Alexei A. Efros

According to our database1, Alexei A. Efros authored at least 120 papers between 1994 and 2018.

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Bibliography

2018
SVBRDF-Invariant Shape and Reflectance Estimation from a Light-Field Camera.
IEEE Trans. Pattern Anal. Mach. Intell., 2018

3D Sketching using Multi-View Deep Volumetric Prediction.
PACMCGIT, 2018

CyCADA: Cycle-Consistent Adversarial Domain Adaptation.
Proceedings of the 35th International Conference on Machine Learning, 2018

Investigating Human Priors for Playing Video Games.
Proceedings of the 35th International Conference on Machine Learning, 2018

Conditional Networks for Few-Shot Semantic Segmentation.
Proceedings of the 6th International Conference on Learning Representations, 2018

Zero-Shot Visual Imitation.
Proceedings of the 6th International Conference on Learning Representations, 2018

Investigating Human Priors for Playing Video Games.
Proceedings of the 6th International Conference on Learning Representations, 2018

Improving Generalization via Scalable Neighborhood Component Analysis.
Proceedings of the Computer Vision - ECCV 2018, 2018

Audio-Visual Scene Analysis with Self-Supervised Multisensory Features.
Proceedings of the Computer Vision - ECCV 2018, 2018

Learning Category-Specific Mesh Reconstruction from Image Collections.
Proceedings of the Computer Vision - ECCV 2018, 2018

Fighting Fake News: Image Splice Detection via Learned Self-Consistency.
Proceedings of the Computer Vision - ECCV 2018, 2018

The Unreasonable Effectiveness of Deep Features as a Perceptual Metric.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Factoring Shape, Pose, and Layout From the 2D Image of a 3D Scene.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Multi-View Consistency as Supervisory Signal for Learning Shape and Pose Prediction.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Zero-Shot Visual Imitation.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018

From Lifestyle Vlogs to Everyday Interactions.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

2017
Real-time user-guided image colorization with learned deep priors.
ACM Trans. Graph., 2017

Light field video capture using a learning-based hybrid imaging system.
ACM Trans. Graph., 2017

A Century of Portraits: A Visual Historical Record of American High School Yearbooks.
IEEE Trans. Computational Imaging, 2017

BUILDUP: interactive creation of urban scenes from large photo collections.
Multimedia Tools Appl., 2017

Toward Multimodal Image-to-Image Translation.
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

Curiosity-driven Exploration by Self-supervised Prediction.
Proceedings of the 34th International Conference on Machine Learning, 2017

Unpaired Image-to-Image Translation Using Cycle-Consistent Adversarial Networks.
Proceedings of the IEEE International Conference on Computer Vision, 2017

Split-Brain Autoencoders: Unsupervised Learning by Cross-Channel Prediction.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Multi-view Supervision for Single-View Reconstruction via Differentiable Ray Consistency.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Learning Shape Abstractions by Assembling Volumetric Primitives.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Curiosity-Driven Exploration by Self-Supervised Prediction.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017

Image-to-Image Translation with Conditional Adversarial Networks.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

2016
Discovering Mid-level Visual Connections in Space and Time.
Proceedings of the Deep Learning and Convolutional Neural Networks for Medical Image Computing, 2016

Depth Estimation with Occlusion Modeling Using Light-Field Cameras.
IEEE Trans. Pattern Anal. Mach. Intell., 2016

Guest Editorial: Big Data.
International Journal of Computer Vision, 2016

KrishnaCam: Using a longitudinal, single-person, egocentric dataset for scene understanding tasks.
Proceedings of the 2016 IEEE Winter Conference on Applications of Computer Vision, 2016

Generative Visual Manipulation on the Natural Image Manifold.
Proceedings of the Computer Vision - ECCV 2016, 2016

View Synthesis by Appearance Flow.
Proceedings of the Computer Vision - ECCV 2016, 2016

Colorful Image Colorization.
Proceedings of the Computer Vision - ECCV 2016, 2016

A 4D Light-Field Dataset and CNN Architectures for Material Recognition.
Proceedings of the Computer Vision - ECCV 2016, 2016

Learning Dense Correspondence via 3D-Guided Cycle Consistency.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

SVBRDF-Invariant Shape and Reflectance Estimation from Light-Field Cameras.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Context Encoders: Feature Learning by Inpainting.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

2015
Data-Driven Objectness.
IEEE Trans. Pattern Anal. Mach. Intell., 2015

Unifying Color and Texture Transfer for Predictive Appearance Manipulation.
Comput. Graph. Forum, 2015

What makes Paris look like Paris?
Commun. ACM, 2015

A Century of Portraits: A Visual Historical Record of American High School Yearbooks.
Proceedings of the 2015 IEEE International Conference on Computer Vision Workshop, 2015

Learning a Discriminative Model for the Perception of Realism in Composite Images.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Learning Data-Driven Reflectance Priors for Intrinsic Image Decomposition.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Occlusion-Aware Depth Estimation Using Light-Field Cameras.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Unsupervised Visual Representation Learning by Context Prediction.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Linking Past to Present: Discovering Style in Two Centuries of Architecture.
Proceedings of the 2015 IEEE International Conference on Computational Photography, 2015

FlowWeb: Joint image set alignment by weaving consistent, pixel-wise correspondences.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Large-Scale Image Geolocalization.
Proceedings of the Multimodal Location Estimation of Videos and Images, 2015

2014
City Forensics: Using Visual Elements to Predict Non-Visual City Attributes.
IEEE Trans. Vis. Comput. Graph., 2014

AverageExplorer: interactive exploration and alignment of visual data collections.
ACM Trans. Graph., 2014

3D object manipulation in a single photograph using stock 3D models.
ACM Trans. Graph., 2014

Mirror mirror: crowdsourcing better portraits.
ACM Trans. Graph., 2014

Urban-Scale Quantitative Visual Analysis.
ERCIM News, 2014

Portraiture in the age of big data: technical perspective.
Commun. ACM, 2014

Data-driven visual computing.
Proceedings of the SIGGRAPH Asia 2014 Courses, Shenzhen, China, December 3-6, 2014, 2014

Context as Supervisory Signal: Discovering Objects with Predictable Context.
Proceedings of the Computer Vision - ECCV 2014, 2014

Seeing 3D Chairs: Exemplar Part-Based 2D-3D Alignment Using a Large Dataset of CAD Models.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

2013
On Visual Realism of Synthesized Imagery.
Proceedings of the IEEE, 2013

Mid-level Visual Element Discovery as Discriminative Mode Seeking.
Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013

Style-Aware Mid-level Representation for Discovering Visual Connections in Space and Time.
Proceedings of the IEEE International Conference on Computer Vision, 2013

2012
What makes Paris look like Paris?
ACM Trans. Graph., 2012

Estimating the Natural Illumination Conditions from a Single Outdoor Image.
International Journal of Computer Vision, 2012

Exemplar-SVMs for Visual Ob ject Detection, Label Transfer and Image Retrieval.
Proceedings of the 29th International Conference on Machine Learning, 2012

Unsupervised Discovery of Mid-Level Discriminative Patches.
Proceedings of the Computer Vision - ECCV 2012, 2012

Dating Historical Color Images.
Proceedings of the Computer Vision - ECCV 2012, 2012

Undoing the Damage of Dataset Bias.
Proceedings of the Computer Vision - ECCV 2012, 2012

Connecting Missing Links: Object Discovery from Sparse Observations Using 5 Million Product Images.
Proceedings of the Computer Vision - ECCV 2012, 2012

People Watching: Human Actions as a Cue for Single View Geometry.
Proceedings of the Computer Vision - ECCV 2012, 2012

How Important Are "Deformable Parts" in the Deformable Parts Model?
Proceedings of the Computer Vision - ECCV 2012. Workshops and Demonstrations, 2012

Scene Semantics from Long-Term Observation of People.
Proceedings of the Computer Vision - ECCV 2012, 2012

Object Instance Sharing by Enhanced Bounding Box Correspondence.
Proceedings of the British Machine Vision Conference, 2012

2011
Data-driven visual similarity for cross-domain image matching.
ACM Trans. Graph., 2011

Recovering Occlusion Boundaries from an Image.
International Journal of Computer Vision, 2011

Ensemble of exemplar-SVMs for object detection and beyond.
Proceedings of the IEEE International Conference on Computer Vision, 2011

Unbiased look at dataset bias.
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

From 3D scene geometry to human workspace.
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

2010
What Do the Sun and the Sky Tell Us About the Camera?
International Journal of Computer Vision, 2010

Detecting Ground Shadows in Outdoor Consumer Photographs.
Proceedings of the Computer Vision, 2010

Blocks World Revisited: Image Understanding Using Qualitative Geometry and Mechanics.
Proceedings of the Computer Vision, 2010

2009
Webcam clip art: appearance and illuminant transfer from time-lapse sequences.
ACM Trans. Graph., 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

Beyond Categories: The Visual Memex Model for Reasoning About Object Relationships.
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

Image composition for object pop-out.
Proceedings of the 12th IEEE International Conference on Computer Vision Workshops, 2009

Estimating natural illumination from a single outdoor image.
Proceedings of the IEEE 12th International Conference on Computer Vision, ICCV 2009, Kyoto, Japan, September 27, 2009

Image sequence geolocation with human travel priors.
Proceedings of the IEEE 12th International Conference on Computer Vision, ICCV 2009, Kyoto, Japan, September 27, 2009

Image matching in large scale indoor environment.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2009

An empirical study of context in object detection.
Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

2008
Image-based Shaving.
Comput. Graph. Forum, 2008

Scene completion using millions of photographs.
Commun. ACM, 2008

What Does the Sky Tell Us about the Camera?
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

Recognition by association via learning per-exemplar distances.
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

Closing the loop in scene interpretation.
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

IM2GPS: estimating geographic information from a single image.
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

Can similar scenes help surface layout estimation?
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2008

2007
Photo clip art.
ACM Trans. Graph., 2007

Scene completion using millions of photographs.
ACM Trans. Graph., 2007

Recovering Surface Layout from an Image.
International Journal of Computer Vision, 2007

Using Color Compatibility for Assessing Image Realism.
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007

Recovering Occlusion Boundaries from a Single Image.
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007

Improving Spatial Support for Objects via Multiple Segmentations.
Proceedings of the British Machine Vision Conference 2007, 2007

Detection of Multiple Deformable Objects using PCA-SIFT.
Proceedings of the Twenty-Second AAAI Conference on Artificial Intelligence, 2007

2006
Opportunistic Use of Vision to Push Back the Path-Planning Horizon.
Proceedings of the 2006 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2006

Discovering Texture Regularity as a Higher-Order Correspondence Problem.
Proceedings of the Computer Vision, 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

Putting Objects in Perspective.
Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2006), 2006

2005
A data-driven approach to quantifying natural human motion.
ACM Trans. Graph., 2005

Automatic photo pop-up.
ACM Trans. Graph., 2005

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

Geometric Context from a Single Image.
Proceedings of the 10th IEEE International Conference on Computer Vision (ICCV 2005), 2005

2004
Seeing through water.
Proceedings of the Advances in Neural Information Processing Systems 17 [Neural Information Processing Systems, 2004

Recovering Human Body Configurations: Combining Segmentation and Recognition.
Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2004), with CD-ROM, 27 June, 2004

2003
Recognizing Action at a Distance.
Proceedings of the 9th IEEE International Conference on Computer Vision (ICCV 2003), 2003

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

1999
Sensing under Uncertainty for Mobile Robots.
Journal of Intelligent and Robotic Systems, 1999

Texture Synthesis by Non-parametric Sampling.
ICCV, 1999

1996
Evolutionary teleomorphology.
Robotics and Autonomous Systems, 1996

1994
Bio-Based Control for Intelligent Autonomous Systems.
Proceedings of the Modelling and Planning for Sensor Based Intelligent Robot Systems [Dagstuhl Workshop, 1994


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