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Adversarially Robust One-class Novelty Detection


Aug 25, 2021
Shao-Yuan Lo, Poojan Oza, Vishal M. Patel


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A Synthesis-Based Approach for Thermal-to-Visible Face Verification


Aug 21, 2021
Neehar Peri, Joshua Gleason, Carlos D. Castillo, Thirimachos Bourlai, Vishal M. Patel, Rama Chellappa


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Image Fusion Transformer


Aug 05, 2021
Vibashan VS, Jeya Maria Jose Valanarasu, Poojan Oza, Vishal M. Patel


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Heterogeneous Face Frontalization via Domain Agnostic Learning


Jul 17, 2021
Xing Di, Shuowen Hu, Vishal M. Patel

* This work is accepted in IEEE conference on Automatic Face and Gesture Recognition 2021 (FG2021) 

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Lidar Light Scattering Augmentation (LISA): Physics-based Simulation of Adverse Weather Conditions for 3D Object Detection


Jul 14, 2021
Velat Kilic, Deepti Hegde, Vishwanath Sindagi, A. Brinton Cooper, Mark A. Foster, Vishal M. Patel


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Hyperspectral Pansharpening Based on Improved Deep Image Prior and Residual Reconstruction


Jul 06, 2021
Wele Gedara Chaminda Bandara, Jeya Maria Jose Valanarasu, Vishal M. Patel


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Over-and-Under Complete Convolutional RNN for MRI Reconstruction


Jun 25, 2021
Pengfei Guo, Jeya Maria Jose Valanarasu, Puyang Wang, Jinyuan Zhou, Shanshan Jiang, Vishal M. Patel

* Accepted to MICCAI 2021 

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Unsupervised Domain Adaption of Object Detectors: A Survey


May 27, 2021
Poojan Oza, Vishwanath A. Sindagi, Vibashan VS, Vishal M. Patel


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Federated Learning-based Active Authentication on Mobile Devices


Apr 14, 2021
Poojan Oza, Vishal M. Patel


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Federated Generalized Face Presentation Attack Detection


Apr 14, 2021
Rui Shao, Pramuditha Perera, Pong C. Yuen, Vishal M. Patel

* arXiv admin note: substantial text overlap with arXiv:2005.14638 

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Simultaneous Face Hallucination and Translation for Thermal to Visible Face Verification using Axial-GAN


Apr 13, 2021
Rakhil Immidisetti, Shuowen Hu, Vishal M. Patel


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Multimodal Face Synthesis from Visual Attributes


Apr 09, 2021
Xing Di, Vishal M. Patel

* IEEE Transactions on Biometrics, Behavior, and Identity Science (T-BIOM) submission 

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MeGA-CDA: Memory Guided Attention for Category-Aware Unsupervised Domain Adaptive Object Detection


Apr 03, 2021
Vibashan VS, Vikram Gupta, Poojan Oza, Vishwanath A. Sindagi, Vishal M. Patel

* Accepted to CVPR 2021 

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Multi-institutional Collaborations for Improving Deep Learning-based Magnetic Resonance Image Reconstruction Using Federated Learning


Mar 10, 2021
Pengfei Guo, Puyang Wang, Jinyuan Zhou, Shanshan Jiang, Vishal M. Patel

* Accepted at CVPR 2021 

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Multi-Feature Multi-Scale CNN-Derived COVID-19 Classification from Lung Ultrasound Data


Feb 23, 2021
Hui Che, Jared Radbel, Jag Sunderram, John L. Nosher, Vishal M. Patel, Ilker Hacihaliloglu


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Medical Transformer: Gated Axial-Attention for Medical Image Segmentation


Feb 21, 2021
Jeya Maria Jose Valanarasu, Poojan Oza, Ilker Hacihaliloglu, Vishal M. Patel


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Error Diffusion Halftoning Against Adversarial Examples


Jan 23, 2021
Shao-Yuan Lo, Vishal M. Patel


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One-Class Classification: A Survey


Jan 08, 2021
Pramuditha Perera, Poojan Oza, Vishal M. Patel


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A Large-Scale, Time-Synchronized Visible and Thermal Face Dataset


Jan 07, 2021
Domenick Poster, Matthew Thielke, Robert Nguyen, Srinivasan Rajaraman, Xing Di, Cedric Nimpa Fondje, Vishal M. Patel, Nathaniel J. Short, Benjamin S. Riggan, Nasser M. Nasrabadi, Shuowen Hu


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Overcomplete Representations Against Adversarial Videos


Dec 08, 2020
Shao-Yuan Lo, Jeya Maria Jose Valanarasu, Vishal M. Patel


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Image Inpainting with Contextual Reconstruction Loss


Nov 25, 2020
Yu Zeng, Zhe Lin, Huchuan Lu, Vishal M. Patel


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Overcomplete Deep Subspace Clustering Networks


Nov 16, 2020
Jeya Maria Jose Valanarasu, Vishal M. Patel

* WACV 2021 

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Deep Image Compositing


Nov 04, 2020
He Zhang, Jianming Zhang, Federico Perazzi, Zhe Lin, Vishal M. Patel

* WACV-2021. A better portrait segmentation technology has been shipped in Photoshop 2020. Check this out if you are not sure how to use it. https://www.youtube.com/watch?v=v_kitSYKr3s&t=138s 

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