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Yang, Hongyu

  1. Denoising Diffusion Autoencoders are Unified Self-supervised Learners
    2023/03/17 by Weilai Xiang, Yang Hongyu, Xiang, Weilai +5 · 27 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Music and Audio Processing
  2. InitNO: Boosting Text-to-Image Diffusion Models via Initial Noise Optimization
    2024/04/06 by Xiefan Guo, Jinlin Liu, Guo, Xiefan +9 · 35 citations
    Computer Science · #Image Retrieval and Classification Techniques #Advanced Data Compression Techniques
  3. ImFace: A Nonlinear 3D Morphable Face Model with Implicit Neural Representations
    2022/03/28 by Mingwu Zheng, Yang Hongyu, Zheng, Mingwu +5 · 8 citations
    Computer Science · #Face recognition and analysis #Face and Expression Recognition #Generative Adversarial Networks and Image Synthesis
  4. Scalable Bayesian Rule Lists
    2016/02/27 by Hongyu Yang, Yang, Hongyu, Cynthia Rudin +3 · 7 citations
    Computer Science · #Bayesian Modeling and Causal Inference #Data Mining Algorithms and Applications #Rough Sets and Fuzzy Logic
  5. STS: Surround-view Temporal Stereo for Multi-view 3D Detection
    2022/08/22 by Zengran Wang, Wang, Zengran, Chen Min +11 · 6 citations
    Computer Science · Engineering · #Advanced Vision and Imaging #Image Processing Techniques and Applications #Advanced Image Processing Techniques
  6. Image Inpainting via Conditional Texture and Structure Dual Generation
    2021/08/22 by Guo, Xiefan, Yang, Hongyu, Huang, Di · 4 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  7. Learning Face Age Progression: A Pyramid Architecture of GANs
    2017/11/28 by Hongyu Yang, Di Huang, Yang, Hongyu +5 · 3 citations
    Computer Science · #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face recognition and analysis #Generative Adversarial Networks and Image Synthesis
  8. ImFace++: A Sophisticated Nonlinear 3D Morphable Face Model with Implicit Neural Representations
    2023/12/07 by Zheng, Mingwu, Zhang, Haiyu, Yang, Hongyu +2 · 4 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  9. Connectivity-Aware UAV Path Planning with Aerial Coverage Maps
    2019/05/15 by Hongyu Yang, Yang, Hongyu, Jun Zhang +5 · 2 citations
    Engineering · Computer Science · #UAV Applications and Optimization #Mobile Ad Hoc Networks #Vehicular Ad Hoc Networks (VANETs)
  10. Depth Completion using Geometry-Aware Embedding
    2022/03/21 by Wenchao Du, Du, Wenchao, Hu Chen +5 · 2 citations
    Computer Science · Engineering · #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Optical measurement and interference techniques #Robotics and Sensor-Based Localization
  11. NeuFace: Realistic 3D Neural Face Rendering from Multi-view Images
    2023/03/24 by Zheng, Mingwu, Zhang, Haiyu, Yang, Hongyu +1 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  12. Integrating spoken instructions into flight trajectory prediction to optimize automation in air traffic control
    2023/05/02 by Dongyue Guo, Guo, Dongyue, Zhang, Zheng +4 · 2 citations
    Engineering · #Traffic Prediction and Management Techniques #Air Traffic Management and Optimization #Autonomous Vehicle Technology and Safety
  13. Enhancing Representation Learning for Periodic Time Series with Floss: A Frequency Domain Regularization Approach
    2023/08/02 by Yang, Chunwei, Chen, Xiaoxu, Sun, Lijun +2 · 2 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  14. Learning Continuous Face Age Progression: A Pyramid of GANs
    2019/01/10 by Hongyu Yang, Yang, Hongyu, Di Huang +5 · 1 citation
    Computer Science · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face recognition and analysis #Facial Rejuvenation and Surgery Techniques #Generative Adversarial Networks and Image Synthesis
  15. Micro-macro Wavelet-based Gaussian Splatting for 3D Reconstruction from Unconstrained Images
    2025/01/24 by Li, Yihui, Lv, Chengxin, Yang, Hongyu +1 · 4 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  16. Towards Unsupervised Crowd Counting via Regression-Detection Bi-knowledge Transfer
    2020/08/12 by Liu, Yuting, Wang, Zheng, Shi, Miaojing +3 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  17. Learning Invariant Representation for Unsupervised Image Restoration
    2020/03/28 by Du, Wenchao, Chen, Hu, Yang, Hongyu · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  18. Learning Polysemantic Spoof Trace: A Multi-Modal Disentanglement Network for Face Anti-spoofing
    2022/12/07 by Li, Kaicheng, Yang, Hongyu, Chen, Binghui +3 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  19. Conditioning Residuals for Diffusion Models via Representation Feedback
    2025/05/16 by Weilai Xiang, Hongyu Yang, Yang Hongyu +6 · 3 citations
    Computer Science · #Generative Adversarial Networks and Image Synthesis #Domain Adaptation and Few-Shot Learning #Advanced Neural Network Applications
  20. Spatiotemporal Propagation Learning for Network-Wide Flight Delay Prediction
    2022/07/14 by Yuankai Wu, Wu, Yuankai, Hongyu Yang +5 · 1 citation
    Engineering · #Air Traffic Management and Optimization #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  21. KnowPath: Knowledge-enhanced Reasoning via LLM-generated Inference Paths over Knowledge Graphs
    2025/02/17 by Zhao, Qi, Yang, Hongyu, Song, Qi +2 · 2 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
  22. Aligning LLMs through Multi-perspective User Preference Ranking-based Feedback for Programming Question Answering
    2024/05/27 by Hongyu Yang, Yang, Hongyu, Liyang He +13 · 1 citation
    Computer Science · #Online Learning and Analytics #Service-Oriented Architecture and Web Services #Intelligent Tutoring Systems and Adaptive Learning
  23. DreamScape: 3D Scene Creation via Gaussian Splatting joint Correlation Modeling
    2024/04/14 by Yueming Zhao, Xuening Yuan, Zhao, Yueming +5 · 1 citation
    Computer Science · Engineering · #3D Shape Modeling and Analysis #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Motion and Animation #Image Processing and 3D Reconstruction
  24. Generating Editable Head Avatars with 3D Gaussian GANs
    2024/12/26 by Guohao Li, Hongyu Yang, Li, Guohao +11 · 1 citation
    Computer Science · Engineering · #Natural Language Processing Techniques #Topic Modeling #Human Motion and Animation