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Fan Bao

  1. DPM-Solver: A Fast ODE Solver for Diffusion Probabilistic Model Sampling in Around 10 Steps
    2022/06/02 by Cheng Lu, Cheng Lü, Yuhao Zhou +11 · 1 voice · 262 citations
    Computer Science · Mathematics · Physics and Astronomy · #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning in Healthcare #Model Reduction and Neural Networks #cs.LG #stat.ML
  2. DPM-Solver++: Fast Solver for Guided Sampling of Diffusion Probabilistic Models
    2022/11/02 by Cheng Lu, Y. Zhou, Lu, Cheng +9 · 128 citations
    Computer Science · Physics and Astronomy · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Stochastic Gradient Optimization Techniques
  3. All are Worth Words: A ViT Backbone for Diffusion Models
    2022/09/25 by Fan Bao, Bao, Fan, Nie, Shen +8 · 73 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 #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
  4. Analytic-DPM: an Analytic Estimate of the Optimal Reverse Variance in Diffusion Probabilistic Models
    2022/01/17 by Fan Bao, Bao, Fan, Chongxuan Li +5 · 16 citations
    Computer Science · Social Sciences · #Bayesian Methods and Mixture Models #Computational and Text Analysis Methods #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG)
  5. Vidu: a Highly Consistent, Dynamic and Skilled Text-to-Video Generator with Diffusion Models
    2024/05/07 by Fan Bao, Chendong Xiang, Bao, Fan +17 · 22 citations
    Computer Science · Social Sciences · #Video Analysis and Summarization #Multimedia Communication and Technology #Artificial Intelligence in Games
  6. One Transformer Fits All Distributions in Multi-Modal Diffusion at Scale
    2023/03/12 by Fan Bao, Shen Nie, Bao, Fan +17 · 14 citations
    Computer Science · Medicine · #Advanced Neuroimaging Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mycobacterium research and diagnosis
  7. Diffusion Bridge Implicit Models
    2024/05/24 by Kaiwen Zheng, Zheng, Kaiwen, Guande He +7 · 14 citations
    Decision Sciences · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Simulation Techniques and Applications
  8. Maximum Likelihood Training for Score-Based Diffusion ODEs by High-Order Denoising Score Matching
    2022/06/16 by Cheng Lü, Lu, Cheng, Kaiwen Zheng +9 · 8 citations
    Physics and Astronomy · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks
  9. EGSDE: Unpaired Image-to-Image Translation via Energy-Guided Stochastic Differential Equations
    2022/07/14 by Min Zhao, Zhao, Min, Fan Bao +5 · 8 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · Medicine · #Cancer-related molecular mechanisms research #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Mycobacterium research and diagnosis
  10. Equivariant Energy-Guided SDE for Inverse Molecular Design
    2022/09/30 by Fan Bao, Bao, Fan, Min Zhao +9 · 6 citations
    Physics and Astronomy · Materials Science · #Spectroscopy and Quantum Chemical Studies #Machine Learning in Materials Science #Advanced Chemical Physics Studies
  11. ControlVideo: Conditional Control for One-shot Text-driven Video Editing and Beyond
    2023/05/26 by Min Zhao, Zhao, Min, Rongzhen Wang +7 · 7 citations
    Computer Science · #Video Analysis and Summarization #Generative Adversarial Networks and Image Synthesis
  12. Estimating the Optimal Covariance with Imperfect Mean in Diffusion Probabilistic Models
    2022/06/15 by Fan Bao, Chongxuan Li, Bao, Fan +7 · 5 citations
    Computer Science · #Generative Adversarial Networks and Image Synthesis #Music and Audio Processing #Topic Modeling
  13. Stability and Generalization of Bilevel Programming in Hyperparameter Optimization
    2021/06/08 by Fan Bao, Guoqiang Wu, Bao, Fan +7 · 4 citations
    Computer Science · Decision Sciences · #Machine Learning and Algorithms #Machine Learning and Data Classification #Advanced Bandit Algorithms Research
  14. Gaussian Mixture Solvers for Diffusion Models
    2023/11/02 by Hanzhong Guo, Lu Cheng, Guo, Hanzhong +11 · 4 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 #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Music and Audio Processing
  15. Revisiting Discriminative vs. Generative Classifiers: Theory and Implications
    2023/02/05 by Chenyu Zheng, Guoqiang Wu, Zheng, Chenyu +9 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification
  16. Deep Generative Modeling on Limited Data with Regularization by Nontransferable Pre-trained Models
    2022/08/30 by Yong Zhong, Zhong, Yong, Hongtao Liu +9 · 1 citation
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face recognition and analysis #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Music and Audio Processing
  17. Diffusion Models and Semi-Supervised Learners Benefit Mutually with Few Labels
    2023/02/21 by Zebin You, You, Zebin, Yong Zhong +9 · 1 citation
    Computer Science · #AI in cancer detection #Artificial Intelligence (cs.AI) #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)
  18. Variational (Gradient) Estimate of the Score Function in Energy-based Latent Variable Models
    2020/10/16 by Fan Bao, Kun Xu, Bao, Fan +9 · 1 citation
    Computer Science · Physics and Astronomy · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks
  19. Bridge-SR: Schrödinger Bridge for Efficient SR
    2025/01/14 by Chang Li, Zehua Chen, Li, Chang +5 · 3 citations
    Engineering · #Electromagnetic Simulation and Numerical Methods #Terahertz technology and applications #Geophysical Methods and Applications