Fleet, David J.

70 publications

ICLR 2025 Controlling Space and Time with Diffusion Models Daniel Watson, Saurabh Saxena, Lala Li, Andrea Tagliasacchi, David J. Fleet

AAAI 2025 High-Resolution Frame Interpolation with Patch-Based Cascaded Diffusion Junhwa Hur, Charles Herrmann, Saurabh Saxena, Janne Kontkanen, Wei-Sheng Lai, Yichang Shih, Michael Rubinstein, David J. Fleet, Deqing Sun

NeurIPS 2025 Reconstructing Heterogeneous Biomolecules via Hierarchical Gaussian Mixtures and Part Discovery Shayan Shekarforoush, David B. Lindell, Marcus A Brubaker, David J. Fleet

ICCV 2025 RoMo: Robust Motion Segmentation Improves Structure from Motion Lily Goli, Sara Sabour, Mark Matthews, Marcus A. Brubaker, Dmitry Lagun, Alec Jacobson, David J. Fleet, Saurabh Saxena, Andrea Tagliasacchi

NeurIPS 2024 CryoSPIN: Improving Ab-Initio Cryo-EM Reconstruction with Semi-Amortized Pose Inference Shayan Shekarforoush, David B. Lindell, Marcus A. Brubaker, David J. Fleet

ICLR 2024 Directly Fine-Tuning Diffusion Models on Differentiable Rewards Kevin Clark, Paul Vicol, Kevin Swersky, David J. Fleet

TMLR 2024 Greedy Growing Enables High-Resolution Pixel-Based Diffusion Models Cristina Nader Vasconcelos, Abdullah Rashwan, Austin Waters, Trevor Walker, Keyang Xu, Jimmy Yan, Rui Qian, Yeqing Li, Shixin Luo, Yasumasa Onoe, Zarana Parekh, Ivana Kajic, Mandy Guo, Wenlei Zhou, Sarah Rosston, Roopal Garg, Hongliang Fei, Jordi Pont-Tuset, Su Wang, Henna Nandwani, Andrew Bunner, Kevin Swersky, David J. Fleet, Oliver Wang, Jason Michael Baldridge

ICCV 2023 A Generalist Framework for Panoptic Segmentation of Images and Videos Ting Chen, Lala Li, Saurabh Saxena, Geoffrey Hinton, David J. Fleet

CVPR 2023 Imagen Editor and EditBench: Advancing and Evaluating Text-Guided Image Inpainting Su Wang, Chitwan Saharia, Ceslee Montgomery, Jordi Pont-Tuset, Shai Noy, Stefano Pellegrini, Yasumasa Onoe, Sarah Laszlo, David J. Fleet, Radu Soricut, Jason Baldridge, Mohammad Norouzi, Peter Anderson, William Chan

CVPR 2023 RobustNeRF: Ignoring Distractors with Robust Losses Sara Sabour, Suhani Vora, Daniel Duckworth, Ivan Krasin, David J. Fleet, Andrea Tagliasacchi

ICML 2023 Scalable Adaptive Computation for Iterative Generation Allan Jabri, David J. Fleet, Ting Chen

TMLR 2023 Synthetic Data from Diffusion Models Improves ImageNet Classification Shekoofeh Azizi, Simon Kornblith, Chitwan Saharia, Mohammad Norouzi, David J. Fleet

NeurIPS 2023 The Surprising Effectiveness of Diffusion Models for Optical Flow and Monocular Depth Estimation Saurabh Saxena, Charles Herrmann, Junhwa Hur, Abhishek Kar, Mohammad Norouzi, Deqing Sun, David J Fleet

NeurIPS 2022 A Unified Sequence Interface for Vision Tasks Ting Chen, Saurabh Saxena, Lala Li, Tsung-Yi Lin, David J Fleet, Geoffrey E. Hinton

JMLR 2022 Cascaded Diffusion Models for High Fidelity Image Generation Jonathan Ho, Chitwan Saharia, William Chan, David J. Fleet, Mohammad Norouzi, Tim Salimans

ECCV 2022 Disentangling Architecture and Training for Optical Flow Deqing Sun, Charles Herrmann, Fitsum Reda, Michael Rubinstein, David J. Fleet, William T. Freeman

CVPR 2022 Kubric: A Scalable Dataset Generator Klaus Greff, Francois Belletti, Lucas Beyer, Carl Doersch, Yilun Du, Daniel Duckworth, David J. Fleet, Dan Gnanapragasam, Florian Golemo, Charles Herrmann, Thomas Kipf, Abhijit Kundu, Dmitry Lagun, Issam Laradji, Hsueh-Ti Liu, Henning Meyer, Yishu Miao, Derek Nowrouzezahrai, Cengiz Oztireli, Etienne Pot, Noha Radwan, Daniel Rebain, Sara Sabour, Mehdi S. M. Sajjadi, Matan Sela, Vincent Sitzmann, Austin Stone, Deqing Sun, Suhani Vora, Ziyu Wang, Tianhao Wu, Kwang Moo Yi, Fangcheng Zhong, Andrea Tagliasacchi

NeurIPS 2022 Photorealistic Text-to-Image Diffusion Models with Deep Language Understanding Chitwan Saharia, William Chan, Saurabh Saxena, Lala Li, Jay Whang, Emily L Denton, Kamyar Ghasemipour, Raphael Gontijo Lopes, Burcu Karagol Ayan, Tim Salimans, Jonathan Ho, David J Fleet, Mohammad Norouzi

ICLR 2022 Pix2seq: A Language Modeling Framework for Object Detection Ting Chen, Saurabh Saxena, Lala Li, David J. Fleet, Geoffrey Hinton

NeurIPS 2022 Residual Multiplicative Filter Networks for Multiscale Reconstruction Shayan Shekarforoush, David Lindell, David J Fleet, Marcus A Brubaker

NeurIPS 2022 Video Diffusion Models Jonathan Ho, Tim Salimans, Alexey Gritsenko, William Chan, Mohammad Norouzi, David J Fleet

ICLRW 2022 Video Diffusion Models Jonathan Ho, Tim Salimans, Alexey A. Gritsenko, William Chan, Mohammad Norouzi, David J. Fleet

NeurIPSW 2021 Palette: Image-to-Image Diffusion Models Chitwan Saharia, William Chan, Huiwen Chang, Chris A. Lee, Jonathan Ho, Tim Salimans, David J. Fleet, Mohammad Norouzi

ICML 2021 Unsupervised Part Representation by Flow Capsules Sara Sabour, Andrea Tagliasacchi, Soroosh Yazdani, Geoffrey Hinton, David J Fleet

NeurIPS 2020 Exemplar VAE: Linking Generative Models, Nearest Neighbor Retrieval, and Data Augmentation Sajad Norouzi, David J Fleet, Mohammad Norouzi

ECCVW 2018 Hierarchical Video Understanding Farzaneh Mahdisoltani, Roland Memisevic, David J. Fleet

ICLR 2016 Adversarial Manipulation of Deep Representations Sara Sabour, Yanshuai Cao, Fartash Faghri, David J. Fleet

CVPR 2015 Building Proteins in a Day: Efficient 3D Molecular Reconstruction Marcus A. Brubaker, Ali Punjani, David J. Fleet

NeurIPS 2015 Efficient Non-Greedy Optimization of Decision Trees Mohammad Norouzi, Maxwell Collins, Matthew A Johnson, David J Fleet, Pushmeet Kohli

ECCV 2014 Computer Vision - ECCV 2014 - 13th European Conference, Zurich, Switzerland, September 6-12, 2014, Proceedings, Part III David J. Fleet, Tomás Pajdla, Bernt Schiele, Tinne Tuytelaars

ECCV 2014 Computer Vision - ECCV 2014 - 13th European Conference, Zurich, Switzerland, September 6-12, 2014, Proceedings, Part IV David J. Fleet, Tomás Pajdla, Bernt Schiele, Tinne Tuytelaars

ECCV 2014 Computer Vision - ECCV 2014 - 13th European Conference, Zurich, Switzerland, September 6-12, 2014, Proceedings, Part V David J. Fleet, Tomás Pajdla, Bernt Schiele, Tinne Tuytelaars

ECCV 2014 Computer Vision - ECCV 2014 - 13th European Conference, Zurich, Switzerland, September 6-12, 2014, Proceedings, Part VI David J. Fleet, Tomás Pajdla, Bernt Schiele, Tinne Tuytelaars

ECCV 2014 Computer Vision - ECCV 2014 - 13th European Conference, Zurich, Switzerland, September 6-12, 2014, Proceedings, Part VII David J. Fleet, Tomás Pajdla, Bernt Schiele, Tinne Tuytelaars

CVPR 2014 Posebits for Monocular Human Pose Estimation Gerard Pons-Moll, David J. Fleet, Bodo Rosenhahn

CVPR 2013 Cartesian K-Means Mohammad Norouzi, David J. Fleet

NeurIPS 2013 Efficient Optimization for Sparse Gaussian Process Regression Yanshuai Cao, Marcus A Brubaker, David J Fleet, Aaron Hertzmann

CVPR 2012 Fast Search in Hamming Space with Multi-Index Hashing Mohammad Norouzi, Ali Punjani, David J. Fleet

NeurIPS 2012 Hamming Distance Metric Learning Mohammad Norouzi, David J Fleet, Ruslan Salakhutdinov

ICML 2011 Minimal Loss Hashing for Compact Binary Codes Mohammad Norouzi, David J. Fleet

CVPR 2010 Dynamical Binary Latent Variable Models for 3D Human Pose Tracking Graham W. Taylor, Leonid Sigal, David J. Fleet, Geoffrey E. Hinton

ECCV 2010 Human Attributes from 3D Pose Tracking Leonid Sigal, David J. Fleet, Nikolaus F. Troje, Micha Livne

ICCV 2009 Estimating Contact Dynamics Marcus A. Brubaker, Leonid Sigal, David J. Fleet

CVPR 2009 Shared Kernel Information Embedding for Discriminative Inference Leonid Sigal, Roland Memisevic, David J. Fleet

CVPR 2008 Model-Based Hand Tracking with Texture, Shading and Self-Occlusions Martin de La Gorce, Nikos Paragios, David J. Fleet

CVPR 2008 The Kneed Walker for Human Pose Tracking Marcus A. Brubaker, David J. Fleet

ICML 2008 Topologically-Constrained Latent Variable Models Raquel Urtasun, David J. Fleet, Andreas Geiger, Jovan Popovic, Trevor Darrell, Neil D. Lawrence

ICML 2007 Multifactor Gaussian Process Models for Style-Content Separation Jack M. Wang, David J. Fleet, Aaron Hertzmann

CVPR 2007 Physics-Based Person Tracking Using Simplified Lower-Body Dynamics Marcus A. Brubaker, David J. Fleet, Aaron Hertzmann

CVPR 2006 3D People Tracking with Gaussian Process Dynamical Models Raquel Urtasun, David J. Fleet, Pascal Fua

NeurIPS 2005 Gaussian Process Dynamical Models Jack Wang, Aaron Hertzmann, David J Fleet

CVPR 2005 Monocular 3-D Tracking of the Golf Swing Raquel Urtasun, David J. Fleet, Pascal Fua

ICCV 2005 Priors for People Tracking from Small Training Sets Raquel Urtasun, David J. Fleet, Aaron Hertzmann, Pascal Fua

ECCV 2002 A Layered Motion Representation with Occlusion and Compact Spatial Support Allan D. Jepson, David J. Fleet, Michael J. Black

ECCV 2002 A Probabilistic Theory of Occupancy and Emptiness Rahul Bhotika, David J. Fleet, Kiriakos N. Kutulakos

UAI 2001 Lattice Particle Filters Dirk Ormoneit, Christiane Lemieux, David J. Fleet

ICCV 2001 People Tracking Using Hybrid Monte Carlo Filtering Kiam Choo, David J. Fleet

CVPR 2001 Probabilistic Tracking of Motion Boundaries with Spatiotemporal Predictions Oscar Nestares, David J. Fleet

CVPR 2001 Robust Online Appearance Models for Visual Tracking Allan D. Jepson, David J. Fleet, Thomas F. El-Maraghi

CVPR 2000 Computing Optical Flow with Physical Models of Brightness Variation Horst W. Haussecker, David J. Fleet

CVPR 2000 Likelihood Functions and Confidence Bounds for Total-Least-Squares Problems Oscar Nestares, David J. Fleet, David J. Heeger

ECCV 2000 Stochastic Tracking of 3D Human Figures Using 2D Image Motion Hedvig Sidenbladh, Michael J. Black, David J. Fleet

ICCV 1999 Probabilistic Detection and Tracking of Motion Discontinuities Michael J. Black, David J. Fleet

ICCV 1998 A Framework for Modeling Appearance Change in Image Sequences Michael J. Black, David J. Fleet, Yaser Yacoob

CVPR 1998 Motion Feature Detection Using Steerable Flow Fields David J. Fleet, Michael J. Black, Allan D. Jepson

CVPR 1997 Learning Parameterized Models of Image Motion Michael J. Black, Yaser Yacoob, Allan D. Jepson, David J. Fleet

CVPR 1992 Multiple Motions from Instantaneous Frequency Keith Langley, David J. Fleet, Tim J. Atherton

CVPR 1992 Performance of Optical Flow Techniques John L. Barron, David J. Fleet, Steven S. Beauchemin, T. A. Burkitt

ECCV 1990 Scale-Space Singularities Allan D. Jepson, David J. Fleet

CVPR 1989 Computation of Normal Velocity from Local Phase Information David J. Fleet, Allan D. Jepson