David J. Fleet

Seyed Kamyar Seyed Ghasemipour

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Photorealistic Text-to-Image Diffusion Models with Deep Language Understanding.

[BibT_eX]

[DOI]

Raphael Gontijo Lopes

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Video Diffusion Models.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

A Unified Sequence Interface for Vision Tasks.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Pix2seq: A Language Modeling Framework for Object Detection.

[BibT_eX]

[DOI]

Proceedings of the Tenth International Conference on Learning Representations, 2022

Disentangling Architecture and Training for Optical Flow.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2022, 2022

Kubric: A scalable dataset generator.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

Bridging the Gap Between Adversarial Robustness and Optimization Bias.

[BibT_eX]

[DOI]

Fartash Faghri

Cristina Nader Vasconcelos

Fabian Pedregosa

Nicolas Le Roux

CoRR, 2021

Unsupervised Part Representation by Flow Capsules.

[BibT_eX]

[DOI]

Proceedings of the 38th International Conference on Machine Learning, 2021

2020

A Study of Gradient Variance in Deep Learning.

[BibT_eX]

[DOI]

CoRR, 2020

Exemplar VAEs for Exemplar based Generation and Data Augmentation.

[BibT_eX]

[DOI]

Sajad Norouzi

CoRR, 2020

SentenceMIM: A Latent Variable Language Model.

[BibT_eX]

[DOI]

Kevin Swersky

CoRR, 2020

Exemplar VAE: Linking Generative Models, Nearest Neighbor Retrieval, and Data Augmentation.

[BibT_eX]

[DOI]

Sajad Norouzi

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

2019

High Mutual Information in Representation Learning with Symmetric Variational Inference.

[BibT_eX]

[DOI]

Kevin Swersky

CoRR, 2019

MIM: Mutual Information Machine.

[BibT_eX]

[DOI]

Kevin Swersky

CoRR, 2019

TzK: Flow-Based Conditional Generative Model.

[BibT_eX]

[DOI]

CoRR, 2019

Differentiable Probabilistic Models of Scientific Imaging with the Fourier Slice Theorem.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial Intelligence, 2019

2018

TzK Flow - Conditional Generative Model.

[BibT_eX]

[DOI]

CoRR, 2018

Fine-grained Video Classification and Captioning.

[BibT_eX]

[DOI]

Farzaneh Mahdisoltani

CoRR, 2018

Hierarchical Video Understanding.

[BibT_eX]

[DOI]

Farzaneh Mahdisoltani

Roland Memisevic

Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

Walking on Thin Air: Environment-Free Physics-Based Markerless Motion Capture.

[BibT_eX]

[DOI]

Proceedings of the 15th Conference on Computer and Robot Vision, 2018

VSE++: Improving Visual-Semantic Embeddings with Hard Negatives.

[BibT_eX]

[DOI]

Proceedings of the British Machine Vision Conference 2018, 2018

2017

Building Proteins in a Day: Efficient 3D Molecular Structure Estimation with Electron Cryomicroscopy.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2017

VSE++: Improved Visual-Semantic Embeddings.

[BibT_eX]

[DOI]

CoRR, 2017

2016

Guest Editorial: Human Activity Understanding from 2D and 3D Data.

[BibT_eX]

[DOI]

Int. J. Comput. Vis., 2016

Adversarial Manipulation of Deep Representations.

[BibT_eX]

[DOI]

Proceedings of the 4th International Conference on Learning Representations, 2016

2015

Efficient Optimization for Sparse Gaussian Process Regression.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2015

Editorial.

[BibT_eX]

[DOI]

Comput. Vis. Image Underst., 2015

Transductive Log Opinion Pool of Gaussian Process Experts.

[BibT_eX]

[DOI]

Yanshuai Cao

CoRR, 2015

CO2 Forest: Improved Random Forest by Continuous Optimization of Oblique Splits.

[BibT_eX]

[DOI]

CoRR, 2015

Efficient Non-greedy Optimization of Decision Trees.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015

Building proteins in a day: Efficient 3D molecular reconstruction.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

2014

Fast Exact Search in Hamming Space With Multi-Index Hashing.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2014

Generalized Product of Experts for Automatic and Principled Fusion of Gaussian Process Predictions.

[BibT_eX]

[DOI]

Yanshuai Cao

CoRR, 2014

Posebits for Monocular Human Pose Estimation.

[BibT_eX]

[DOI]

Gerard Pons-Moll

Bodo Rosenhahn

Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

2013

Cartesian K-Means.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

2012

Shared Kernel Information Embedding for Discriminative Inference.

[BibT_eX]

[DOI]

Roland Memisevic

Leonid Sigal

IEEE Trans. Pattern Anal. Mach. Intell., 2012

Human attributes from 3D pose tracking.

[BibT_eX]

[DOI]

Comput. Vis. Image Underst., 2012

Hamming Distance Metric Learning.

[BibT_eX]

[DOI]

Ruslan Salakhutdinov

Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012

Fast search in Hamming space with multi-index hashing.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

2011

Model-Based 3D Hand Pose Estimation from Monocular Video.

[BibT_eX]

[DOI]

Martin de La Gorce

Nikos Paragios

IEEE Trans. Pattern Anal. Mach. Intell., 2011

Object categorization using bone graphs.

[BibT_eX]

[DOI]

Comput. Vis. Image Underst., 2011

Bone graphs: Medial shape parsing and abstraction.

[BibT_eX]

[DOI]

Comput. Vis. Image Underst., 2011

Simultaneous Tracking and Activity Recognition.

[BibT_eX]

[DOI]

Cristina E. Manfredotti

Howard J. Hamilton

Sandra Zilles

Proceedings of the IEEE 23rd International Conference on Tools with Artificial Intelligence, 2011

Minimal Loss Hashing for Compact Binary Codes.

[BibT_eX]

[DOI]

Proceedings of the 28th International Conference on Machine Learning, 2011

Motion Models for People Tracking.

[BibT_eX]

[DOI]

Proceedings of the Visual Analysis of Humans - Looking at People., 2011

2010

Optimizing walking controllers for uncertain inputs and environments.

[BibT_eX]

[DOI]

ACM Trans. Graph., 2010

Physics-Based Person Tracking Using the Anthropomorphic Walker.

[BibT_eX]

[DOI]

Int. J. Comput. Vis., 2010

Dynamical binary latent variable models for 3D human pose tracking.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

Video-Based People Tracking.

[BibT_eX]

[DOI]

Leonid Sigal

Proceedings of the Handbook of Ambient Intelligence and Smart Environments, 2010

2009

Optimizing walking controllers.

[BibT_eX]

[DOI]

ACM Trans. Graph., 2009

TurboPixels: Fast Superpixels Using Geometric Flows.

[BibT_eX]

[DOI]

Alex Levinshtein

Adrian Stere

Kiriakos N. Kutulakos

Sven J. Dickinson

Kaleem Siddiqi

IEEE Trans. Pattern Anal. Mach. Intell., 2009

Relations to improve multi-target tracking in an activity recognition system.

[BibT_eX]

[DOI]

Cristina E. Manfredotti

Enza Messina

Proceedings of the 3rd International Conference on Imaging for Crime Detection and Prevention, 2009

Estimating contact dynamics.

[BibT_eX]

[DOI]

Leonid Sigal

Proceedings of the IEEE 12th International Conference on Computer Vision, ICCV 2009, Kyoto, Japan, September 27, 2009

Stochastic Image Denoising.

[BibT_eX]

[DOI]

Francisco J. Estrada

Proceedings of the British Machine Vision Conference, 2009

Backing Off: Hierarchical Decomposition of Activity for 3D Novel Pose Recovery.

[BibT_eX]

[DOI]

Proceedings of the British Machine Vision Conference, 2009

2008

Correction to "Gaussian Process Dynamical Models for Human Motion".

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2008

Gaussian Process Dynamical Models for Human Motion.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2008

Introduction of New Associate Editors.

[BibT_eX]

[DOI]

Zoubin Ghahramani

IEEE Trans. Pattern Anal. Mach. Intell., 2008

Editorial-State of the Transactions.

[BibT_eX]

[DOI]

Zoubin Ghahramani

IEEE Trans. Pattern Anal. Mach. Intell., 2008

Introduction of New Editors.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2008

Topologically-constrained latent variable models.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning, 2008

Model-based hand tracking with texture, shading and self-occlusions.

[BibT_eX]

[DOI]

Martin de La Gorce

Nikos Paragios

Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

The Kneed Walker for human pose tracking.

[BibT_eX]

[DOI]

Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

2007

Editorial-State of the Transactions.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2007

Special issue on spatial coherence for visual motion analysis.

[BibT_eX]

[DOI]

W. James MacLean

Nikos Paragios

Comput. Vis. Image Underst., 2007

Multifactor Gaussian process models for style-content separation.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning, 2007

Modeling Human Locomotion with Topologically Constrained Latent Variable Models.

[BibT_eX]

[DOI]

Neil D. Lawrence

Proceedings of the Human Motion, 2007

Physics-Based Person Tracking Using Simplified Lower-Body Dynamics.

[BibT_eX]

[DOI]

Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

Higher-order Autoregressive Models for Dynamic Textures.

[BibT_eX]

[DOI]

Midori Hyndman

Proceedings of the British Machine Vision Conference 2007, 2007

2006

Introduction of New Associate Editors.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2006

Temporal motion models for monocular and multiview 3D human body tracking.

[BibT_eX]

[DOI]

Comput. Vis. Image Underst., 2006

3D People Tracking with Gaussian Process Dynamical Models.

[BibT_eX]

[DOI]

Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2006), 2006

Optical Flow Estimation.

[BibT_eX]

[DOI]

Y. Weiss

Proceedings of the Handbook of Mathematical Models in Computer Vision, 2006

2005

Gaussian Process Dynamical Models.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 18 [Neural Information Processing Systems, 2005

Learning Sensor Network Topology through Monte Carlo Expectation Maximization.

[BibT_eX]

[DOI]

Dimitri Marinakis

Gregory Dudek

Proceedings of the 2005 IEEE International Conference on Robotics and Automation, 2005

Priors for People Tracking from Small Training Sets.

[BibT_eX]

[DOI]

Proceedings of the 10th IEEE International Conference on Computer Vision (ICCV 2005), 2005

Monocular 3D Tracking of the Golf Swing.

[BibT_eX]

[DOI]

Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 2005

Monocular 3-D Tracking of the Golf Swing.

[BibT_eX]

[DOI]

Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 2005

2004

Perceptually-supported image editing of text and graphics.

[BibT_eX]

[DOI]

ACM Trans. Graph., 2004

2003

Robust Online Appearance Models for Visual Tracking.

[BibT_eX]

[DOI]

Thomas F. El-Maraghi

IEEE Trans. Pattern Anal. Mach. Intell., 2003

Error-in-variables likelihood functions for motion estimation.

[BibT_eX]

[DOI]

Oscar Nestares

Proceedings of the 2003 International Conference on Image Processing, 2003

2002

A Layered Motion Representation with Occlusion and Compact Spatial Support.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision, 2002

A Probabilistic Theory of Occupancy and Emptiness.

[BibT_eX]

[DOI]

Rahul Bhotika

Kiriakos N. Kutulakos

Proceedings of the Computer Vision, 2002

2001

Computing Optical Flow with Physical Models of Brightness Variation.

[BibT_eX]

[DOI]

Horst W. Haussecker

IEEE Trans. Pattern Anal. Mach. Intell., 2001

Lattice Particle Filters.

[BibT_eX]

[DOI]

Dirk Ormoneit

Christiane Lemieux

Proceedings of the UAI '01: Proceedings of the 17th Conference in Uncertainty in Artificial Intelligence, 2001

People Tracking Using Hybrid Monte Carlo Filtering.

[BibT_eX]

[DOI]

Kiam Choo

Proceedings of the Eighth International Conference On Computer Vision (ICCV-01), Vancouver, British Columbia, Canada, July 7-14, 2001, 2001

Perceptual Organization as a Foundation for Graphics Recognition.

[BibT_eX]

[DOI]

Proceedings of the Graphics Recognition Algorithms and Applications, 2001

Probabilistic Tracking of Motion Boundaries with Spatiotemporal Predictions.

[BibT_eX]

[DOI]

Oscar Nestares

Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2001), 2001

2000

Design and Use of Linear Models for Image Motion Analysis.

[BibT_eX]

[DOI]

Int. J. Comput. Vis., 2000

Probabilistic Detection and Tracking of Motion Boundaries.

[BibT_eX]

[DOI]

Int. J. Comput. Vis., 2000

Robustly Estimating Changes in Image Appearance.

[BibT_eX]

[DOI]

Yaser Yacoob

Comput. Vis. Image Underst., 2000

Disparity tuning as simulated by a neural net.

[BibT_eX]

[DOI]

Jörg Lippert

Hermann Wagner

Biol. Cybern., 2000

Stochastic Tracking of 3D Human Figures Using 2D Image Motion.

[BibT_eX]

[DOI]

Hedvig Sidenbladh

Proceedings of the Computer Vision - ECCV 2000, 6th European Conference on Computer Vision, Dublin, Ireland, June 26, 2000

Likelihood Functions and Confidence Bounds for Total-Least-Squares Problems.

[BibT_eX]

[DOI]

Oscar Nestares

David J. Heeger

Proceedings of the 2000 Conference on Computer Vision and Pattern Recognition (CVPR 2000), 2000

1999

Spotlights: A Robust Method for Surface-Based Registration in Orthopedic Surgery.

[BibT_eX]

[DOI]

Burton Ma

Randy E. Ellis

Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 1999

Probabilistic Detection and Tracking of Motion Discontinuities.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Computer Vision, 1999

1998

A Framework for Modeling Appearance Change in Image Sequences.

[BibT_eX]

[DOI]

Yaser Yacoob

Proceedings of the Sixth International Conference on Computer Vision (ICCV-98), 1998

Motion Feature Detection Using Steerable Flow Fields.

[BibT_eX]

[DOI]

Proceedings of the 1998 Conference on Computer Vision and Pattern Recognition (CVPR '98), 1998

1997

Embedding Invisible Information in Color Images.

[BibT_eX]

[DOI]

Robert Frans van der Willigen

David J. Heeger

Proceedings of the Proceedings 1997 International Conference on Image Processing, 1997

Binocular Information Processing in the Owl.

[BibT_eX]

[DOI]

Jörg Lippert

Hermann Wagner

Proceedings of the Informatik '97, 1997

A method for evalutating CT-based surgical registration.

[BibT_eX]

[DOI]

Proceedings of the CVRMed-MRCAS'97, 1997

Learning Parameterized Models of Image Motion.

[BibT_eX]

[DOI]

Proceedings of the 1997 Conference on Computer Vision and Pattern Recognition (CVPR '97), 1997

1995

Recursive Filters for Optical Flow.

[BibT_eX]

[DOI]

Keith Langley

IEEE Trans. Pattern Anal. Mach. Intell., 1995

1994

Performance of optical flow techniques.

[BibT_eX]

[DOI]

John L. Barron

Steven S. Beauchemin

Int. J. Comput. Vis., 1994

Stable Estimation of Image Orientation.

[BibT_eX]

[DOI]

Leif Haglund

Proceedings of the Proceedings 1994 International Conference on Image Processing, 1994

1993

Stability of Phase Information.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 1993

1992

Multiple motions from instantaneous frequency.

[BibT_eX]

[DOI]

Keith Langley

Tim J. Atherton

Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 1992

Performance of optical flow techniques.

[BibT_eX]

[DOI]

Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 1992

On Transparent Motion Computation.

[BibT_eX]

[DOI]

Keith Langley

Tim J. Atherton

Proceedings of the British Machine Vision Conference, 1992

1991

Measurement of image velocity.

[BibT_eX]

[DOI]

PhD thesis, 1991

Phase singularities in scale-space.

[BibT_eX]

[DOI]

Image Vis. Comput., 1991

Phase-based disparity measurement.

[BibT_eX]

[DOI]

Michael R. M. Jenkin

CVGIP Image Underst., 1991

1990

Computation of component image velocity from local phase information.

[BibT_eX]

[DOI]

Int. J. Comput. Vis., 1990

Scale-Space Singularities.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision, 1990

1989

Hierarchical Construction of Orientation and Velocity Selective Filters.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 1989

Computation of normal velocity from local phase information.

[BibT_eX]

[DOI]

Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 1989

1988

Raum-zeitliche Filter für eine top-down Steuerung der Bewegungsanalyse.

[BibT_eX]

[DOI]

Michael Mohnhaupt