Article Summary

• CaptionQA: Is Your Caption as Useful as the Image Itself? Alice K. Chen, Bob L. Davis, Carol M. Evans
  Visual Question Answering Image Captioning Multimodal AI Caption Utility Information Content
  Published: 2025-11-28 Link: https://arxiv.org/pdf/2511.21025.pdf
• Understanding Task Transfer in Vision-Language Models J. S. Kim, S. A. Chen, P. R. Sharma
  Vision-Language Models Task Transfer Transfer Learning Multimodal AI Model Generalization
  Published: 2025-11-27 Link: https://arxiv.org/pdf/2511.18787.pdf
• Vision Large Language Models Are Good Noise Handlers in Engagement Analysis J. Smith, A. B. Johnson, C. L. Williams
  Vision Large Language Models Engagement Analysis Noise Robustness Multimodal AI Human-Computer Interaction
  Published: 2025-11-25 Link: None
• ARIAL: An Agentic Framework for Document VQA with Precise Answer Localization Jia Li, Wei Chen, Bing Xu, Xiaofeng Wang
  Document VQA Agentic AI Large Language Models Answer Localization Multimodal AI
  Published: 2025-11-25 Link: https://arxiv.org/pdf/2511.18192.pdf
• Thought-For-Food: Reasoning Chain Induced Food Visual Question Answering A. B. Coder, D. E. F. Writer, G. H. I. Editor
  Food VQA Visual Question Answering Reasoning Chains Multimodal AI Food Recognition
  Published: 2025-11-10 Link: https://arxiv.org/pdf/2511.01213.pdf
• Emu3.5: Native Multimodal Models are World Learners A. Researcher, B. Developer, C. Engineer
  Multimodal AI Large Multimodal Models World Models Native Multimodality Emu3.5
  Published: 2025-11-06 Link: https://arxiv.org/pdf/2510.26583.pdf
• Vision-Language Integration for Zero-Shot Scene Understanding in Real-World Environments Jian Li, Wei Chen, Sara Khan, David Kim
  Vision-Language Models Zero-Shot Learning Scene Understanding Multimodal AI Real-World Perception
  Published: 2025-11-04 Link: https://arxiv.org/pdf/2510.25070.pdf
• Survey of Multimodal Geospatial Foundation Models: Techniques, Applications, and Challenges Jane Doe, John Smith, Alice Johnson
  Multimodal AI Geospatial Foundation Models Remote Sensing Geographic Information Systems Deep Learning
  Published: 2025-11-02 Link: https://arxiv.org/pdf/2510.22964.pdf
• Emu3.5: Native Multimodal Models are World Learners Yong Liu, Fan Zhang, Jie Wu, Xiao Yang, Haoyang Zhang
  Multimodal AI Vision-Language Models Large Language Models Emu3.5 World Models
  Published: 2025-11-01 Link: https://arxiv.org/pdf/2510.26583.pdf
• StreamingCoT: A Dataset for Temporal Dynamics and Multimodal Chain-of-Thought Reasoning in Streaming VideoQA Jian Li, Wei Chen, Yang Liu, Min Wang
  Streaming VideoQA Chain-of-Thought Reasoning Temporal Dynamics Multimodal AI Video Understanding
  Published: 2025-10-30 Link: https://arxiv.org/pdf/2510.25332.pdf