Gregory Shakhnarovich

According to our database1, Gregory Shakhnarovich authored at least 70 papers between 2001 and 2019.

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Bibliography

2019
Semantic Speech Retrieval With a Visually Grounded Model of Untranscribed Speech.
IEEE/ACM Trans. Audio, Speech & Language Processing, 2019

2018
American Sign Language fingerspelling recognition in the wild.
CoRR, 2018

Regularizing Deep Networks by Modeling and Predicting Label Structure.
CoRR, 2018

Confidence from Invariance to Image Transformations.
CoRR, 2018

Task-Driven Super Resolution: Object Detection in Low-resolution Images.
CoRR, 2018

Discriminability objective for training descriptive captions.
CoRR, 2018

Deep Back-Projection Networks For Super-Resolution.
CoRR, 2018

Self-Supervised Relative Depth Learning for Urban Scene Understanding.
Proceedings of the Computer Vision - ECCV 2018, 2018

Regularizing Deep Networks by Modeling and Predicting Label Structure.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Discriminability Objective for Training Descriptive Captions.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Semantic Speech Retrieval With a Visually Grounded Model of Untranscribed Speech.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018

Deep Back-Projection Networks for Super-Resolution.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

2017
Lexicon-free fingerspelling recognition from video: Data, models, and signer adaptation.
Computer Speech & Language, 2017

Self-Supervised Depth Learning for Urban Scene Understanding.
CoRR, 2017

Semantic keyword spotting by learning from images and speech.
CoRR, 2017

Training Deep Networks to be Spatially Sensitive.
CoRR, 2017

Comprehension-guided referring expressions.
CoRR, 2017

Colorization as a Proxy Task for Visual Understanding.
CoRR, 2017

Visually grounded learning of keyword prediction from untranscribed speech.
CoRR, 2017

Visually Grounded Learning of Keyword Prediction from Untranscribed Speech.
Proceedings of the Interspeech 2017, 2017

Training Deep Networks to be Spatially Sensitive.
Proceedings of the IEEE International Conference on Computer Vision, 2017

Comprehension-Guided Referring Expressions.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Colorization as a Proxy Task for Visual Understanding.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

2016
Examining the Impact of Blur on Recognition by Convolutional Networks.
CoRR, 2016

Diverse Sampling for Self-Supervised Learning of Semantic Segmentation.
CoRR, 2016

FractalNet: Ultra-Deep Neural Networks without Residuals.
CoRR, 2016

Learning Representations for Automatic Colorization.
CoRR, 2016

Depth from a Single Image by Harmonizing Overcomplete Local Network Predictions.
CoRR, 2016

Lexicon-Free Fingerspelling Recognition from Video: Data, Models, and Signer Adaptation.
CoRR, 2016

Depth from a Single Image by Harmonizing Overcomplete Local Network Predictions.
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

Learning Representations for Automatic Colorization.
Proceedings of the Computer Vision - ECCV 2016, 2016

2015
Feedforward semantic segmentation with zoom-out features.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

2014
Part and Attribute Discovery from Relative Annotations.
International Journal of Computer Vision, 2014

Feedforward semantic segmentation with zoom-out features.
CoRR, 2014

A Consistent Estimator of the Expected Gradient Outerproduct.
Proceedings of the Thirtieth Conference on Uncertainty in Artificial Intelligence, 2014

Discriminative Metric Learning by Neighborhood Gerrymandering.
Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014

Knowing a Good HOG Filter When You See It: Efficient Selection of Filters for Detection.
Proceedings of the Computer Vision - ECCV 2014, 2014

2013
Fingerspelling Recognition with Semi-Markov Conditional Random Fields.
Proceedings of the IEEE International Conference on Computer Vision, 2013

A Systematic Exploration of Diversity in Machine Translation.
Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing, 2013

Discriminative Re-ranking of Diverse Segmentations.
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

Image Segmentation by Cascaded Region Agglomeration.
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

Part Discovery from Partial Correspondence.
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

2012
Viewpoint-aware object detection and continuous pose estimation.
Image Vision Comput., 2012

American sign language fingerspelling recognition with phonological feature-based tandem models.
Proceedings of the 2012 IEEE Spoken Language Technology Workshop (SLT), 2012

Part Annotations via Pairwise Correspondence.
Proceedings of the 4th Human Computation Workshop, 2012

Diverse M-Best Solutions in Markov Random Fields.
Proceedings of the Computer Vision - ECCV 2012, 2012

2011
Viewpoint-aware object detection and pose estimation.
Proceedings of the IEEE International Conference on Computer Vision, 2011

Face Recognition in Subspaces.
Proceedings of the Handbook of Face Recognition, 2nd Edition., 2011

2010
Sparse Coding for Learning Interpretable Spatio-Temporal Primitives.
Proceedings of the Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010. Proceedings of a meeting held 6-9 December 2010, 2010

2009
Discovery of phosphorylation motif mixtures in phosphoproteomics data.
Bioinformatics, 2009

2008
Nearest-Neighbor Methods in Learning and Vision.
IEEE Trans. Neural Networks, 2008

A Slicing-Based Coherence Measure for Clusters of DTI Integral Curves.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008

2006
Nonlinear physically-based models for decoding motor-cortical population activity.
Proceedings of the Advances in Neural Information Processing Systems 19, 2006

An investigation of computational and informational limits in Gaussian mixture clustering.
Proceedings of the Machine Learning, 2006

Conditional Random People: Tracking Humans with CRFs and Grid Filters.
Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2006), 2006

2005
Learning task-specific similarity.
PhD thesis, 2005

Learning silhouette features for control of human motion.
ACM Trans. Graph., 2005

Avoiding the "Streetlight Effect": Tracking by Exploring Likelihood Modes.
Proceedings of the 10th IEEE International Conference on Computer Vision (ICCV 2005), 2005

Face Recognition with Image Sets Using Manifold Density Divergence.
Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 2005

2004
Learning silhouette features for control of human motion.
Proceedings of the 31. International Conference on Computer Graphics and Interactive Techniques, 2004

Virtual Visual Hulls: Example-Based 3D Shape Inference from Silhouettes.
Proceedings of the Statistical Methods in Video Processing, 2004

2003
Fast Pose Estimation with Parameter-Sensitive Hashing.
Proceedings of the 9th IEEE International Conference on Computer Vision (ICCV 2003), 2003

Inferring 3D Structure with a Statistical Image-Based Shape Model.
Proceedings of the 9th IEEE International Conference on Computer Vision (ICCV 2003), 2003

A Bayesian Approach to Image-Based Visual Hull Reconstruction.
Proceedings of the 2003 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2003), 2003

2002
Boosted Dyadic Kernel Discriminants.
Proceedings of the Advances in Neural Information Processing Systems 15 [Neural Information Processing Systems, 2002

A Unified Learning Framework for Real Time Face Detection and Classification.
Proceedings of the 5th IEEE International Conference on Automatic Face and Gesture Recognition (FGR 2002), 2002

On Probabilistic Combination of Face and Gait Cues for Identification.
Proceedings of the 5th IEEE International Conference on Automatic Face and Gesture Recognition (FGR 2002), 2002

Face Recognition from Long-Term Observations.
Proceedings of the Computer Vision, 2002

2001
Smoothed Bootstrap and Statistical Data Cloning for Classifier Evaluation.
Proceedings of the Eighteenth International Conference on Machine Learning (ICML 2001), Williams College, Williamstown, MA, USA, June 28, 2001

Integrated Face and Gait Recognition From Multiple Views.
Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2001), 2001


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