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Gerard Medioni

University of Southern California

Synthetic Data for Model Selection


May 03, 2021
Matan Fintz, Alon Shoshan, Nadav Bhonker, Igor Kviatkovsky, Gerard Medioni


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Energy-Based Learning for Scene Graph Generation


Mar 03, 2021
Mohammed Suhail, Abhay Mittal, Behjat Siddiquie, Chris Broaddus, Jayan Eledath, Gerard Medioni, Leonid Sigal


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GAN-Control: Explicitly Controllable GANs


Jan 07, 2021
Alon Shoshan, Nadav Bhonker, Igor Kviatkovsky, Gerard Medioni


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From Real to Synthetic and Back: Synthesizing Training Data for Multi-Person Scene Understanding


Jun 03, 2020
Igor Kviatkovsky, Nadav Bhonker, Gerard Medioni


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AOWS: Adaptive and optimal network width search with latency constraints


May 21, 2020
Maxim Berman, Leonid Pishchulin, Ning Xu, Matthew B. Blaschko, Gerard Medioni

* Accepted to CVPR 2020 (oral) 

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Multi-Task Learning from Videos via Efficient Inter-Frame Attention


Feb 18, 2020
Donghyun Kim, Tian Lan, Chuhang Zou, Ning Xu, Bryan A. Plummer, Stan Sclaroff, Jayan Eledath, Gerard Medioni


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Extreme 3D Face Reconstruction: Seeing Through Occlusions


Mar 29, 2018
Anh Tuan Tran, Tal Hassner, Iacopo Masi, Eran Paz, Yuval Nirkin, Gerard Medioni

* Accepted to CVPR'18. Previously titled: "Extreme 3D Face Reconstruction: Looking Past Occlusions" 

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ExpNet: Landmark-Free, Deep, 3D Facial Expressions


Feb 02, 2018
Feng-Ju Chang, Anh Tuan Tran, Tal Hassner, Iacopo Masi, Ram Nevatia, Gerard Medioni

* Accepted to the IEEE International Conference on Automatic Face and Gesture Recognition, 2018 

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FacePoseNet: Making a Case for Landmark-Free Face Alignment


Aug 31, 2017
Fengju Chang, Anh Tuan Tran, Tal Hassner, Iacopo Masi, Ram Nevatia, Gerard Medioni


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On Face Segmentation, Face Swapping, and Face Perception


Apr 22, 2017
Yuval Nirkin, Iacopo Masi, Anh Tuan Tran, Tal Hassner, Gerard Medioni


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Deep 3D Face Identification


Mar 30, 2017
Donghyun Kim, Matthias Hernandez, Jongmoo Choi, Gerard Medioni

* 9 pages, 5 figures, 2 tables 

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Regressing Robust and Discriminative 3D Morphable Models with a very Deep Neural Network


Dec 15, 2016
Anh Tuan Tran, Tal Hassner, Iacopo Masi, Gerard Medioni


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Graph-Based Manifold Frequency Analysis for Denoising


Nov 29, 2016
Shay Deutsch, Antonio Ortega, Gerard Medioni


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Pooling Faces: Template based Face Recognition with Pooled Face Images


Jul 06, 2016
Tal Hassner, Iacopo Masi, Jungyeon Kim, Jongmoo Choi, Shai Harel, Prem Natarajan, Gerard Medioni

* Appeared in the IEEE Computer Society Workshop on Biometrics, IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), June, 2016 

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Capturing Dynamic Textured Surfaces of Moving Targets


Apr 11, 2016
Ruizhe Wang, Lingyu Wei, Etienne Vouga, Qixing Huang, Duygu Ceylan, Gerard Medioni, Hao Li

* 22 pages, 12 figures 

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Do We Really Need to Collect Millions of Faces for Effective Face Recognition?


Apr 11, 2016
Iacopo Masi, Anh Tuan Tran, Jatuporn Toy Leksut, Tal Hassner, Gerard Medioni


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Exploring Local Context for Multi-target Tracking in Wide Area Aerial Surveillance


Mar 28, 2016
Bor-Jeng Chen, Gerard Medioni


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Face Recognition Using Deep Multi-Pose Representations


Mar 23, 2016
Wael AbdAlmageed, Yue Wua, Stephen Rawlsa, Shai Harel, Tal Hassner, Iacopo Masi, Jongmoo Choi, Jatuporn Toy Leksut, Jungyeon Kim, Prem Natarajan, Ram Nevatia, Gerard Medioni

* WACV 2016 

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Facial Landmark Detection with Tweaked Convolutional Neural Networks


Mar 21, 2016
Yue Wu, Tal Hassner, KangGeon Kim, Gerard Medioni, Prem Natarajan

* First two authors had joint first authorship / equal contribution 

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A Closed-Form Solution to Tensor Voting: Theory and Applications


Jan 20, 2016
Tai-Pang Wu, Sai-Kit Yeung, Jiaya Jia, Chi-Keung Tang, Gerard Medioni

* TPAMI 34(8): 1482-1495 (2012) 
* Addendum appended to the TPAMI paper 

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Robust Multiple Manifolds Structure Learning


Jun 18, 2012
Dian Gong, Xuemei Zhao, Gerard Medioni

* ICML2012 

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