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HyperSTAR: Task-Aware Hyperparameters for Deep Networks

May 21, 2020
Gaurav Mittal, Chang Liu, Nikolaos Karianakis, Victor Fragoso, Mei Chen, Yun Fu

* Published at CVPR 2020 (Oral) 

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Unsupervised Domain Adaptation for Object Detection via Cross-Domain Semi-Supervised Learning

Nov 24, 2019
Fuxun Yu, Di Wang, Yinpeng Chen, Nikolaos Karianakis, Pei Yu, Dimitrios Lymberopoulos, Xiang Chen


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Person Depth ReID: Robust Person Re-identification with Commodity Depth Sensors

May 28, 2017
Nikolaos Karianakis, Zicheng Liu, Yinpeng Chen, Stefano Soatto

* 13 pages, 6 figures, 5 tables 

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An Empirical Evaluation of Current Convolutional Architectures' Ability to Manage Nuisance Location and Scale Variability

Apr 28, 2016
Nikolaos Karianakis, Jingming Dong, Stefano Soatto

* 10 pages, 5 figures, 3 tables -- CVPR 2016, camera-ready version 

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Visual Scene Representations: Contrast, Scaling and Occlusion

Apr 17, 2015
Stefano Soatto, Jingming Dong, Nikolaos Karianakis

* UCLA Tech Report CSD140023, Nov. 12, 2014. Updated April 13, 2015 

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Boosting Convolutional Features for Robust Object Proposals

Mar 21, 2015
Nikolaos Karianakis, Thomas J. Fuchs, Stefano Soatto

* 9 pages, 4 figures, 2 tables, 42 references 

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