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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

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* 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

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* 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

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* 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

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* 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

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* 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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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

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* WACV 2021

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Deep Image Compositing

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

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* 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

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* 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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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

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* 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

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* Accepted at ECCV 2020

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