vix.ing · top · new · best · stats · spec

Jiaxing Huang

  1. Vision-Language Models for Vision Tasks: A Survey
    2023/04/03 by Jingyi Zhang, Jiaxing Huang, Zhang, Jingyi +5 · 197 citations
    Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning
  2. Vision-Language Models for Vision Tasks: A Survey
    2024/02/26 by Jingyi Zhang, J Zhang, Jiaxing Huang +2 · 198 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications
  3. Mulberry: Empowering MLLM with o1-like Reasoning and Reflection via Collective Monte Carlo Tree Search
    2024/12/24 by Huanjin Yao, Jiaxing Huang, Yao, Huanjin +19 · 3 voices · 37 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Natural Language Processing Techniques #cs.AI #cs.CV
  4. FSDR: Frequency Space Domain Randomization for Domain Generalization
    2021/03/03 by Jiaxing Huang, Huang, Jiaxing, Dayan Guan +5 · 16 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Cancer-related molecular mechanisms research #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  5. Model Adaptation: Historical Contrastive Learning for Unsupervised Domain Adaptation without Source Data
    2021/10/07 by Jiaxing Huang, Huang, Jiaxing, Dayan Guan +5 · 9 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  6. PolarMix: A General Data Augmentation Technique for LiDAR Point Clouds
    2022/07/30 by Aoran Xiao, Xiao, Aoran, Jiaxing Huang +9 · 8 citations
    Computer Science · Earth and Planetary Sciences · Engineering · #3D Surveying and Cultural Heritage #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robotics and Sensor-Based Localization
  7. PhysReason: A Comprehensive Benchmark towards Physics-Based Reasoning
    2025/02/17 by Xinyu Zhang, Zhang, Xinyu, Yuxuan Dong +15 · 14 citations
    Computer Science · #AI-based Problem Solving and Planning #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning #Semantic Web and Ontologies
  8. Domain Generalization via Balancing Training Difficulty and Model Capability
    2023/09/02 by Xueying Jiang, Jiaxing Huang, Jiang, Xueying +5 · 6 citations
    Computer Science · Medicine · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications #COVID-19 diagnosis using AI
  9. A Survey on Evaluation of Multimodal Large Language Models
    2024/08/28 by Jiaxing Huang, Huang, Jiaxing, J Zhang +1 · 6 citations
    Computer Science · #Topic Modeling
  10. Learning to Prompt Segment Anything Models
    2024/01/09 by Jiaxing Huang, Huang, Jiaxing, Kai Jiang +11 · 4 citations
    Computer Science · Medicine · #Advanced Neural Network Applications #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
  11. R1-ShareVL: Incentivizing Reasoning Capability of Multimodal Large Language Models via Share-GRPO
    2025/05/22 by Huanjin Yao, Yao, Huanjin, Yin, Qixiang +18 · 16 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
  12. 3D Semantic Segmentation in the Wild: Learning Generalized Models for Adverse-Condition Point Clouds
    2023/04/03 by Aoran Xiao, Jiaxing Huang, Xiao, Aoran +15 · 3 citations
    Computer Science · Engineering · #3D Shape Modeling and Analysis #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition
  13. Uncertainty-Aware Unsupervised Domain Adaptation in Object Detection
    2021/02/27 by Dayan Guan, Jiaxing Huang, Guan, Dayan +7 · 2 citations
    Computer Science · Medicine · #Advanced Neural Network Applications #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
  14. Improving Large Language Models with Concept-Aware Fine-Tuning
    2025/06/09 by Michael K. Chen, Xikun Zhang, Chen, Michael K. +5 · 1 voice · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.AI #cs.CL #cs.LG
  15. LongHalQA: Long-Context Hallucination Evaluation for MultiModal Large Language Models
    2024/10/13 by Han Qiu, Jiaxing Huang, Qiu, Han +11 · 3 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning in Healthcare
  16. SPAgent: Adaptive Task Decomposition and Model Selection for General Video Generation and Editing
    2024/11/28 by Rong-Cheng Tu, Tu, Rong-Cheng, Wenhao Sun +9 · 3 citations
    Computer Science · Engineering · #3D Shape Modeling and Analysis #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Human Motion and Animation #Multiagent Systems (cs.MA)
  17. Reasoning with Reinforced Functional Token Tuning
    2025/02/19 by K. Zhang, Qi Yao, Zhang, Kongcheng +13 · 3 citations
    Computer Science · #Semantic Web and Ontologies #Natural Language Processing Techniques #Logic, Reasoning, and Knowledge
  18. Semantic-Aligned Matching for Enhanced DETR Convergence and Multi-Scale Feature Fusion
    2022/07/28 by Gongjie Zhang, Zhipeng Luo, Zhang, Gongjie +7 · 1 citation
    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning
  19. Prompt Ensemble Self-training for Open-Vocabulary Domain Adaptation
    2023/06/29 by Jiaxing Huang, Huang, Jiaxing, Jingyi Zhang +7 · 1 citation
    Computer Science · Medicine · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications #COVID-19 diagnosis using AI
  20. Strategic priorities for transformative progress in advancing biology with proteomics and artificial intelligence
    2025/02/21 by Yingying Sun, Jun A, Sun, Yingying +121 · 3 voices · 1 citation
    #q-bio.OT #cs.AI
  21. Open-Vocabulary Object Detection via Language Hierarchy
    2024/10/27 by Jiaxing Huang, Huang, Jiaxing, Jingyi Zhang +5 · 1 citation
    Computer Science · #Natural Language Processing Techniques
  22. A Survey on Vision Autoregressive Model
    2024/11/13 by Kai Jiang, Jiaxing Huang, Jiang, Kai +1 · 1 citation
    Earth and Planetary Sciences · Engineering · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Infrared Target Detection Methodologies #Remote Sensing and Land Use #Remote-Sensing Image Classification
  23. EvoIR: Towards All-in-One Image Restoration via Evolutionary Frequency Modulation
    2025/12/04 by Jiaqi Ma, Shengkai Hu, Ma, Jiaqi +9 · 2 citations
    Computer Science · Physics and Astronomy · #Advanced Image Processing Techniques #Advanced Optical Sensing Technologies #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Enhancement Techniques