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Vishal M. Patel

Senior Member, IEEE

Over-and-Under Complete Convolutional RNN for MRI Reconstruction


Jun 16, 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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Exploring Overcomplete Representations for Single Image Deraining using CNNs


Oct 20, 2020
Rajeev Yasarla, Jeya Maria Jose Valanarasu, Vishal M. Patel


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KiU-Net: Overcomplete Convolutional Architectures for Biomedical Image and Volumetric Segmentation


Oct 04, 2020
Jeya Maria Jose Valanarasu, Vishwanath A. Sindagi, Ilker Hacihaliloglu, Vishal M. Patel

* Journal Extension of KiU-Net (MICCAI-2020) 

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MultAV: Multiplicative Adversarial Videos


Sep 17, 2020
Shao-Yuan Lo, Vishal M. Patel


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Completely Self-Supervised Crowd Counting via Distribution Matching


Sep 14, 2020
Deepak Babu Sam, Abhinav Agarwalla, Jimmy Joseph, Vishwanath A. Sindagi, R. Venkatesh Babu, Vishal M. Patel


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Defending Against Multiple and Unforeseen Adversarial Videos


Sep 11, 2020
Shao-Yuan Lo, Vishal M. Patel


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Open-set Adversarial Defense


Sep 02, 2020
Rui Shao, Pramuditha Perera, Pong C. Yuen, Vishal M. Patel

* Accepted by ECCV 2020 

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Confidence-guided Lesion Mask-based Simultaneous Synthesis of Anatomic and Molecular MR Images in Patients with Post-treatment Malignant Gliomas


Aug 06, 2020
Pengfei Guo, Puyang Wang, Rajeev Yasarla, Jinyuan Zhou, Vishal M. Patel, Shanshan Jiang

* Submit to IEEE TMI. arXiv admin note: text overlap with arXiv:2006.14761 

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Anomaly Detection-Based Unknown Face Presentation Attack Detection


Jul 11, 2020
Yashasvi Baweja, Poojan Oza, Pramuditha Perera, Vishal M. Patel


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Learning to Count in the Crowd from Limited Labeled Data


Jul 08, 2020
Vishwanath A. Sindagi, Rajeev Yasarla, Deepak Sam Babu, R. Venkatesh Babu, Vishal M. Patel

* Accepted at ECCV 2020 

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