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Towards Learning Affine-Invariant Representations via Data-Efficient CNNs

Aug 31, 2019
Xenju Xu, Guanghui Wang, Alan Sullivan, Ziming Zhang


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Verification of Very Low-Resolution Faces Using An Identity-Preserving Deep Face Super-Resolution Network

Mar 26, 2019
Esra Ataer-Cansizoglu, Michael Jones, Ziming Zhang, Alan Sullivan


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Time-Delay Momentum: A Regularization Perspective on the Convergence and Generalization of Stochastic Momentum for Deep Learning

Mar 02, 2019
Ziming Zhang, Wenju Xu, Alan Sullivan


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Equilibrated Recurrent Neural Network: Neuronal Time-Delayed Self-Feedback Improves Accuracy and Stability

Mar 02, 2019
Ziming Zhang, Anil Kag, Alan Sullivan, Venkatesh Saligrama


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Sim-to-Real Transfer Learning using Robustified Controllers in Robotic Tasks involving Complex Dynamics

Sep 17, 2018
Jeroen van Baar, Alan Sullivan, Radu Cordorel, Devesh Jha, Diego Romeres, Daniel Nikovski

* 7 pages 

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Sem-GAN: Semantically-Consistent Image-to-Image Translation

Jul 12, 2018
Anoop Cherian, Alan Sullivan


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Deformable Part Networks

May 22, 2018
Ziming Zhang, Rongmei Lin, Alan Sullivan


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