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Xiaofeng Liu

  1. Confidence Regularized Self-Training
    2019/08/26 by Yang Zou, Zou, Yang, Zhiding Yu +7 · 14 citations
    Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimedia (cs.MM) #Multimodal Machine Learning Applications #Robotics (cs.RO)
  2. Deep Unsupervised Domain Adaptation: A Review of Recent Advances and Perspectives
    2022/08/15 by Xiaofeng Liu, Liu, Xiaofeng, Chaehwa Yoo +11 · 14 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Signal Processing (eess.SP) #electronic engineering #information engineering
  3. Bias and Fairness in Chatbots: An Overview
    2023/09/16 by Jintang Xue, Xue, Jintang, Yun-Cheng Wang +9 · 4 citations
    Computer Science · Social Sciences · #AI in Service Interactions #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computers and Society (cs.CY) #Ethics and Social Impacts of AI #FOS: Computer and information sciences
  4. Importance-Aware Semantic Segmentation in Self-Driving with Discrete Wasserstein Training
    2020/10/21 by Xiaofeng Liu, Liu, Xiaofeng, Yuzhuo Han +15 · 2 citations
    Computer Science · Engineering · #Advanced Neural Network Applications #Autonomous Vehicle Technology and Safety #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robotics (cs.RO) #Video Surveillance and Tracking Methods
  5. Image Inpainting using Block-wise Procedural Training with Annealed Adversarial Counterpart
    2018/03/23 by Chao Yang, Yang, Chao, Yuhang Song +7 · 6 citations
    Computer Science · #Generative Adversarial Networks and Image Synthesis #Advanced Image Processing Techniques #Digital Media Forensic Detection
  6. Deep Verifier Networks: Verification of Deep Discriminative Models with Deep Generative Models
    2019/11/18 by Tong Che, Che, Tong, Xiaofeng Liu +11 · 3 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Multimedia (cs.MM)
  7. Adversarial Unsupervised Domain Adaptation with Conditional and Label Shift: Infer, Align and Iterate
    2021/07/28 by Xiaofeng Liu, Zhenhua Guo, Liu, Xiaofeng +13 · 1 citation
    Computer Science · Medicine · #Domain Adaptation and Few-Shot Learning #Adversarial Robustness in Machine Learning #COVID-19 diagnosis using AI
  8. A Unified Conditional Disentanglement Framework for Multimodal Brain MR Image Translation
    2021/01/14 by Xiaofeng Liu, Liu, Xiaofeng, Fangxu Xing +5 · 1 citation
    Computer Science · #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences #FOS: Electrical engineering #Generative Adversarial Networks and Image Synthesis #Image and Video Processing (eess.IV) #electronic engineering #information engineering
  9. Symmetric-Constrained Irregular Structure Inpainting for Brain MRI Registration with Tumor Pathology
    2021/01/17 by Xiaofeng Liu, Liu, Xiaofeng, Fangxu Xing +9 · 1 citation
    Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Generative Adversarial Networks and Image Synthesis #Image and Video Processing (eess.IV) #Medical Image Segmentation Techniques #electronic engineering #information engineering
  10. Sparse Federated Learning with Hierarchical Personalized Models
    2022/03/25 by Xiaofeng Liu, Liu, Xiaofeng, Qing Wang +5 · 1 citation
    Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
  11. Unsupervised Domain Adaptation for Segmentation with Black-box Source Model
    2022/08/16 by Xiaofeng Liu, Chaehwa Yoo, Liu, Xiaofeng +9 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Signal Processing (eess.SP) #electronic engineering #information engineering
  12. VoxelHop: Successive Subspace Learning for ALS Disease Classification Using Structural MRI
    2021/01/13 by Xiaofeng Liu, Liu, Xiaofeng, Fangxu Xing +13 · 1 citation
    Medicine · Neuroscience · #Amyotrophic Lateral Sclerosis Research #Brain Tumor Detection and Classification #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Voice and Speech Disorders #electronic engineering #information engineering
  13. Inflight Performance and Calibrations of the Lyman-Alpha Solar Telescope on Board the Advanced Space-Based Solar Observatory
    2024/08/01 by Bo Chen, Li Feng, Guang Zhang +43 · 2 citations
    Physics and Astronomy · Computer Science · Energy · #Solar and Space Plasma Dynamics #Solar Radiation and Photovoltaics #Photovoltaic System Optimization Techniques
  14. Label-Efficient 3D Brain Segmentation via Complementary 2D Diffusion Models with Orthogonal Views
    2024/07/17 by Ji‐Hoon Cho, Suhyun Ahn, Cho, Jihoon +19 · 1 citation
    Computer Science · Engineering · Neuroscience · #Brain Tumor Detection and Classification #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Image Segmentation Techniques #Medical Imaging and Analysis
  15. IRSRMamba: Infrared Image Super-Resolution via Mamba-based Wavelet Transform Feature Modulation Model
    2024/05/16 by Yongsong Huang, Tomo Miyazaki, Huang, Yongsong +5 · 2 citations
    Engineering · Neuroscience · #Advanced Image Fusion Techniques #Brain Tumor Detection and Classification #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Infrared Target Detection Methodologies #electronic engineering #information engineering
  16. Various Features of the X-class White-light Flares in Super Active Region NOAA 13664
    2024/08/11 by Ying Li, Xiaofeng Liu, Li, Ying +19 · 1 citation
    Physics and Astronomy · #FOS: Physical sciences #Solar and Space Plasma Dynamics #Solar and Stellar Astrophysics (astro-ph.SR)
  17. When and How Unlabeled Data Provably Improve In-Context Learning
    2025/06/18 by Yingcong Li, Li, Yingcong, Xiangyu Chang +8 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning and Algorithms #Machine Learning and Data Classification #Optimization and Control (math.OC)
  18. Inspiring the Next Generation of Segment Anything Models: Comprehensively Evaluate SAM and SAM 2 with Diverse Prompts Towards Context-Dependent Concepts under Different Scenes
    2024/12/02 by Xiaoqi Zhao, Youwei Pang, Zhao, Xiaoqi +19 · 1 citation
    Decision Sciences · Computer Science · #Data Quality and Management #Software Engineering Techniques and Practices #Software Engineering Research
  19. A Statistical Study of Solar White-Light Flares Observed by the White-Light Solar Telescope of the Lyman-Alpha Solar Telescope on the Advanced Space-Based Solar Observatory (ASO-S/LST/WST) at 360 nm
    2024/01/23 by Zhichen Jing, Ying Li, Li Feng +28 · 2 citations
    Physics and Astronomy · #Solar and Space Plasma Dynamics #Stellar, planetary, and galactic studies #Ionosphere and magnetosphere dynamics
  20. Rethinking Evaluation of Infrared Small Target Detection
    2025/09/21 by Xiaoqi Zhao, Pang, Youwei, Lihe Zhang +9 · 1 citation
    Engineering · #Advanced Semiconductor Detectors and Materials #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Infrared Target Detection Methodologies #Thermography and Photoacoustic Techniques
  21. Three-Dimensional MRI Reconstruction with Gaussian Representations: Tackling the Undersampling Problem
    2025/02/10 by Tengya Peng, Peng, Tengya, Ruyi Zha +7 · 1 citation
    Computer Science · Medicine · #Advanced MRI Techniques and Applications #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Medical Image Segmentation Techniques #Medical Imaging Techniques and Applications #electronic engineering #information engineering
  22. Medical world models in healthcare: foundations, applications, and challenges for trustworthy clinical translation
    2026/07/28 by Zhaoyan Chen, Zhongxiu Cong, Zhuanfeng Jin +7 · 1 citation
    #cs.CV
  23. Inference-Time Agentic Decision Rules Beat Longer Evolving Search for Multi-Image Medical Reasoning
    2026/07/30 by Site Li, Jianyi Hao, Xiaofeng Liu
    Computer Science · #cs.CV
  24. Objective-Aligned Direct Answer SFT for Robust Multi-Frame Medical VQA
    2026/07/30 by Site Li, Jianyi Hao, Xiaofeng Liu
    Computer Science · #cs.CV
  25. Agentic AI in medicine: architectures, applications, evaluation, and challenges for clinical translation
    2026/07/28 by Zheng Tong, Yang Liu, Wanshu Fan +6
    #cs.CV
  26. Two kinds of multigranulation models for generalized fuzzy β-covering-based rough sets
    2026/07/22 by Jinqiu Xie, Xiaofeng Liu, Jianhua Dai