Oncel Tuzel

According to our database1, Oncel Tuzel authored at least 55 papers between 2005 and 2020.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Links

On csauthors.net:

Bibliography

2020
Least squares binary quantization of neural networks.
CoRR, 2020

2019
Data Parameters: A New Family of Parameters for Learning a Differentiable Curriculum.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

MVX-Net: Multimodal VoxelNet for 3D Object Detection.
Proceedings of the International Conference on Robotics and Automation, 2019

Learning Conditional Error Model for Simulated Time-Series Data.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

2018
Nonlinear Conjugate Gradients For Scaling Synchronous Distributed DNN Training.
CoRR, 2018

Divide, Denoise, and Defend against Adversarial Attacks.
CoRR, 2018

VoxelNet: End-to-End Learning for Point Cloud Based 3D Object Detection.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

2017
Attentional Network for Visual Object Detection.
CoRR, 2017

Learning from Simulated and Unsupervised Images through Adversarial Training.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

2016
Global-Local Face Upsampling Network.
CoRR, 2016

Unsupervised network pretraining via encoding human design.
Proceedings of the 2016 IEEE Winter Conference on Applications of Computer Vision, 2016

Coupled Generative Adversarial Networks.
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

High-accuracy user identification using EEG biometrics.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

Robust Face Alignment Using a Mixture of Invariant Experts.
Proceedings of the Computer Vision - ECCV 2016, 2016

Gaussian Conditional Random Field Network for Semantic Segmentation.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Deep Gaussian Conditional Random Field Network: A Model-Based Deep Network for Discriminative Denoising.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

A Multi-stream Bi-directional Recurrent Neural Network for Fine-Grained Action Detection.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

R-CNN for Small Object Detection.
Proceedings of the Computer Vision - ACCV 2016, 2016

2015
Unsupervised Deep Network Pretraining via Human Design.
CoRR, 2015

Efficient Upsampling of Natural Images.
CoRR, 2015

Layered Interpretation of Street View Images.
Proceedings of the Robotics: Science and Systems XI, Sapienza University of Rome, 2015

Deep hierarchical parsing for semantic segmentation.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

2014
Semi-Supervised Kernel Mean Shift Clustering.
IEEE Trans. Pattern Anal. Mach. Intell., 2014

Entropy-Rate Clustering: Cluster Analysis via Maximizing a Submodular Function Subject to a Matroid Constraint.
IEEE Trans. Pattern Anal. Mach. Intell., 2014

Detecting 3D geometric boundaries of indoor scenes under varying lighting.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2014

Recursive Context Propagation Network for Semantic Scene Labeling.
Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014

Learning to Rank 3D Features.
Proceedings of the Computer Vision - ECCV 2014, 2014

2013
Joint Geodesic Upsampling of Depth Images.
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

2012
Fast object localization and pose estimation in heavy clutter for robotic bin picking.
I. J. Robotics Res., 2012

Voting-based pose estimation for robotic assembly using a 3D sensor.
Proceedings of the IEEE International Conference on Robotics and Automation, 2012

Variable focus video: Reconstructing depth and video for dynamic scenes.
Proceedings of the 2012 IEEE International Conference on Computational Photography, 2012

Motion-Aware Structured Light Using Spatio-Temporal Decodable Patterns.
Proceedings of the Computer Vision - ECCV 2012, 2012

2011
Compressed Inference for Probabilistic Sequential Models.
Proceedings of the UAI 2011, 2011

Finding a needle in a specular haystack.
Proceedings of the IEEE International Conference on Robotics and Automation, 2011

Entropy rate superpixel segmentation.
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

2010
Pose estimation in heavy clutter using a multi-flash camera.
Proceedings of the IEEE International Conference on Robotics and Automation, 2010

Image Invariants for Smooth Reflective Surfaces.
Proceedings of the Computer Vision, 2010

P2Pi: A Minimal Solution for Registration of 3D Points to 3D Planes.
Proceedings of the Computer Vision - ECCV 2010, 2010

Specular surface reconstruction from sparse reflection correspondences.
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

Fast directional chamfer matching.
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

2009
PathMiner: A Web-Based Tool for Computer-Assisted Diagnostics in Pathology.
IEEE Trans. Information Technology in Biomedicine, 2009

A caGrid-Enabled, Learning Based Image Segmentation Method for Histopathology Specimens.
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009

Kernel methods for weakly supervised mean shift clustering.
Proceedings of the IEEE 12th International Conference on Computer Vision, ICCV 2009, Kyoto, Japan, September 27, 2009

2008
Pedestrian Detection via Classification on Riemannian Manifolds.
IEEE Trans. Pattern Anal. Mach. Intell., 2008

Automatic Image Analysis of Histopathology Specimens Using Concave Vertex Graph.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008

Learning on lie groups for invariant detection and tracking.
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

2007
Classification of hematologic malignancies using texton signatures.
Pattern Anal. Appl., 2007

Human Detection via Classification on Riemannian Manifolds.
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

2006
Fast Construction of Covariance Matrices for Arbitrary Size Image Windows.
Proceedings of the International Conference on Image Processing, 2006

Region Covariance: A Fast Descriptor for Detection and Classification.
Proceedings of the Computer Vision, 2006

Covariance Tracking using Model Update Based on Lie Algebra.
Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2006), 2006

2005
Multi-Kernel Object Tracking.
Proceedings of the 2005 IEEE International Conference on Multimedia and Expo, 2005

Simultaneous Multiple 3D Motion Estimation via Mode Finding on Lie Groups.
Proceedings of the 10th IEEE International Conference on Computer Vision (ICCV 2005), 2005

Object tracking in low-frame-rate video.
Proceedings of the Electronic Imaging: Image and Video Communications and Processing 2005, 2005

A Bayesian Approach to Background Modeling.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2005


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