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Xiao, Zehao

  1. Beyond Model Adaptation at Test Time: A Survey
    2024/11/06 by Zehao Xiao, Xiao, Zehao, Cees G. M. Snoek +1 · 18 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Multimodal Machine Learning Applications
  2. Any-Shift Prompting for Generalization over Distributions
    2024/02/15 by Xiao, Zehao, Shen, Jiayi, Derakhshani, Mohammad Mahdi +2 · 8 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  3. Model Predictive Task Sampling for Efficient and Robust Adaptation
    2025/01/19 by Wang, Qi, Xiao, Zehao, Mao, Yixiu +4 · 13 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  4. GO4Align: Group Optimization for Multi-Task Alignment
    2024/04/09 by Shen, Jiayi, Wang, Cheems, Xiao, Zehao +2 · 6 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  5. DynaPrompt: Dynamic Test-Time Prompt Tuning
    2025/01/27 by Xiao, Zehao, Yan, Shilin, Hong, Jack +6 · 10 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  6. ProtoDiff: Learning to Learn Prototypical Networks by Task-Guided Diffusion
    2023/06/26 by Du, Yingjun, Xiao, Zehao, Liao, Shengcai +1 · 3 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  7. A Bit More Bayesian: Domain-Invariant Learning with Uncertainty
    2021/05/09 by Xiao, Zehao, Shen, Jiayi, Zhen, Xiantong +2 · 2 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  8. Learning to Generalize across Domains on Single Test Samples
    2022/02/16 by Zehao Xiao, Xiao, Zehao, Xiantong Zhen +5 · 2 citations
    Computer Science · Biochemistry, Genetics and Molecular Biology · #Domain Adaptation and Few-Shot Learning #Cancer-related molecular mechanisms research
  9. Crowd Counting and Density Estimation by Trellis Encoder-Decoder Network
    2019/03/03 by Xiaolong Jiang, Zehao Xiao, Jiang, Xiaolong +11 · 2 citations
    Computer Science · Engineering · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #Evacuation and Crowd Dynamics #FOS: Computer and information sciences #Video Surveillance and Tracking Methods
  10. Multi-Modal Adapter for Vision-Language Models
    2024/09/03 by Seputis, Dominykas, Mihailov, Serghei, Chatterjee, Soham +1 · 2 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  11. Energy-Based Test Sample Adaptation for Domain Generalization
    2023/02/22 by Zehao Xiao, Xiao, Zehao, Xiantong Zhen +5 · 1 citation
    Computer Science · Medicine · #Domain Adaptation and Few-Shot Learning #COVID-19 diagnosis using AI #Topic Modeling
  12. Probabilistic Test-Time Generalization by Variational Neighbor-Labeling
    2023/07/08 by Ambekar, Sameer, Xiao, Zehao, Shen, Jiayi +2 · 1 citation
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  13. Distributional Vision-Language Alignment by Cauchy-Schwarz Divergence
    2025/02/24 by Yin, Wenzhe, Xiao, Zehao, Zhou, Pan +4 · 2 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)