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David J. Fleet

  1. Towards Generalist Biomedical AI
    2023/07/26 by Tao Tu, Tu, Tao, Shekoofeh Azizi +68 · 3 voices · 57 citations
    Computer Science · Biochemistry, Genetics and Molecular Biology · #Topic Modeling #Biomedical Text Mining and Ontologies #Natural Language Processing Techniques
  2. Synthetic Data from Diffusion Models Improves ImageNet Classification
    2023/04/17 by Shekoofeh Azizi, Azizi, Shekoofeh, Simon Kornblith +7 · 2 voices · 27 citations
    Computer Science · Social Sciences · #Generative Adversarial Networks and Image Synthesis #Computational and Text Analysis Methods #Domain Adaptation and Few-Shot Learning
  3. Photorealistic Text-to-Image Diffusion Models with Deep Language Understanding
    2022/05/23 by Chitwan Saharia, Saharia, Chitwan, William Chan +25 · 581 citations
    Computer Science · Social Sciences · #Computational and Text Analysis Methods #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Topic Modeling
  4. Video Diffusion Models
    2022/04/07 by Jonathan Ho, Tim Salimans, Ho, Jonathan +9 · 313 citations
    Computer Science · #Artificial Intelligence (cs.AI) #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) #Multimodal Machine Learning Applications
  5. Image Super-Resolution via Iterative Refinement
    2021/04/15 by Chitwan Saharia, Saharia, Chitwan, Jonathan Ho +9 · 133 citations
    Computer Science · #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Generative Adversarial Networks and Image Synthesis #Image and Signal Denoising Methods #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
  6. Imagen Video: High Definition Video Generation with Diffusion Models
    2022/10/05 by Jonathan Ho, Ho, Jonathan, William Chan +19 · 149 citations
    Computer Science · #Generative Adversarial Networks and Image Synthesis #Computer Graphics and Visualization Techniques #Advanced Image Processing Techniques
  7. Palette: Image-to-Image Diffusion Models
    2021/11/10 by Chitwan Saharia, William Chan, Saharia, Chitwan +13 · 94 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Cancer-related molecular mechanisms research #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques
  8. Scalable Adaptive Computation for Iterative Generation
    2022/12/22 by Allan Jabri, David Fleet, Jabri, Allan +4 · 2 voices · 24 citations
    Computer Science · Medicine · #Advanced Neuroimaging Techniques and Applications #Generative Adversarial Networks and Image Synthesis #Stochastic Gradient Optimization Techniques #cs.CV #cs.LG #cs.NE
  9. Kubric: A scalable dataset generator
    2022/03/07 by Klaus Greff, Greff, Klaus, Francois Belletti +65 · 39 citations
    Environmental Science · Computer Science · #Remote Sensing and LiDAR Applications #Advanced Neural Network Applications #Computer Graphics and Visualization Techniques
  10. Non-uniform refinement: adaptive regularization improves single-particle cryo-EM reconstruction
    2020/11/30 by Ali Punjani, Haowei Zhang, David J. Fleet · 29 citations
    Biochemistry, Genetics and Molecular Biology · Materials Science · Physics and Astronomy · #Advanced Electron Microscopy Techniques and Applications #Advanced X-ray Imaging Techniques #Electron and X-Ray Spectroscopy Techniques
  11. Performance of optical flow techniques
    1994/02/01 by J. L. Barron, John A. Barron, David J. Fleet +3 · 9 citations
    Computer Science · Engineering · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Optical Coherence Tomography Applications
  12. The Surprising Effectiveness of Diffusion Models for Optical Flow and Monocular Depth Estimation
    2023/06/02 by Saurabh Saxena, Charles Herrmann, Saxena, Saurabh +11 · 1 voice · 17 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Cell Image Analysis Techniques #cs.CV
  13. Generalized Product of Experts for Automatic and Principled Fusion of Gaussian Process Predictions
    2014/10/28 by Yanshuai Cao, Cao, Yanshuai, David J. Fleet +1 · 13 citations
    Computer Science · Physics and Astronomy · #Gaussian Processes and Bayesian Inference #Model Reduction and Neural Networks #Time Series Analysis and Forecasting
  14. MedGemma 1.5 Technical Report
    2025/07/07 by Andrew Sellergren, Sellergren, Andrew, Sahar Kazemzadeh +151 · 84 citations
    Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #COVID-19 diagnosis using AI #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  15. Adversarial Manipulation of Deep Representations
    2015/11/16 by Sara Sabour, Sabour, Sara, Yanshuai Cao +5 · 10 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Digital Media Forensic Detection #Generative Adversarial Networks and Image Synthesis
  16. On the effectiveness of task granularity for transfer learning
    2018/04/24 by Farzaneh Mahdisoltani, Mahdisoltani, Farzaneh, Guillaume Berger +7 · 8 citations
    Computer Science · #Human Pose and Action Recognition #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications
  17. A Unified Sequence Interface for Vision Tasks
    2022/06/15 by Ting Chen, Chen, Ting, Saurabh Saxena +9 · 7 citations
    Computer Science · #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Advanced Neural Network Applications
  18. SpotlessSplats: Ignoring Distractors in 3D Gaussian Splatting
    2024/06/28 by Sara Sabour, Sabour, Sara, Lily Goli +15 · 12 citations
    Computer Science · Engineering · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Digital and Cyber Forensics #FOS: Computer and information sciences #Industrial Vision Systems and Defect Detection #Machine Learning (cs.LG)
  19. RobustNeRF: Ignoring Distractors with Robust Losses
    2023/02/02 by Sara Sabour, Suhani Vora, Sabour, Sara +9 · 7 citations
    Computer Science · Engineering · Neuroscience · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Infrared Target Detection Methodologies #Machine Learning (cs.LG) #Visual perception and processing mechanisms
  20. Monocular Depth Estimation using Diffusion Models
    2023/02/28 by Saurabh Saxena, Abhishek Kar, Saxena, Saurabh +5 · 7 citations
    Computer Science · Engineering · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing Techniques and Applications
  21. Gaussian-Bernoulli RBMs Without Tears
    2022/10/19 by Renjie Liao, Liao, Renjie, Simon Kornblith +7 · 5 citations
    Computer Science · #Generative Adversarial Networks and Image Synthesis #Domain Adaptation and Few-Shot Learning #Music and Audio Processing
  22. A Study of Gradient Variance in Deep Learning
    2020/07/09 by Fartash Faghri, David Duvenaud, Faghri, Fartash +5 · 4 citations
    Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Stochastic Gradient Optimization Techniques
  23. Denoising Diffusion Probabilistic Models for Robust Image Super-Resolution in the Wild
    2023/02/15 by Hshmat Sahak, Daniel Watson, Sahak, Hshmat +5 · 4 citations
    Computer Science · #Advanced Image Processing Techniques #Image and Signal Denoising Methods #Advanced Vision and Imaging
  24. TxGemma: Efficient and Agentic LLMs for Therapeutics
    2025/04/08 by Eric W. Wang, Samuel Schmidgall, Wang, Eric +15 · 10 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · Materials Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computational Drug Discovery Methods #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Bioinformatics #Machine Learning in Materials Science
  25. Residual Multiplicative Filter Networks for Multiscale Reconstruction
    2022/06/01 by Shayan Shekarforoush, Shekarforoush, Shayan, David B. Lindell +5 · 3 citations
    Biochemistry, Genetics and Molecular Biology · Earth and Planetary Sciences · Engineering · #Advanced Electron Microscopy Techniques and Applications #Geological and Geophysical Studies #Hydrocarbon exploration and reservoir analysis
  26. RoMo: Robust Motion Segmentation Improves Structure from Motion
    2024/11/27 by Lily Goli, Sara Sabour, Goli, Lily +15 · 1 voice · 4 citations
    #cs.CV
  27. CryoSPIN: Improving Ab-Initio Cryo-EM Reconstruction with Semi-Amortized Pose Inference
    2024/06/15 by Shayan Shekarforoush, Shekarforoush, Shayan, David B. Lindell +5 · 2 voices · 1 citation
    #cs.CV #cs.LG