Stephen Tyree

发表

Improving Landmark Localization with Semi-Supervised Learning

Sina Honari, Pavlo Molchanov, Stephen Tyree, 2017, 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition.

Parallel boosted regression trees for web search ranking

Stephen Tyree, Kilian Q. Weinberger, Jennifer Paykin, 2011, WWW.

Synthetically Trained Neural Networks for Learning Human-Readable Plans from Real-World Demonstrations

Stephen Tyree, Jan Kautz, Artem Molchanov, 2018, 2018 IEEE International Conference on Robotics and Automation (ICRA).

Compressed Support Vector Machines pdf

Stephen Tyree, Kilian Q. Weinberger, Zhixiang Eddie Xu, 2015, ArXiv.

Stochastic Neighbor Compression

Stephen Tyree, Matt J. Kusner, Kilian Q. Weinberger, 2014, ICML.

Non-linear Metric Learning

Stephen Tyree, Kilian Q. Weinberger, Gert R. G. Lanckriet, 2012, NIPS.

Strata-Gem: risk assessment through mission modeling

Stephen Tyree, John Hale, Kevin Clark, 2008, QoP '08.

GridSPiM: A Framework for Simple Locality and Containment in the Stochastic pi-Calculus

Stephen Tyree, John Hale, Trevor Sarratt, 2009, BICoB.

Predicting a multi-parametric probability map of active tumor extent using random forests

Stephen Tyree, Kilian Q. Weinberger, Tammie L. Benzinger, 2013, 2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Stephen Tyree: capstone

Stephen Tyree, S. Tyree, 2018 .

Approximation and Relaxation Approaches for Parallel and Distributed Machine Learning

Stephen Tyree, Stephen Tyree, 2014 .

Marginalizing Corrupted Features pdf

Stephen Tyree, Kilian Q. Weinberger, Laurens van der Maaten, 2014, ArXiv.

Compressing Convolutional Neural Networks pdf

Yixin Chen, Stephen Tyree, Wenlin Chen, 2015, ArXiv.

Compressing Convolutional Neural Networks in the Frequency Domain

Yixin Chen, Stephen Tyree, Wenlin Chen, 2015, KDD.

How to Close Sim-Real Gap? Transfer with Segmentation! pdf

Stephen Tyree, Jan Kautz, Qingyun Sun, 2020, ArXiv.

Pruning Convolutional Neural Networks for Resource Efficient Inference

Timo Aila, Pavlo Molchanov, Stephen Tyree, 2016, ICLR.

A Lightweight Approach for On-the-Fly Reflectance Estimation

Matthias Nießner, Pavlo Molchanov, Stephen Tyree, 2017, 2017 IEEE International Conference on Computer Vision (ICCV).

Stochastic Covariance Compression pdf

Stephen Tyree, Matt J. Kusner, Kilian Q. Weinberger, 2014, ArXiv.

Importance Estimation for Neural Network Pruning

Pavlo Molchanov, Stephen Tyree, Jan Kautz, 2019, 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

Towards selecting robust hand gestures for automotive interfaces

Pavlo Molchanov, Stephen Tyree, Jan Kautz, 2016, 2016 IEEE Intelligent Vehicles Symposium (IV).

Exact Gaussian Processes on a Million Data Points

Stephen Tyree, Andrew Gordon Wilson, Kilian Q. Weinberger, 2019, NeurIPS.

Learning with Marginalized Corrupted Features

Stephen Tyree, Kilian Q. Weinberger, Laurens van der Maaten, 2013, ICML.

Pruning Convolutional Neural Networks for Resource Efficient Transfer Learning pdf

Timo Aila, Pavlo Molchanov, Stephen Tyree, 2016, ArXiv.

Online Detection and Classification of Dynamic Hand Gestures with Recurrent 3D Convolutional Neural Networks

Pavlo Molchanov, Stephen Tyree, Jan Kautz, 2016, 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

Parallel Support Vector Machines in Practice pdf

Stephen Tyree, Kilian Q. Weinberger, John Tran, 2014, ArXiv.

Indirect Object-to-Robot Pose Estimation from an External Monocular RGB Camera pdf

Stephen Tyree, Jonathan Tremblay, Stan Birchfield, 2020, 2020 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS).

Reinforcement Learning through Asynchronous Advantage Actor-Critic on a GPU

Stephen Tyree, Jan Kautz, Jason Clemons, 2016, ICLR.

Sim-to-Real Transfer of Accurate Grasping with Eye-In-Hand Observations and Continuous Control pdf

Stephen Tyree, Jan Kautz, Iuri Frosio, 2017, ArXiv.

GA3C: GPU-based A3C for Deep Reinforcement Learning pdf

Stephen Tyree, Jan Kautz, Jason Clemons, 2016, ArXiv.

Compressing Neural Networks with the Hashing Trick

Yixin Chen, Stephen Tyree, Wenlin Chen, 2015, ICML.

Single-stage Keypoint-based Category-level Object Pose Estimation from an RGB Image pdf

Stephen Tyree, Patricio A. Vela, Jonathan Tremblay, 2021, ArXiv.

NViSII: A Scriptable Tool for Photorealistic Image Generation pdf

Stephen Tyree, Valerio Pascucci, Ingo Wald, 2021, ArXiv.

Multi-view Fusion for Multi-level Robotic Scene Understanding

Stephen Tyree, Patricio A. Vela, Jonathan Tremblay, 2021, 2021 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS).