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Liu, Xiaofeng

  1. Confidence Regularized Self-Training
    2019/08/26 by Yang Zou, Zhiding Yu, Zou, Yang +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, Chaehwa Yoo, Liu, Xiaofeng +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. Contextual-based Image Inpainting: Infer, Match, and Translate
    2017/11/23 by Song, Yuhang, Yang, Chao, Lin, Zhe +4 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  4. 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
  5. ACT: Semi-supervised Domain-adaptive Medical Image Segmentation with Asymmetric Co-training
    2022/06/05 by Liu, Xiaofeng, Xing, Fangxu, Shusharina, Nadya +4 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  6. Image Inpainting using Block-wise Procedural Training with Annealed Adversarial Counterpart
    2018/03/23 by Chao Yang, Yuhang Song, Yang, Chao +7 · 6 citations
    Computer Science · #Generative Adversarial Networks and Image Synthesis #Advanced Image Processing Techniques #Digital Media Forensic Detection
  7. A Systematic Review on Foundation Models for Electrocardiogram Analysis: Initial Strides and Expansive Horizons
    2024/10/24 by Han, Yu, Murino, Vittorio, Liu, Xiaofeng +2 · 4 citations
    #FOS: Electrical engineering #Signal Processing (eess.SP) #electronic engineering #information engineering
  8. 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)
  9. Importance-Aware Semantic Segmentation in Self-Driving with Discrete Wasserstein Training
    2020/10/21 by Xiaofeng Liu, Liu, Xiaofeng, Yuzhuo Han +15 · 1 citation
    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
  10. 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
  11. Energy-constrained Self-training for Unsupervised Domain Adaptation
    2021/01/01 by Liu, Xiaofeng, Hu, Bo, Liu, Xiongchang +3 · 1 citation
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robotics (cs.RO)
  12. A Unified Conditional Disentanglement Framework for Multimodal Brain MR Image Translation
    2021/01/14 by Xiaofeng Liu, Fangxu Xing, Liu, Xiaofeng +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
  13. Symmetric-Constrained Irregular Structure Inpainting for Brain MRI Registration with Tumor Pathology
    2021/01/17 by Xiaofeng Liu, Fangxu Xing, Liu, Xiaofeng +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
  14. Bathymetry Inversion using a Deep-Learning-Based Surrogate for Shallow Water Equations Solvers
    2022/03/05 by Liu, Xiaofeng, Song, Yalan, Shen, Chaopeng · 1 citation
    #FOS: Computer and information sciences #FOS: Physical sciences #Fluid Dynamics (physics.flu-dyn) #Machine Learning (cs.LG)
  15. Sparse Federated Learning with Hierarchical Personalized Models
    2022/03/25 by Liu, Xiaofeng, Wang, Qing, Shao, Yunfeng +1 · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  16. Ultra-High-Definition Image Restoration: New Benchmarks and A Dual Interaction Prior-Driven Solution
    2024/06/19 by Liyan Wang, Cong Wang, Wang, Liyan +12 · 2 citations
    Physics and Astronomy · #Advanced Optical Sensing Technologies
  17. Unsupervised Domain Adaptation for Segmentation with Black-box Source Model
    2022/08/16 by Xiaofeng Liu, Liu, Xiaofeng, Chaehwa Yoo +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
  18. Progressive Compositionality in Text-to-Image Generative Models
    2024/10/22 by Han, Evans Xu, Jin, Linghao, Liu, Xiaofeng +1 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  19. 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
  20. Segmentation of Cardiac Structures via Successive Subspace Learning with Saab Transform from Cine MRI
    2021/07/22 by Liu, Xiaofeng, Xing, Fangxu, Gaggin, Hanna K. +4 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
  21. Incremental Learning for Heterogeneous Structure Segmentation in Brain Tumor MRI
    2023/05/30 by Liu, Xiaofeng, Shih, Helen A., Xing, Fangxu +3 · 1 citation
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Medical Physics (physics.med-ph)
  22. The White-light Emissions in Two X-class Flares Observed by ASO-S and CHASE
    2024/02/12 by Li, Ying, Jing, Zhichen, Song, De-Chao +9 · 1 citation
    #FOS: Physical sciences #Solar and Stellar Astrophysics (astro-ph.SR)
  23. Label-Efficient 3D Brain Segmentation via Complementary 2D Diffusion Models with Orthogonal Views
    2024/07/17 by Ji‐Hoon Cho, Cho, Jihoon, Suhyun Ahn +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
  24. IRSRMamba: Infrared Image Super-Resolution via Mamba-based Wavelet Transform Feature Modulation Model
    2024/05/16 by Yongsong Huang, Tomo Miyazaki, Huang, Yongsong +5 · 1 citation
    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
  25. Various Features of the X-class White-light Flares in Super Active Region NOAA 13664
    2024/08/11 by Ying Li, Li, Ying, Xiaofeng Liu +19 · 1 citation
    Physics and Astronomy · #FOS: Physical sciences #Solar and Space Plasma Dynamics #Solar and Stellar Astrophysics (astro-ph.SR)
  26. When and How Unlabeled Data Provably Improve In-Context Learning
    2025/06/18 by Yingcong Li, Xiangyu Chang, Li, Yingcong +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)
  27. 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
  28. FM-LoRA: Factorized Low-Rank Meta-Prompting for Continual Learning
    2025/04/09 by Yu, Xiaobing, Yang, Jin, Wu, Xiao +2 · 2 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  29. Rethinking Evaluation of Infrared Small Target Detection
    2025/09/21 by Pang, Youwei, Xiaoqi Zhao, Zhao, Xiaoqi +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
  30. 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