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Zhang, Zhiyu

  1. Understanding Adam Optimizer via Online Learning of Updates: Adam is FTRL in Disguise
    2024/02/02 by Ahn, Kwangjun, Zhang, Zhiyu, Kook, Yunbum +1 · 4 citations
    #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC)
  2. Adversarial Tracking Control via Strongly Adaptive Online Learning with Memory
    2021/02/02 by Ashok Cutkosky, Zhang, Zhiyu, Ioannis Ch. Paschalidis +2 · 2 citations
    Computer Science · Decision Sciences · #Adaptive Dynamic Programming Control #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Reinforcement Learning in Robotics #Systems and Control (eess.SY) #electronic engineering #information engineering
  3. Ubiquitous short-range order in multi-principal element alloys
    2024/02/23 by Han, Ying, Chen, Hangman, Sun, Yongwen +10 · 3 citations
    #FOS: Physical sciences #Materials Science (cond-mat.mtrl-sci)
  4. Optimal Comparator Adaptive Online Learning with Switching Cost
    2022/05/13 by Zhang, Zhiyu, Cutkosky, Ashok, Paschalidis, Ioannis Ch. · 2 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  5. Improving Adaptive Online Learning Using Refined Discretization
    2023/09/27 by Zhang, Zhiyu, Heng Yang, Yang, Heng +4 · 2 citations
    Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Online Learning and Analytics
  6. Fast TRAC: A Parameter-Free Optimizer for Lifelong Reinforcement Learning
    2024/05/26 by Aneesh Muppidi, Muppidi, Aneesh, Zhiyu Zhang +3 · 2 citations
    Computer Science · #Reinforcement Learning in Robotics
  7. Generative Compression for Face Video: A Hybrid Scheme
    2022/04/21 by Anni Tang, Tang, Anni, Yan Huang +11 · 1 citation
    Computer Science · #Advanced Data Compression Techniques #Video Coding and Compression Technologies #Advanced Image Processing Techniques
  8. The Tenth NTIRE 2025 Efficient Super-Resolution Challenge Report
    2025/04/14 by Bin Ren, Hang Guo, Ren, Bin +235 · 5 citations
    Computer Science · Engineering · #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Image and Video Quality Assessment #Sparse and Compressive Sensing Techniques #electronic engineering #information engineering
  9. Discounted Adaptive Online Learning: Towards Better Regularization
    2024/02/05 by Zhang, Zhiyu, Bombara, David, Yang, Heng · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  10. PDE-Based Optimal Strategy for Unconstrained Online Learning
    2022/01/19 by Zhiyu Zhang, Zhang, Zhiyu, Ashok Cutkosky +3 · 1 citation
    Computer Science · Decision Sciences · Mathematics · #Advanced Bandit Algorithms Research #Advanced Optimization Algorithms Research #FOS: Computer and information sciences #Machine Learning (cs.LG) #Quantum Computing Algorithms and Architecture
  11. The Benefit of Being Bayesian in Online Conformal Prediction
    2024/10/03 by Zhang, Zhiyu, Lu, Zhou, Yang, Heng · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  12. DSCLAP: Domain-Specific Contrastive Language-Audio Pre-Training
    2024/09/14 by Liu, Shengqiang, Liu, Da, Wang, Anna +3 · 1 citation
    #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Multimedia (cs.MM) #Sound (cs.SD) #electronic engineering #information engineering
  13. Turbo your multi-modal classification with contrastive learning
    2024/09/14 by Zhang, Zhiyu, Da Liu, Liu, Da +8 · 1 citation
    Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimedia (cs.MM) #Natural Language Processing Techniques #Speech Recognition and Synthesis #Speech and dialogue systems
  14. Rate-aware Compression for NeRF-based Volumetric Video
    2024/11/08 by Zhang, Zhiyu, Lu, Guo, Liang, Huanxiong +3 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimedia (cs.MM)
  15. Content-Adaptive Rate-Quality Curve Prediction Model in Media Processing System
    2024/11/08 by Shibo Yin, Zhiyu Zhang, Yin, Shibo +11 · 1 citation
    Computer Science · Social Sciences · #Advanced Computing and Algorithms #Advanced Data Compression Techniques #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Multimedia (cs.MM)
  16. Efficient Dynamic-NeRF Based Volumetric Video Coding with Rate Distortion Optimization
    2024/02/02 by Zhang, Zhiyu, Lu, Guo, Liang, Huanxiong +3 · 1 citation
    #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
  17. Torus feeding and outflow launching in the active nucleus of the Circinus galaxy
    2025/10/06 by Wout M. Goesaert, Goesaert, Wout M., K. R. W. Tristram +11 · 1 citation
    Agricultural and Biological Sciences · #Astrophysics of Galaxies (astro-ph.GA) #FOS: Physical sciences #Flowering Plant Growth and Cultivation #High Energy Astrophysical Phenomena (astro-ph.HE) #Plant Molecular Biology Research #Plant Parasitism and Resistance
  18. Sparsity-Based Interpolation of External, Internal and Swap Regret
    2025/02/06 by Lu Zhou, Lu, Zhou, Y. Jennifer Sun +2 · 1 citation
    Computer Science · #Computer Graphics and Visualization Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)