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Yibin Huang

  1. Why Do MLLMs Struggle with Spatial Understanding? A Systematic Analysis from Data to Architecture
    2025/09/02 by Yibin Huang, Zhang, Wanyue, Huang, Yibin +12 · 13 citations
    Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Spatial Cognition and Navigation #Speech and dialogue systems
  2. Reversed Image Signal Processing and RAW Reconstruction. AIM 2022 Challenge Report
    2022/10/20 by Marcos V. Conde, Conde, Marcos V., Radu Timofte +83 · 1 citation
    Engineering · #CCD and CMOS Imaging Sensors #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image Processing Techniques and Applications #Image and Video Processing (eess.IV) #Photoacoustic and Ultrasonic Imaging #electronic engineering #information engineering
  3. MM-UAVBench: How Well Do Multimodal Large Language Models See, Think, and Plan in Low-Altitude UAV Scenarios?
    2025/12/29 by Shiqi Dai, Zizhi Ma, Dai, Shiqi +19 · 1 citation
    Computer Science · Engineering · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #UAV Applications and Optimization
  4. NTIRE 2024 Challenge on Night Photography Rendering
    2024/06/18 by Egor Ershov, Ershov, Egor, Artyom Panshin +97 · 1 citation
    Computer Science · Environmental Science · #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Enhancement Techniques #Impact of Light on Environment and Health
  5. The Second LoViF 2026 Challenge on Real-World All-in-One Image Restoration: Methods and Results
    2026/07/23 by Xiang Chen, Hao Li, Jiangxin Dong +89
    #cs.CV