William T. Freeman

Orcid: 0000-0002-2231-7995

Affiliations:
  • MIT, Cambridge, MA, USA


According to our database1, William T. Freeman authored at least 291 papers between 1990 and 2024.

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Bibliography

2024
RelitLRM: Generative Relightable Radiance for Large Reconstruction Models.
CoRR, 2024

Seeing Faces in Things: A Model and Dataset for Pareidolia.
CoRR, 2024

WonderWorld: Interactive 3D Scene Generation from a Single Image.
CoRR, 2024

Event-horizon-scale Imaging of M87* under Different Assumptions via Deep Generative Image Priors.
CoRR, 2024

Improved Distribution Matching Distillation for Fast Image Synthesis.
CoRR, 2024

COCO-Periph: Bridging the Gap Between Human and Machine Perception in the Periphery.
Proceedings of the Twelfth International Conference on Learning Representations, 2024

FeatUp: A Model-Agnostic Framework for Features at Any Resolution.
Proceedings of the Twelfth International Conference on Learning Representations, 2024

PhysDreamer: Physics-Based Interaction with 3D Objects via Video Generation.
Proceedings of the Computer Vision - ECCV 2024, 2024

WonderJourney: Going from Anywhere to Everywhere.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

One-Step Diffusion with Distribution Matching Distillation.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Alchemist: Parametric Control of Material Properties with Diffusion Models.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Separating the "Chirp" from the "Chat": Self-supervised Visual Grounding of Sound and Language.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023
Privacy Dual Imaging.
Dataset, November, 2023

Materialistic: Selecting Similar Materials in Images.
ACM Trans. Graph., August, 2023

Bayes3D: fast learning and inference in structured generative models of 3D objects and scenes.
CoRR, 2023

Background Prompting for Improved Object Depth.
CoRR, 2023

MultiEarth 2023 - Multimodal Learning for Earth and Environment Workshop and Challenge.
CoRR, 2023

FastComposer: Tuning-Free Multi-Subject Image Generation with Localized Attention.
CoRR, 2023

Can Shadows Reveal Biometric Informationƒ.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

Diffusion with Forward Models: Solving Stochastic Inverse Problems Without Direct Supervision.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Large-Scale Automatic Audiobook Creation.
Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

Muse: Text-To-Image Generation via Masked Generative Transformers.
Proceedings of the International Conference on Machine Learning, 2023

Neural Groundplans: Persistent Neural Scene Representations from a Single Image.
Proceedings of the Eleventh International Conference on Learning Representations, 2023

Exploring perceptual straightness in learned visual representations.
Proceedings of the Eleventh International Conference on Learning Representations, 2023

Score-Based Diffusion Models as Principled Priors for Inverse Imaging.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

3D Motion Magnification: Visualizing Subtle Motions with Time-Varying Radiance Fields.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

StatTexNet: Evaluating the Importance of Statistical Parameters for Pyramid-Based Texture and Peripheral Vision Models.
Proceedings of the Gaze Meets Machine Learning Workshop, 2023

MetaCLUE: Towards Comprehensive Visual Metaphors Research.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022
Can Shadows Reveal Biometric Information?
CoRR, 2022

Seeing 3D Objects in a Single Image via Self-Supervised Static-Dynamic Disentanglement.
CoRR, 2022

Developing a Series of AI Challenges for the United States Department of the Air Force.
CoRR, 2022

MultiEarth 2022 - Multimodal Learning for Earth and Environment Workshop and Challenge.
CoRR, 2022

What Makes RAFT Better Than PWC-Net?
CoRR, 2022

Associating Objects and Their Effects in Video through Coordination Games.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Unsupervised Semantic Segmentation by Distilling Feature Correspondences.
Proceedings of the Tenth International Conference on Learning Representations, 2022

Axiomatic Explanations for Visual Search, Retrieval, and Similarity Learning.
Proceedings of the Tenth International Conference on Learning Representations, 2022

Structure and Motion from Casual Videos.
Proceedings of the Computer Vision - ECCV 2022, 2022

Disentangling Architecture and Training for Optical Flow.
Proceedings of the Computer Vision - ECCV 2022, 2022

MaskGIT: Masked Generative Image Transformer.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021
NeRFactor: neural factorization of shape and reflectance under an unknown illumination.
ACM Trans. Graph., 2021

Consistent depth of moving objects in video.
ACM Trans. Graph., 2021

QuanTaichi: a compiler for quantized simulations.
ACM Trans. Graph., 2021

Two-Dimensional Non-Line-of-Sight Scene Estimation From a Single Edge Occluder.
IEEE Trans. Computational Imaging, 2021

MannequinChallenge: Learning the Depths of Moving People by Watching Frozen People.
IEEE Trans. Pattern Anal. Mach. Intell., 2021

HSPACE: Synthetic Parametric Humans Animated in Complex Environments.
CoRR, 2021

Model-Agnostic Explainability for Visual Search.
CoRR, 2021

Light Field Networks: Neural Scene Representations with Single-Evaluation Rendering.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Toward Automatic Interpretation of 3D Plots.
Proceedings of the 16th International Conference on Document Analysis and Recognition, 2021

THUNDR: Transformer-based 3D HUmaN Reconstruction with Markers.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

What You Can Learn by Staring at a Blank Wall.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Explaining in Style: Training a GAN to explain a classifier in StyleSpace.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

SLIDE: Single Image 3D Photography with Soft Layering and Depth-aware Inpainting.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Neural Descent for Visual 3D Human Pose and Shape.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

LASR: Learning Articulated Shape Reconstruction From a Monocular Video.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

AutoFlow: Learning a Better Training Set for Optical Flow.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Omnimatte: Associating Objects and Their Effects in Video.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020
Layered neural rendering for retiming people in video.
ACM Trans. Graph., 2020

Neural Light Transport for Relighting and View Synthesis.
CoRR, 2020

Conditional Image Retrieval.
CoRR, 2020

It Is Likely That Your Loss Should be a Likelihood.
CoRR, 2020

Multi-Plane Program Induction with 3D Box Priors.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

MosAIc: Finding Artistic Connections across Culture with Conditional Image Retrieval.
Proceedings of the NeurIPS 2020 Competition and Demonstration Track, 2020

Deep Audio Priors Emerge From Harmonic Convolutional Networks.
Proceedings of the 8th International Conference on Learning Representations, 2020

Weakly Supervised 3D Human Pose and Shape Reconstruction with Normalizing Flows.
Proceedings of the Computer Vision - ECCV 2020, 2020

GHUM & GHUML: Generative 3D Human Shape and Articulated Pose Models.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Semantic Pyramid for Image Generation.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Perspective Plane Program Induction From a Single Image.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

SpeedNet: Learning the Speediness in Videos.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Large-Scale Intelligent Microservices.
Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

2019
Medical Image Imputation From Image Collections.
IEEE Trans. Medical Imaging, 2019

Visual Dynamics: Stochastic Future Generation via Layered Cross Convolutional Networks.
IEEE Trans. Pattern Anal. Mach. Intell., 2019

Video Enhancement with Task-Oriented Flow.
Int. J. Comput. Vis., 2019

Visualizing and Understanding Generative Adversarial Networks (Extended Abstract).
CoRR, 2019

Computational Mirrors: Blind Inverse Light Transport by Deep Matrix Factorization.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

ChainQueen: A Real-Time Differentiable Physical Simulator for Soft Robotics.
Proceedings of the International Conference on Robotics and Automation, 2019

Unsupervised Discovery of Parts, Structure, and Dynamics.
Proceedings of the 7th International Conference on Learning Representations, 2019

Learning to Infer and Execute 3D Shape Programs.
Proceedings of the 7th International Conference on Learning Representations, 2019

Learning to Describe Scenes with Programs.
Proceedings of the 7th International Conference on Learning Representations, 2019

Reasoning About Physical Interactions with Object-Oriented Prediction and Planning.
Proceedings of the 7th International Conference on Learning Representations, 2019

Visualizing and Understanding GANs.
Proceedings of the Deep Generative Models for Highly Structured Data, 2019

GAN Dissection: Visualizing and Understanding Generative Adversarial Networks.
Proceedings of the 7th International Conference on Learning Representations, 2019

Program-Guided Image Manipulators.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Boundless: Generative Adversarial Networks for Image Extension.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Learning Shape Templates With Structured Implicit Functions.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Visual Deprojection: Probabilistic Recovery of Collapsed Dimensions.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Corner Occluder Computational Periscopy: Estimating a Hidden Scene from a Single Photograph.
Proceedings of the IEEE International Conference on Computational Photography, 2019

Using Unknown Occluders to Recover Hidden Scenes.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Speech2Face: Learning the Face Behind a Voice.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Learning the Depths of Moving People by Watching Frozen People.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018
Looking to listen at the cocktail party: a speaker-independent audio-visual model for speech separation.
ACM Trans. Graph., 2018

Exploiting Occlusion in Non-Line-of-Sight Active Imaging.
IEEE Trans. Computational Imaging, 2018

Reconstructing Video of Time-Varying Sources From Radio Interferometric Measurements.
IEEE Trans. Computational Imaging, 2018

Best-Buddies Similarity - Robust Template Matching Using Mutual Nearest Neighbors.
IEEE Trans. Pattern Anal. Mach. Intell., 2018

3D Interpreter Networks for Viewer-Centered Wireframe Modeling.
Int. J. Comput. Vis., 2018

Learning Sight from Sound: Ambient Sound Provides Supervision for Visual Learning.
Int. J. Comput. Vis., 2018

Visual Object Networks: Image Generation with Disentangled 3D Representation.
CoRR, 2018

MoSculp: Interactive Visualization of Shape and Time.
Proceedings of the 31st Annual ACM Symposium on User Interface Software and Technology, 2018

Visual Object Networks: Image Generation with Disentangled 3D Representations.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Learning to Reconstruct Shapes from Unseen Classes.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

3D-Aware Scene Manipulation via Inverse Graphics.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Co-regularized Alignment for Unsupervised Domain Adaptation.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Learning to Exploit Stability for 3D Scene Parsing.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

ShadowCam: Real-Time Detection of Moving Obstacles Behind A Corner For Autonomous Vehicles.
Proceedings of the 21st International Conference on Intelligent Transportation Systems, 2018

3D Shape Perception from Monocular Vision, Touch, and Shape Priors.
Proceedings of the 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2018

Seeing Tree Structure from Vibration.
Proceedings of the Computer Vision - ECCV 2018, 2018

Learning Shape Priors for Single-View 3D Completion And Reconstruction.
Proceedings of the Computer Vision - ECCV 2018, 2018

Learning-Based Video Motion Magnification.
Proceedings of the Computer Vision - ECCV 2018, 2018

Physical Primitive Decomposition.
Proceedings of the Computer Vision - ECCV 2018, 2018

Inverting Audio-Visual Simulation for Shape and Material Perception.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018

Learning and Using the Arrow of Time.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Pix3D: Dataset and Methods for Single-Image 3D Shape Modeling.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Unsupervised Training for 3D Morphable Model Regression.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Sparse, Smart Contours to Represent and Edit Images.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Inferring Light Fields From Shadows.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Cognitive Load Estimation in the Wild.
Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems, 2018

2017
3DTV at home: eulerian-lagrangian stereo-to-multiview conversion.
ACM Trans. Graph., 2017

Guest Editorial Special Issue on Extreme Imaging.
IEEE Trans. Computational Imaging, 2017

Motion microscopy for visualizing and quantifying small motions.
Proc. Natl. Acad. Sci. USA, 2017

Visual Vibrometry: Estimating Material Properties from Small Motions in Video.
IEEE Trans. Pattern Anal. Mach. Intell., 2017

Smart, Sparse Contours to Represent and Edit Images.
CoRR, 2017

Reconstructing Video from Interferometric Measurements of Time-Varying Sources.
CoRR, 2017

Face Synthesis from Facial Identity Features.
CoRR, 2017

Eulerian video magnification and analysis.
Commun. ACM, 2017

Shape and Material from Sound.
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

MarrNet: 3D Shape Reconstruction via 2.5D Sketches.
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

Learning to See Physics via Visual De-animation.
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

Population Based Image Imputation.
Proceedings of the Information Processing in Medical Imaging, 2017

Generative Modeling of Audible Shapes for Object Perception.
Proceedings of the IEEE International Conference on Computer Vision, 2017

Turning Corners into Cameras: Principles and Methods.
Proceedings of the IEEE International Conference on Computer Vision, 2017

On the Effectiveness of Visible Watermarks.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Synthesizing Normalized Faces from Facial Identity Features.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

2016
Guest Editorial: Special Section on CVPR 2013.
IEEE Trans. Pattern Anal. Mach. Intell., 2016

Joint Inference in Weakly-Annotated Image Datasets via Dense Correspondence.
Int. J. Comput. Vis., 2016

Visual Dynamics: Probabilistic Future Frame Synthesis via Cross Convolutional Networks.
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

Learning a Probabilistic Latent Space of Object Shapes via 3D Generative-Adversarial Modeling.
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

Ambient Sound Provides Supervision for Visual Learning.
Proceedings of the Computer Vision - ECCV 2016, 2016

Single Image 3D Interpreter Network.
Proceedings of the Computer Vision - ECCV 2016, 2016

Visually Indicated Sounds.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Computational Imaging for VLBI Image Reconstruction.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

A Comparative Evaluation of Approximate Probabilistic Simulation and Deep Neural Networks as Accounts of Human Physical Scene Understanding.
Proceedings of the 38th Annual Meeting of the Cognitive Science Society, 2016

Physics 101: Learning Physical Object Properties from Unlabeled Videos.
Proceedings of the British Machine Vision Conference 2016, 2016

2015
Deviation magnification: revealing departures from ideal geometries.
ACM Trans. Graph., 2015

A computational approach for obstruction-free photography.
ACM Trans. Graph., 2015

Revealing and modifying non-local variations in a single image.
ACM Trans. Graph., 2015

Understanding Intra-Class Knowledge Inside CNN.
CoRR, 2015

Galileo: Perceiving Physical Object Properties by Integrating a Physics Engine with Deep Learning.
Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015

Learning Ordinal Relationships for Mid-Level Vision.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

The aperture problem for refractive motion.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Reflection removal using ghosting cues.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Video magnification in presence of large motions.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Best-Buddies Similarity for robust template matching.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Visual vibrometry: Estimating material properties from small motions in video.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

2014
The visual microphone: passive recovery of sound from video.
ACM Trans. Graph., 2014

Style transfer for headshot portraits.
ACM Trans. Graph., 2014

Accidental Pinhole and Pinspeck Cameras - Revealing the Scene Outside the Picture.
Int. J. Comput. Vis., 2014

Shape and Illumination from Shading using the Generic Viewpoint Assumption.
Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014

Riesz pyramids for fast phase-based video magnification.
Proceedings of the 2014 IEEE International Conference on Computational Photography, 2014

Rethinking color cameras.
Proceedings of the 2014 IEEE International Conference on Computational Photography, 2014

Refraction Wiggles for Measuring Fluid Depth and Velocity from Video.
Proceedings of the Computer Vision - ECCV 2014, 2014

Seeing the Arrow of Time.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

Camouflaging an Object from Many Viewpoints.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

A Compositional Model for Low-Dimensional Image Set Representation.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

A Data-Driven Regularization Model for Stereo and Flow.
Proceedings of the 2nd International Conference on 3D Vision, 2014

2013
Phase-based video motion processing.
ACM Trans. Graph., 2013

Data-driven hallucination of different times of day from a single outdoor photo.
ACM Trans. Graph., 2013

Fabricating BRDFs at high spatial resolution using wave optics.
ACM Trans. Graph., 2013

Joint view expansion and filtering for automultiscopic 3D displays.
ACM Trans. Graph., 2013

Shape Anchors for Data-Driven Multi-view Reconstruction.
Proceedings of the IEEE International Conference on Computer Vision, 2013

Group Norm for Learning Structured SVMs with Unstructured Latent Variables.
Proceedings of the IEEE International Conference on Computer Vision, 2013

Estimating the Material Properties of Fabric from Video.
Proceedings of the IEEE International Conference on Computer Vision, 2013

2012
Eulerian video magnification for revealing subtle changes in the world.
ACM Trans. Graph., 2012

Image Restoration by Matching Gradient Distributions.
IEEE Trans. Pattern Anal. Mach. Intell., 2012

Exploiting compositionality to explore a large space of model structures.
Proceedings of the Twenty-Eighth Conference on Uncertainty in Artificial Intelligence, 2012

Annotation Propagation in Large Image Databases via Dense Image Correspondence.
Proceedings of the Computer Vision - ECCV 2012, 2012

Patch Complexity, Finite Pixel Correlations and Optimal Denoising.
Proceedings of the Computer Vision - ECCV 2012, 2012

Shapecollage: Occlusion-Aware, Example-Based Shape Interpretation.
Proceedings of the Computer Vision - ECCV 2012, 2012

Laser speckle photography for surface tampering detection.
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

2011
CG2Real: Improving the Realism of Computer Generated Images Using a Large Collection of Photographs.
IEEE Trans. Vis. Comput. Graph., 2011

Understanding Blind Deconvolution Algorithms.
IEEE Trans. Pattern Anal. Mach. Intell., 2011

A perfect 'match': technical perspective.
Commun. ACM, 2011

Where computer vision needs help from computer science.
Proceedings of the Twenty-Second Annual ACM-SIAM Symposium on Discrete Algorithms, 2011

Evaluation of image features using a photorealistic virtual world.
Proceedings of the IEEE International Conference on Computer Vision, 2011

Diffuse reflectance imaging with astronomical applications.
Proceedings of the IEEE International Conference on Computer Vision, 2011

Motion denoising with application to time-lapse photography.
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

Efficient marginal likelihood optimization in blind deconvolution.
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

Blur kernel estimation using the radon transform.
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

2010
Infinite Images: Creating and Exploring a Large Photorealistic Virtual Space.
Proc. IEEE, 2010

The Patch Transform.
IEEE Trans. Pattern Anal. Mach. Intell., 2010

Using the forest to see the trees: exploiting context for visual object detection and localization.
Commun. ACM, 2010

Nonparametric belief propagation.
Commun. ACM, 2010

A High-Quality Video Denoising Algorithm Based on Reliable Motion Estimation.
Proceedings of the Computer Vision, 2010

Latent hierarchical structural learning for object detection.
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

Part and appearance sharing: Recursive Compositional Models for multi-view.
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

Noise-optimal capture for high dynamic range photography.
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

A content-aware image prior.
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

A probabilistic image jigsaw puzzle solver.
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

Analyzing spatially-varying blur.
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

2009
4D frequency analysis of computational cameras for depth of field extension.
ACM Trans. Graph., 2009

Informative Sensing
CoRR, 2009

Nonparametric Bayesian Texture Learning and Synthesis.
Proceedings of the Advances in Neural Information Processing Systems 22: 23rd Annual Conference on Neural Information Processing Systems 2009. Proceedings of a meeting held 7-10 December 2009, 2009

Segmenting Scenes by Matching Image Composites.
Proceedings of the Advances in Neural Information Processing Systems 22: 23rd Annual Conference on Neural Information Processing Systems 2009. Proceedings of a meeting held 7-10 December 2009, 2009

Informative sensing of natural images.
Proceedings of the International Conference on Image Processing, 2009

Time-constrained photography.
Proceedings of the IEEE 12th International Conference on Computer Vision, ICCV 2009, Kyoto, Japan, September 27, 2009

Ground truth dataset and baseline evaluations for intrinsic image algorithms.
Proceedings of the IEEE 12th International Conference on Computer Vision, ICCV 2009, Kyoto, Japan, September 27, 2009

Understanding and evaluating blind deconvolution algorithms.
Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

2008
Motion-invariant photography.
ACM Trans. Graph., 2008

Signal and Image Processing with Belief Propagation [DSP Applications].
IEEE Signal Process. Mag., 2008

80 Million Tiny Images: A Large Data Set for Nonparametric Object and Scene Recognition.
IEEE Trans. Pattern Anal. Mach. Intell., 2008

Automatic Estimation and Removal of Noise from a Single Image.
IEEE Trans. Pattern Anal. Mach. Intell., 2008

Describing Visual Scenes Using Transformed Objects and Parts.
Int. J. Comput. Vis., 2008

LabelMe: A Database and Web-Based Tool for Image Annotation.
Int. J. Comput. Vis., 2008

Guest Editorial.
Int. J. Comput. Vis., 2008

SIFT Flow: Dense Correspondence across Different Scenes.
Proceedings of the Computer Vision, 2008

Understanding Camera Trade-Offs through a Bayesian Analysis of Light Field Projections.
Proceedings of the Computer Vision, 2008

Unsupervised discovery of visual object class hierarchies.
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

Creating and exploring a large photorealistic virtual space.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2008

Human-assisted motion annotation.
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

The patch transform and its applications to image editing.
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

2007
Image and depth from a conventional camera with a coded aperture.
ACM Trans. Graph., 2007

Sharing Visual Features for Multiclass and Multiview Object Detection.
IEEE Trans. Pattern Anal. Mach. Intell., 2007

Face Hallucination: Theory and Practice.
Int. J. Comput. Vis., 2007

Exploring Defocus Matting: Nonparametric Acceleration, Super-Resolution, and Off-Center Matting.
IEEE Computer Graphics and Applications, 2007

The Random Camera, the Coded Aperture Camera, and Other Cameras.
Proceedings of the Eurographics Symposium on Rendering Techniques, Grenoble, France, 2007, 2007

Object Recognition by Scene Alignment.
Proceedings of the Advances in Neural Information Processing Systems 20, 2007

A reliable skin mole localization scheme.
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007

What makes a good model of natural images?
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

Learning Gaussian Conditional Random Fields for Low-Level Vision.
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

2006
Removing camera shake from a single photograph.
ACM Trans. Graph., 2006

Analysis of Contour Motions.
Proceedings of the Advances in Neural Information Processing Systems 19, 2006

Estimating Intrinsic Component Images using Non-Linear Regression.
Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2006), 2006

Depth from Familiar Objects: A Hierarchical Model for 3D Scenes.
Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2006), 2006

Using Multiple Segmentations to Discover Objects and their Extent in Image Collections.
Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2006), 2006

Noise Estimation from a Single Image.
Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2006), 2006

Shared Features for Multiclass Object Detection.
Proceedings of the Toward Category-Level Object Recognition, 2006

Object Detection and Localization Using Local and Global Features.
Proceedings of the Toward Category-Level Object Recognition, 2006

2005
Motion magnification.
ACM Trans. Graph., 2005

Constructing free-energy approximations and generalized belief propagation algorithms.
IEEE Trans. Inf. Theory, 2005

Recovering Intrinsic Images from a Single Image.
IEEE Trans. Pattern Anal. Mach. Intell., 2005

Describing Visual Scenes using Transformed Dirichlet Processes.
Proceedings of the Advances in Neural Information Processing Systems 18 [Neural Information Processing Systems, 2005

Learning Hierarchical Models of Scenes, Objects, and Parts.
Proceedings of the 10th IEEE International Conference on Computer Vision (ICCV 2005), 2005

Discovering Objects and their Localization in Images.
Proceedings of the 10th IEEE International Conference on Computer Vision (ICCV 2005), 2005

An Ensemble Prior of Image Structure for Cross-Modal Inference.
Proceedings of the 10th IEEE International Conference on Computer Vision (ICCV 2005), 2005

2004
Contextual Models for Object Detection Using Boosted Random Fields.
Proceedings of the Advances in Neural Information Processing Systems 17 [Neural Information Processing Systems, 2004

Distributed Occlusion Reasoning for Tracking with Nonparametric Belief Propagation.
Proceedings of the Advances in Neural Information Processing Systems 17 [Neural Information Processing Systems, 2004

Single-frame text super-resolution: a bayesian approach.
Proceedings of the 2004 International Conference on Image Processing, 2004

Sharing Features: Efficient Boosting Procedures for Multiclass Object Detection.
Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2004), with CD-ROM, 27 June, 2004

Efficient Graphical Models for Processing Images.
Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2004), with CD-ROM, 27 June, 2004

Visual Hand Tracking Using Nonparametric Belief Propagation.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2004

2003
Learning style translation for the lines of a drawing.
ACM Trans. Graph., 2003

Guest Editors' Introduction to the Special Section on Graphical Models in Computer Vision.
IEEE Trans. Pattern Anal. Mach. Intell., 2003

Using the Forest to See the Trees: A Graphical Model Relating Features, Objects, and Scenes.
Proceedings of the Advances in Neural Information Processing Systems 16 [Neural Information Processing Systems, 2003

Efficient Multiscale Sampling from Products of Gaussian Mixtures.
Proceedings of the Advances in Neural Information Processing Systems 16 [Neural Information Processing Systems, 2003

Context-based vision system for place and object recognition.
Proceedings of the 9th IEEE International Conference on Computer Vision (ICCV 2003), 2003

Comparison of Graph Cuts with Belief Propagation for Stereo, using Identical MRF Parameters.
Proceedings of the 9th IEEE International Conference on Computer Vision (ICCV 2003), 2003

Properties and Applications of Shape Recipes.
Proceedings of the 2003 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2003), 2003

Nonparametric Belief Propagation.
Proceedings of the 2003 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2003), 2003

Shape-Time Photography.
Proceedings of the 2003 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2003), 2003

2002
Example-Based Super-Resolution.
IEEE Computer Graphics and Applications, 2002

Shape Recipes: Scene Representations that Refer to the Image.
Proceedings of the Advances in Neural Information Processing Systems 15 [Neural Information Processing Systems, 2002

2001
On the optimality of solutions of the max-product belief-propagation algorithm in arbitrary graphs.
IEEE Trans. Inf. Theory, 2001

Correctness of Belief Propagation in Gaussian Graphical Models of Arbitrary Topology.
Neural Comput., 2001

Image quilting for texture synthesis and transfer.
Proceedings of the 28th Annual Conference on Computer Graphics and Interactive Techniques, 2001

Teaching applied computing without programming: a case-based introductory course for general education.
Proceedings of the 32rd SIGCSE Technical Symposium on Computer Science Education, 2001

Learning Local Evidence for Shading and Reflectance.
Proceedings of the Eighth International Conference On Computer Vision (ICCV-01), Vancouver, British Columbia, Canada, July 7-14, 2001, 2001

2000
Separating Style and Content with Bilinear Models.
Neural Comput., 2000

Learning Low-Level Vision.
Int. J. Comput. Vis., 2000

Generalized Belief Propagation.
Proceedings of the Advances in Neural Information Processing Systems 13, 2000

Learning Joint Statistical Models for Audio-Visual Fusion and Segregation.
Proceedings of the Advances in Neural Information Processing Systems 13, 2000

Ausio-visual Segmentation and "The Cocktail Party Effect".
Proceedings of the Advances in Multimodal Interfaces, 2000

1999
Bayesian Reconstruction of 3D Human Motion from Single-Camera Video.
Proceedings of the Advances in Neural Information Processing Systems 12, [NIPS Conference, Denver, Colorado, USA, November 29, 1999

Learning Low-Level Vision.
Proceedings of the International Conference on Computer Vision, 1999

1998
Computer Vision for Interactive Computer Graphics.
IEEE Computer Graphics and Applications, 1998

Interfaces for humans (panel): natural interaction, tangible data, and beyond.
Proceedings of the ACM SIGGRAPH 98 Conference Abstracts and Applications, 1998

Learning to Estimate Scenes from Images.
Proceedings of the Advances in Neural Information Processing Systems 11, [NIPS Conference, Denver, Colorado, USA, November 30, 1998

A Factorization Approach to Grouping.
Proceedings of the Computer Vision, 1998

1997
Design galleries: a general approach to setting parameters for computer graphics and animation.
Proceedings of the 24th Annual Conference on Computer Graphics and Interactive Techniques, 1997

Bayesian Model of Surface Perception.
Proceedings of the Advances in Neural Information Processing Systems 10, 1997

Learning bilinear models for two-factor problems in vision.
Proceedings of the 1997 Conference on Computer Vision and Pattern Recognition (CVPR '97), 1997

1996
Exploiting the generic viewpoint assumption.
Int. J. Comput. Vis., 1996

Separating Style and Content.
Proceedings of the Advances in Neural Information Processing Systems 9, 1996

Example-based head tracking.
Proceedings of the 2nd International Conference on Automatic Face and Gesture Recognition (FG '96), 1996

Computer vision for computer games.
Proceedings of the 2nd International Conference on Automatic Face and Gesture Recognition (FG '96), 1996

1995
The steerable pyramid: a flexible architecture for multi-scale derivative computation.
Proceedings of the Proceedings 1995 International Conference on Image Processing, 1995

Bayesian Decision Theory, the Maximum Local Mass Estimate, and Color Constancy.
Proceedings of the Procedings of the Fifth International Conference on Computer Vision (ICCV 95), 1995

1994
An Animated On-Line Community with Artificial Agents.
IEEE Multim., 1994

Demonstration of an Interactive Multimedia Environment.
Computer, 1994

1993
Exploiting the generic view assumption to estimate scene parameters.
Proceedings of the Fourth International Conference on Computer Vision, 1993

1992
Shiftable multiscale transforms.
IEEE Trans. Inf. Theory, 1992

1991
The Design and Use of Steerable Filters.
IEEE Trans. Pattern Anal. Mach. Intell., 1991

Motion without movement.
Proceedings of the 18th Annual Conference on Computer Graphics and Interactive Techniques, 1991

1990
Steerable filters for early vision, image analysis, and wavelet decomposition.
Proceedings of the Third International Conference on Computer Vision, 1990


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