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Zheng, Liang

  1. Random Erasing Data Augmentation
    2017/08/16 by Zhun Zhong, Liang Zheng, Zhong, Zhun +7 · 121 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Video Surveillance and Tracking Methods
  2. Towards Real-Time Multi-Object Tracking
    2019/09/27 by Zhongdao Wang, Liang Zheng, Wang, Zhongdao +7 · 22 citations
    Computer Science · #Video Surveillance and Tracking Methods #Advanced Neural Network Applications #Advanced Image and Video Retrieval Techniques
  3. Circle Loss: A Unified Perspective of Pair Similarity Optimization
    2020/02/25 by Sun, Yifan, Cheng, Changmao, Zhang, Yuhan +4 · 20 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  4. Unlabeled Samples Generated by GAN Improve the Person Re-identification Baseline in vitro
    2017/01/26 by Zhedong Zheng, Liang Zheng, Zheng, Zhedong +3 · 25 citations
    Computer Science · #Video Surveillance and Tracking Methods #Face recognition and analysis #Advanced Neural Network Applications
  5. Person Re-identification: Past, Present and Future
    2016/10/10 by Liang Zheng, Zheng, Liang, Yi Yang +3 · 22 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Video Surveillance and Tracking Methods
  6. Beyond Part Models: Person Retrieval with Refined Part Pooling (and a Strong Convolutional Baseline)
    2017/11/26 by Sun, Yifan, Zheng, Liang, Yang, Yi +2 · 14 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  7. Re-ranking Person Re-identification with k-reciprocal Encoding
    2017/01/29 by Zhun Zhong, Liang Zheng, Zhong, Zhun +5 · 13 citations
    Computer Science · #Video Surveillance and Tracking Methods #Face recognition and analysis #Human Pose and Action Recognition
  8. REPA-E: Unlocking VAE for End-to-End Tuning with Latent Diffusion Transformers
    2025/04/14 by Leng, Xingjian, Singh, Jaskirat, Hou, Yunzhong +3 · 59 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  9. Taking A Closer Look at Domain Shift: Category-level Adversaries for Semantics Consistent Domain Adaptation
    2018/09/25 by Yawei Luo, Luo, Yawei, Liang Zheng +7 · 12 citations
    Computer Science · Medicine · #Domain Adaptation and Few-Shot Learning #COVID-19 diagnosis using AI #Adversarial Robustness in Machine Learning
  10. Aesthetic Post-Training Diffusion Models from Generic Preferences with Step-by-step Preference Optimization
    2024/06/06 by Zhanhao Liang, Yuhui Yuan, Liang, Zhanhao +12 · 19 citations
    Engineering · Environmental Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Urban Design and Spatial Analysis #Urban Planning and Valuation
  11. R2E-Gym: Procedural Environments and Hybrid Verifiers for Scaling Open-Weights SWE Agents
    2025/04/09 by Jain, Naman, Singh, Jaskirat, Shetty, Manish +3 · 28 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Software Engineering (cs.SE)
  12. In Search of Lost Online Test-time Adaptation: A Survey
    2023/10/31 by Zixin Wang, Wang, Zixin, Yadan Luo +9 · 12 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning and ELM #Multimodal Machine Learning Applications
  13. Are Labels Always Necessary for Classifier Accuracy Evaluation?
    2020/07/06 by Deng, Weijian, Zheng, Liang · 7 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  14. Image-Image Domain Adaptation with Preserved Self-Similarity and Domain-Dissimilarity for Person Re-identification
    2017/11/19 by Weijian Deng, Deng, Weijian, Liang Zheng +9 · 5 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face recognition and analysis #Generative Adversarial Networks and Image Synthesis #Video Surveillance and Tracking Methods
  15. Joint Discriminative and Generative Learning for Person Re-identification
    2019/04/15 by Zhedong Zheng, Xiaodong Yang, Zheng, Zhedong +9 · 8 citations
    Computer Science · #Video Surveillance and Tracking Methods #Face recognition and analysis #Advanced Neural Network Applications
  16. Person Re-identification in the Wild
    2016/04/09 by Liang Zheng, Hengheng Zhang, Zheng, Liang +9 · 8 citations
    Computer Science · Engineering · #Video Surveillance and Tracking Methods #Advanced Neural Network Applications #Fire Detection and Safety Systems
  17. SVDNet for Pedestrian Retrieval
    2017/03/16 by Yifan Sun, Liang Zheng, Sun, Yifan +5 · 9 citations
    Computer Science · Engineering · #Automated Road and Building Extraction #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Gait Recognition and Analysis #Video Surveillance and Tracking Methods
  18. Positive Sample Propagation along the Audio-Visual Event Line
    2021/04/01 by Zhou, Jinxing, Zheng, Liang, Zhong, Yiran +2 · 6 citations
    #Audio and Speech Processing (eess.AS) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Multimedia (cs.MM) #Sound (cs.SD) #electronic engineering #information engineering
  19. Dissecting Person Re-identification from the Viewpoint of Viewpoint
    2018/12/05 by Sun, Xiaoxiao, Zheng, Liang · 4 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  20. Multiview Detection with Shadow Transformer (and View-Coherent Data Augmentation)
    2021/08/12 by Hou, Yunzhong, Zheng, Liang · 5 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  21. Linkage Based Face Clustering via Graph Convolution Network
    2019/03/27 by Zhongdao Wang, Liang Zheng, Wang, Zhongdao +5 · 4 citations
    Computer Science · #Face recognition and analysis #Face and Expression Recognition #Domain Adaptation and Few-Shot Learning
  22. Learning Object Relation Graph and Tentative Policy for Visual Navigation
    2020/07/21 by Heming Du, Xin Yu, Du, Heming +3 · 4 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications #Robotic Path Planning Algorithms
  23. Unsupervised Person Re-identification: Clustering and Fine-tuning
    2017/05/30 by Fan, Hehe, Zheng, Liang, Yang, Yi · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  24. Camera Style Adaptation for Person Re-identification
    2017/11/28 by Zhong, Zhun, Zheng, Liang, Zheng, Zhedong +2 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  25. VTNet: Visual Transformer Network for Object Goal Navigation
    2021/05/20 by Du, Heming, Yu, Xin, Zheng, Liang · 4 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  26. Towards Hierarchical Multi-Agent Workflows for Zero-Shot Prompt Optimization
    2024/05/30 by Yuchi Liu, Jaskirat Singh, Liu, Yuchi +7 · 7 citations
    Engineering · Computer Science · #Fault Detection and Control Systems #Embedded Systems Design Techniques #Advanced Control Systems Optimization
  27. What Does Rotation Prediction Tell Us about Classifier Accuracy under Varying Testing Environments?
    2021/06/10 by Deng, Weijian, Gould, Stephen, Zheng, Liang · 4 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  28. The First to Know: How Token Distributions Reveal Hidden Knowledge in Large Vision-Language Models?
    2024/03/14 by Qinyu Zhao, Zhao, Qinyu, Ming Xu +9 · 5 citations
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  29. Person Re-identification Meets Image Search
    2015/02/07 by Zheng, Liang, Shen, Liyue, Tian, Lu +3 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  30. SIFT Meets CNN: A Decade Survey of Instance Retrieval
    2016/08/05 by Zheng, Liang, Yang, Yi, Tian, Qi · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  31. Alice Benchmarks: Connecting Real World Re-Identification with the Synthetic
    2023/10/06 by Xiaoxiao Sun, Yue Yao, Sun, Xiaoxiao +7 · 4 citations
    Computer Science · #Video Surveillance and Tracking Methods #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning
  32. Diagnose like a Radiologist: Attention Guided Convolutional Neural Network for Thorax Disease Classification
    2018/01/30 by Guan, Qingji, Huang, Yaping, Zhong, Zhun +3 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  33. Confidence and Dispersity Speak: Characterising Prediction Matrix for Unsupervised Accuracy Estimation
    2023/02/02 by Deng, Weijian, Suh, Yumin, Gould, Stephen +1 · 4 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  34. Simulating Content Consistent Vehicle Datasets with Attribute Descent
    2019/12/18 by Yue Yao, Yao, Yue, Liang Zheng +7 · 6 citations
    Computer Science · Engineering · #Advanced Neural Network Applications #Generative Adversarial Networks and Image Synthesis #3D Shape Modeling and Analysis
  35. The 5th AI City Challenge
    2021/04/25 by Naphade, Milind, Wang, Shuo, Anastasiu, David C. +11 · 2 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  36. CIFAR-10-Warehouse: Broad and More Realistic Testbeds in Model Generalization Analysis
    2023/10/06 by Sun, Xiaoxiao, Leng, Xingjian, Wang, Zijian +3 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  37. SmartMask: Context Aware High-Fidelity Mask Generation for Fine-grained Object Insertion and Layout Control
    2023/12/08 by Jaskirat Singh, Jianming Zhang, Singh, Jaskirat +9 · 3 citations
    Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Multimedia (cs.MM)
  38. Deep Adversarial Attention Alignment for Unsupervised Domain Adaptation: the Benefit of Target Expectation Maximization
    2018/01/30 by Guoliang Kang, Kang, Guoliang, Liang Zheng +5 · 2 citations
    Computer Science · Medicine · #Domain Adaptation and Few-Shot Learning #COVID-19 diagnosis using AI #Multimodal Machine Learning Applications
  39. Towards Optimal Feature-Shaping Methods for Out-of-Distribution Detection
    2024/02/01 by Qinyu Zhao, Zhao, Qinyu, Ming Xu +9 · 3 citations
    Computer Science · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences #Machine Learning (cs.LG)
  40. The 8th AI City Challenge
    2024/04/15 by Shuo Wang, David C. Anastasiu, Wang, Shuo +45 · 3 citations
    Engineering · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Smart Cities and Technologies
  41. On the Strong Correlation Between Model Invariance and Generalization
    2022/07/14 by Weijian Deng, Deng, Weijian, Stephen Jay Gould +3 · 2 citations
    Computer Science · #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Machine Learning (cs.LG) #Machine Learning and Data Classification #Neural Networks and Applications
  42. Packing and Padding: Coupled Multi-index for Accurate Image Retrieval
    2014/02/11 by Liang Zheng, Zheng, Liang, Shengjin Wang +5 · 2 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Image Retrieval and Classification Techniques #Multimodal Machine Learning Applications
  43. A transport model study of multiparticle cumulants in p+p collisions at 13 TeV
    2021/12/02 by Xinli Zhao, Zi-Wei Lin, Zhao, Xin-Li +5 · 2 citations
    Physics and Astronomy · #FOS: Physical sciences #High-Energy Particle Collisions Research #Nuclear Experiment (nucl-ex) #Nuclear Theory (nucl-th) #Particle physics theoretical and experimental studies #Quantum Chromodynamics and Particle Interactions
  44. High-Fidelity Guided Image Synthesis with Latent Diffusion Models
    2022/11/30 by Singh, Jaskirat, Gould, Stephen, Zheng, Liang · 2 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  45. PatchShuffle Regularization
    2017/07/22 by Guoliang Kang, Xuanyi Dong, Kang, Guoliang +5 · 2 citations
    Computer Science · #Neural Networks and Applications
  46. Invariance Matters: Exemplar Memory for Domain Adaptive Person Re-identification
    2019/04/03 by Zhun Zhong, Zhong, Zhun, Liang Zheng +7 · 2 citations
    Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #IoT and GPS-based Vehicle Safety Systems #Machine Learning (cs.LG) #Video Surveillance and Tracking Methods
  47. Bounding Box Stability against Feature Dropout Reflects Detector Generalization across Environments
    2024/03/20 by Yang, Yang, Wang, Wenhai, Chen, Zhe +2 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  48. Perceive, Reflect, and Plan: Designing LLM Agent for Goal-Directed City Navigation without Instructions
    2024/08/08 by Zeng, Qingbin, Yang, Qinglong, Dong, Shunan +4 · 3 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
  49. Good Practice in CNN Feature Transfer
    2016/04/01 by Zheng, Liang, Zhao, Yali, Wang, Shengjin +2 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  50. InterActive: Inter-Layer Activeness Propagation
    2016/04/30 by Xie, Lingxi, Zheng, Liang, Wang, Jingdong +2 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  51. Privacy Assessment on Reconstructed Images: Are Existing Evaluation Metrics Faithful to Human Perception?
    2023/09/22 by Xiaoxiao Sun, Nidham Gazagnadou, Sun, Xiaoxiao +9 · 2 citations
    Computer Science · Social Sciences · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Law in Society and Culture #Privacy-Preserving Technologies in Data
  52. Dynamic Label Graph Matching for Unsupervised Video Re-Identification
    2017/09/27 by Ye, Mang, Ma, Andy J, Zheng, Liang +2 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  53. Macro-Micro Adversarial Network for Human Parsing
    2018/07/22 by Luo, Yawei, Zheng, Zhedong, Zheng, Liang +3 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  54. The 4th AI City Challenge
    2020/04/30 by Naphade, Milind, Wang, Shuo, Anastasiu, David +7 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #Databases (cs.DB) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  55. Effective Training Data Synthesis for Improving MLLM Chart Understanding
    2025/08/08 by Yang, Yuwei, Zhang, Zeyu, Hou, Yunzhong +5 · 8 citations
    #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  56. An introduction to the parton and hadron cascade model PACIAE 3.0
    2023/09/10 by An-Ke Lei, Lei, An-Ke, Yu-Liang Yan +17 · 2 citations
    Physics and Astronomy · #FOS: Physical sciences #High Energy Physics - Phenomenology (hep-ph) #High-Energy Particle Collisions Research #Nuclear Theory (nucl-th) #Particle physics theoretical and experimental studies #Quantum Chromodynamics and Particle Interactions
  57. The 6th AI City Challenge
    2022/04/21 by Naphade, Milind, Wang, Shuo, Anastasiu, David C. +14 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  58. Vec2Face: Scaling Face Dataset Generation with Loosely Constrained Vectors
    2024/09/04 by Wu, Haiyu, Singh, Jaskirat, Tian, Sicong +2 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  59. The 7th AI City Challenge
    2023/04/15 by Naphade, Milind, Wang, Shuo, Anastasiu, David C. +17 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  60. Pre-Training on Large-Scale Generated Docking Conformations with HelixDock to Unlock the Potential of Protein-ligand Structure Prediction Models
    2023/10/21 by Liu, Lihang, Zhang, Shanzhuo, He, Donglong +12 · 1 citation
    #Biomolecules (q-bio.BM) #Computational Engineering #FOS: Biological sciences #FOS: Computer and information sciences #Finance #Machine Learning (cs.LG) #and Science (cs.CE)
  61. Optimizing Camera Configurations for Multi-View Pedestrian Detection
    2023/12/04 by Yunzhong Hou, Xingjian Leng, Hou, Yunzhong +5 · 1 citation
    Computer Science · #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Enhancement Techniques #Video Surveillance and Tracking Methods
  62. What Does Softmax Probability Tell Us about Classifiers Ranking Across Diverse Test Conditions?
    2024/06/14 by Tu, Weijie, Deng, Weijian, Zheng, Liang +1 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  63. DiSA: Diffusion Step Annealing in Autoregressive Image Generation
    2025/05/26 by Qinyu Zhao, Zhao, Qinyu, Jaskirat Singh +9 · 3 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Medical Image Segmentation Techniques
  64. Training with Product Digital Twins for AutoRetail Checkout
    2023/08/18 by Yao, Yue, Tian, Xinyu, Tang, Zheng +4 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  65. Investigating D0 meson production in p-Pb collisions at 5.02 TeV with a multi-phase transport model
    2024/03/10 by Chao Zhang, Liang Zheng, Zhang, Chao +4 · 1 citation
    Physics and Astronomy · #FOS: Physical sciences #High-Energy Particle Collisions Research #Nuclear Theory (nucl-th) #Particle physics theoretical and experimental studies #Quantum Chromodynamics and Particle Interactions
  66. Meet JEANIE: a Similarity Measure for 3D Skeleton Sequences via Temporal-Viewpoint Alignment
    2024/02/07 by Lei Wang, Wang, Lei, Jun Liu +7 · 2 citations
    Computer Science · Engineering · #Human Pose and Action Recognition #3D Shape Modeling and Analysis #Generative Adversarial Networks and Image Synthesis
  67. What matters for Representation Alignment: Global Information or Spatial Structure?
    2025/12/11 by Jaskirat Singh, Xingjian Leng, Singh, Jaskirat +10 · 3 citations
    Computer Science · Neuroscience · #Generative Adversarial Networks and Image Synthesis #Face Recognition and Perception #Face recognition and analysis
  68. A Brief Introduction to PACIAE 4.0
    2024/11/21 by An-Ke Lei, Zhi-Lei She, Lei, An-Ke +17 · 2 citations
    Business, Management and Accounting · #Big Data and Business Intelligence #FOS: Physical sciences #High Energy Physics - Phenomenology (hep-ph)
  69. Negative Token Merging: Image-based Adversarial Feature Guidance
    2024/12/02 by Singh, Jaskirat, Li, Lindsey, Shi, Weijia +7 · 1 citation
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  70. Can We Predict Performance of Large Models across Vision-Language Tasks?
    2024/10/14 by Zhao, Qinyu, Xu, Ming, Gupta, Kartik +3 · 1 citation
    #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  71. Taylor Videos for Action Recognition
    2024/02/05 by Wang, Lei, Yuan, Xiuyuan, Gedeon, Tom +1 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  72. Learning Camera Movement Control from Real-World Drone Videos
    2024/12/12 by Yunzhong Hou, Liang Zheng, Hou, Yunzhong +3 · 1 citation
    Computer Science · #Advanced Vision and Imaging #Video Surveillance and Tracking Methods #Robotic Path Planning Algorithms