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SketchGraphs: A Large-Scale Dataset for Modeling Relational Geometry in Computer-Aided Design


Jul 16, 2020
Ari Seff, Yaniv Ovadia, Wenda Zhou, Ryan P. Adams


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Discrete Object Generation with Reversible Inductive Construction


Jul 18, 2019
Ari Seff, Wenda Zhou, Farhan Damani, Abigail Doyle, Ryan P. Adams


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Continual Learning in Generative Adversarial Nets


May 23, 2017
Ari Seff, Alex Beatson, Daniel Suo, Han Liu


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Learning from Maps: Visual Common Sense for Autonomous Driving


Dec 07, 2016
Ari Seff, Jianxiong Xiao


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LSUN: Construction of a Large-scale Image Dataset using Deep Learning with Humans in the Loop


Jun 04, 2016
Fisher Yu, Ari Seff, Yinda Zhang, Shuran Song, Thomas Funkhouser, Jianxiong Xiao


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DeepDriving: Learning Affordance for Direct Perception in Autonomous Driving


Sep 26, 2015
Chenyi Chen, Ari Seff, Alain Kornhauser, Jianxiong Xiao


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Improving Computer-aided Detection using Convolutional Neural Networks and Random View Aggregation


Sep 15, 2015
Holger R. Roth, Le Lu, Jiamin Liu, Jianhua Yao, Ari Seff, Kevin Cherry, Lauren Kim, Ronald M. Summers

* IEEE Transactions on Medical Imaging, 28 September 2015, Volume:PP, Issue: 99 
* 2D vs 2.5D vs 3D inputs and comparison to other standard classifiers such as SVM have been addressed by more experimentation and two completely new sections and figures. Results and Discussions have been updated accordingly 

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Interleaved Text/Image Deep Mining on a Large-Scale Radiology Database for Automated Image Interpretation


May 04, 2015
Hoo-Chang Shin, Le Lu, Lauren Kim, Ari Seff, Jianhua Yao, Ronald M. Summers


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Anatomy-specific classification of medical images using deep convolutional nets


Apr 15, 2015
Holger R. Roth, Christopher T. Lee, Hoo-Chang Shin, Ari Seff, Lauren Kim, Jianhua Yao, Le Lu, Ronald M. Summers

* Biomedical Imaging (ISBI), 2015 IEEE 12th International Symposium on Year: 2015 Pages: 101 - 104 
* Presented at: 2015 IEEE International Symposium on Biomedical Imaging, April 16-19, 2015, New York Marriott at Brooklyn Bridge, NY, USA 

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2D View Aggregation for Lymph Node Detection Using a Shallow Hierarchy of Linear Classifiers


Aug 14, 2014
Ari Seff, Le Lu, Kevin M. Cherry, Holger Roth, Jiamin Liu, Shijun Wang, Joanne Hoffman, Evrim B. Turkbey, Ronald M. Summers

* This article will be presented at MICCAI (Medical Image Computing and Computer-Assisted Intervention) 2014 

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A New 2.5D Representation for Lymph Node Detection using Random Sets of Deep Convolutional Neural Network Observations


Jun 06, 2014
Holger R. Roth, Le Lu, Ari Seff, Kevin M. Cherry, Joanne Hoffman, Shijun Wang, Jiamin Liu, Evrim Turkbey, Ronald M. Summers

* Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014 Volume 8673 of the series Lecture Notes in Computer Science pp 520-527 
* This article will be presented at MICCAI (Medical Image Computing and Computer-Assisted Interventions) 2014 

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