts to Code: A Hierarchical Benchmark for Multimodal Models ACL 2026
Musical Score Understanding Benchmark: Evaluating Large Language Models’ Comprehension of Complete Musical Scores ACL 2026
MapVerse: A Benchmark for Geospatial Question Answering on Diverse Real-World Maps WACV 2026
CAPE: A CLIP-Aware Pointing Ensemble of Complementary Heatmap Cues for Embodied Reference Understanding WACV 2026
See, Think, Learn: A Self-Taught Multimodal Reasoner WACV 2026
MageBench: Bridging Large Multimodal Models to Agents WACV 2026
DART: Leveraging Multi-Agent Disagreement for Tool Recruitment in Multimodal Reasoning EACL 2026
Chat-TS: Enhancing Multi-Modal Reasoning Over Time-Series and Natural Language Data EACL 2026
Reasoning Beyond Literal: Cross-style Multimodal Reasoning for Figurative Language Understanding EACL 2026
Circuit-Think: A Multimodal Reasoning Framework for Automated Circuit-to-Netlist Translation with Trajectory-Guided Reinforcement Learning AAAI 2026
RPTS: Tree-Structured Reasoning Process Scoring for Faithful Multimodal Evaluation AAAI 2026
STELAR-VISION: Self-Topology-Aware Efficient Learning for Aligned Reasoning in Vision 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
Browsing Lost Unformed Recollections: A Benchmark for Tip-of-the-Tongue Search and Reasoning ACL 2025
LlamaV-o1: Rethinking Step-by-step Visual Reasoning in LLMs ACL 2025
Critic-V: VLM Critics Help Catch VLM Errors in Multimodal Reasoning CVPR 2025
Cracking the Code of Hallucination in LVLMs with Vision-aware Head Divergence ACL 2025
Predicting Implicit Arguments in Procedural Video Instructions ACL 2025
Towards Reliable Large Audio Language Model ACL 2025
DSPNet: Dual-vision Scene Perception for Robust 3D Question Answering CVPR 2025
Enhancing Scientific Visual Question Answering through Multimodal Reasoning and Ensemble Modeling ACL 2025
U-MATH: A University-Level Benchmark for Evaluating Mathematical Skills in Large Language Models ACL 2025
MPBench: A Comprehensive Multimodal Reasoning Benchmark for Process Errors Identification ACL 2025