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NSGANetV2: Evolutionary Multi-Objective Surrogate-Assisted Neural Architecture Search

Jul 20, 2020
Zhichao Lu, Kalyanmoy Deb, Erik Goodman, Wolfgang Banzhaf, Vishnu Naresh Boddeti

* Accepted for oral presentation at ECCV 2020 

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Neural Architecture Transfer

May 12, 2020
Zhichao Lu, Gautam Sreekumar, Erik Goodman, Wolfgang Banzhaf, Kalyanmoy Deb, Vishnu Naresh Boddeti

* 17 pages 

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MUXConv: Information Multiplexing in Convolutional Neural Networks

Apr 07, 2020
Zhichao Lu, Kalyanmoy Deb, Vishnu Naresh Boddeti

* CVPR 2020 

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HERS: Homomorphically Encrypted Representation Search

Mar 27, 2020
Joshua J. Engelsma, Anil K. Jain, Vishnu Naresh Boddeti

* 25 pages 

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Multi-Criterion Evolutionary Design of Deep Convolutional Neural Networks

Dec 03, 2019
Zhichao Lu, Ian Whalen, Yashesh Dhebar, Kalyanmoy Deb, Erik Goodman, Wolfgang Banzhaf, Vishnu Naresh Boddeti

* 15 pages 

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On the Global Optima of Kernelized Adversarial Representation Learning

Oct 16, 2019
Bashir Sadeghi, Runyi Yu, Vishnu Naresh Boddeti

* Accepted for publication at ICCV 2019. This version includes additional theoretical and experimental analysis 

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Mitigating Information Leakage in Image Representations: A Maximum Entropy Approach

Apr 11, 2019
Proteek Chandan Roy, Vishnu Naresh Boddeti

* Accepted for oral presentation at CVPR 2019 

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RankGAN: A Maximum Margin Ranking GAN for Generating Faces

Dec 19, 2018
Rahul Dey, Felix Juefei-Xu, Vishnu Naresh Boddeti, Marios Savvides

* Best Student Paper Award at Asian Conference on Computer Vision (ACCV), 2018 at Perth, Australia. Includes main paper and supplementary material. Total 32 pages including references 

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Secure Face Matching Using Fully Homomorphic Encryption

Jul 13, 2018
Vishnu Naresh Boddeti

* BTAS 2018 

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Gesture-based Bootstrapping for Egocentric Hand Segmentation

Jun 11, 2018
Yubo Zhang, Vishnu Naresh Boddeti, Kris M. Kitani


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Perturbative Neural Networks

Jun 05, 2018
Felix Juefei-Xu, Vishnu Naresh Boddeti, Marios Savvides

* To appear in CVPR 2018. http://xujuefei.com/pnn.html 

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On the Intrinsic Dimensionality of Face Representation

Mar 26, 2018
Sixue Gong, Vishnu Naresh Boddeti, Anil K. Jain


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On the Capacity of Face Representation

Feb 15, 2018
Sixue Gong, Vishnu Naresh Boddeti, Anil K. Jain


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Efficient K-Shot Learning with Regularized Deep Networks

Oct 06, 2017
Donghyun Yoo, Haoqi Fan, Vishnu Naresh Boddeti, Kris M. Kitani


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Privacy-Preserving Visual Learning Using Doubly Permuted Homomorphic Encryption

Jul 28, 2017
Ryo Yonetani, Vishnu Naresh Boddeti, Kris M. Kitani, Yoichi Sato

* To appear in ICCV 2017 

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Face Alignment Robust to Pose, Expressions and Occlusions

Jul 19, 2017
Vishnu Naresh Boddeti, Myung-Cheol Roh, Jongju Shin, Takaharu Oguri, Takeo Kanade


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Local Binary Convolutional Neural Networks

Jul 01, 2017
Felix Juefei-Xu, Vishnu Naresh Boddeti, Marios Savvides

* To appear in CVPR 2017 as Spotlight 

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Visual Compiler: Synthesizing a Scene-Specific Pedestrian Detector and Pose Estimator

Dec 15, 2016
Namhoon Lee, Xinshuo Weng, Vishnu Naresh Boddeti, Yu Zhang, Fares Beainy, Kris Kitani, Takeo Kanade

* submitted to CVPR 2017 

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Zero-Aliasing Correlation Filters for Object Recognition

Nov 19, 2014
Joseph A. Fernandez, Vishnu Naresh Boddeti, Andres Rodriguez, B. V. K. Vijaya Kumar

* 14 pages, to appear in IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI) 

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Maximum Margin Vector Correlation Filter

Apr 24, 2014
Vishnu Naresh Boddeti, B. V. K. Vijaya Kumar

* 8 pages 

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