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Zou, Yang

  1. SPot-the-Difference Self-Supervised Pre-training for Anomaly Detection and Segmentation
    2022/07/28 by Zou, Yang, Jongheon Jeong, Jeong, Jongheon +6 · 63 citations
    Computer Science · Medicine · #Anomaly Detection Techniques and Applications #COVID-19 diagnosis using AI #Domain Adaptation and Few-Shot Learning
  2. WinCLIP: Zero-/Few-Shot Anomaly Classification and Segmentation
    2023/03/26 by Jongheon Jeong, Yang Zou, Jeong, Jongheon +9 · 57 citations
    Computer Science · Medicine · #Anomaly Detection Techniques and Applications #COVID-19 diagnosis using AI #Digital Media Forensic Detection
  3. Confidence Regularized Self-Training
    2019/08/26 by Yang Zou, Zhiding Yu, Zou, Yang +7 · 16 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)
  4. Comprehensive Attention Self-Distillation for Weakly-Supervised Object Detection
    2020/10/22 by Zeyi Huang, Yang Zou, Huang, Zeyi +4 · 5 citations
    Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #Advanced Image and Video Retrieval Techniques
  5. The Amazon Nova Family of Models: Technical Report and Model Card
    2025/03/17 by Amazon AGI, AGI, Amazon, Langford, Aaron +867 · 20 citations
    Computer Science · Engineering · #3D Modeling in Geospatial Applications #Artificial Intelligence (cs.AI) #BIM and Construction Integration #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Model-Driven Software Engineering Techniques
  6. Sliced Wasserstein Kernels for Probability Distributions
    2015/11/10 by Kolouri, Soheil, Zou, Yang, Rohde, Gustavo K. · 3 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  7. Domain Adaptation for Semantic Segmentation via Class-Balanced Self-Training
    2018/10/18 by Yang Zou, Zou, Yang, Zhiding Yu +5 · 3 citations
    Computer Science · Medicine · #COVID-19 diagnosis using AI #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
  8. On the Scalability of Diffusion-based Text-to-Image Generation
    2024/04/03 by Hao Li, Yang Zou, Li, Hao +17 · 6 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Image Retrieval and Classification Techniques #Machine Learning (cs.LG) #Video Analysis and Summarization
  9. FairRAG: Fair Human Generation via Fair Retrieval Augmentation
    2024/03/29 by Robik Shrestha, Shrestha, Robik, Yang Zou +9 · 6 citations
    Computer Science · #Advanced Neural Network Applications
  10. DCEvo: Discriminative Cross-Dimensional Evolutionary Learning for Infrared and Visible Image Fusion
    2025/03/22 by Liu, Jinyuan, Zhang, Bowei, Mei, Qingyun +6 · 10 citations
    #68T45 #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #I.4.3
  11. Unsupervised Hyperspectral and Multispectral Image Fusion via Self-Supervised Modality Decoupling
    2024/12/06 by Songcheng Du, Yang Zou, Du, Songcheng +11 · 6 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
  12. Simultaneous Edge Alignment and Learning
    2018/08/06 by Yu, Zhiding, Liu, Weiyang, Zou, Yang +4 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimedia (cs.MM) #Robotics (cs.RO)
  13. From Text to Pixels: A Context-Aware Semantic Synergy Solution for Infrared and Visible Image Fusion
    2023/12/31 by X. Rong Li, Li, Xingyuan, Yang Zou +11 · 4 citations
    Engineering · #68T45 #Advanced Image Fusion Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #I.4.3 #Infrared Target Detection Methodologies #Remote-Sensing Image Classification
  14. Joint Disentangling and Adaptation for Cross-Domain Person Re-Identification
    2020/07/20 by Yang Zou, Zou, Yang, Xiaodong Yang +7 · 2 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face recognition and analysis #Human Pose and Action Recognition #Video Surveillance and Tracking Methods
  15. Diffusion Soup: Model Merging for Text-to-Image Diffusion Models
    2024/06/12 by Benjamin Biggs, Arjun Seshadri, Biggs, Benjamin +15 · 4 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mathematics, Computing, and Information Processing
  16. DifIISR: A Diffusion Model with Gradient Guidance for Infrared Image Super-Resolution
    2025/03/03 by Li, Xingyuan, Wang, Zirui, Zou, Yang +5 · 5 citations
    #68T45 #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #I.4.3
  17. Privacy Analysis of Deep Learning in the Wild: Membership Inference Attacks against Transfer Learning
    2020/09/10 by Yang Zou, Zou, Yang, Zhikun Zhang +5 · 2 citations
    Computer Science · Medicine · #Adversarial Robustness in Machine Learning #Artificial Intelligence in Healthcare and Education #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Privacy-Preserving Technologies in Data
  18. Efficient Scaling of Diffusion Transformers for Text-to-Image Generation
    2024/12/16 by Li, Hao, Lal, Shamit, Li, Zhiheng +9 · 1 citation
    #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  19. A Survey of mmWave Backscatter: Applications, Platforms, and Technologies
    2025/04/01 by Y. Z. Sun, Sun, Yimiao, Yuan He +10 · 1 citation
    Engineering · #Advanced Wireless Communication Technologies #Emerging Technologies (cs.ET) #Energy Harvesting in Wireless Networks #FOS: Computer and information sciences #Millimeter-Wave Propagation and Modeling