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Vishal M. Patel

A Transformer-Based Siamese Network for Change Detection


Jan 15, 2022
Wele Gedara Chaminda Bandara, Vishal M. Patel

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* Submitted to International Geoscience and Remote Sensing Symposium (IGARSS), 2022. 4 pages, 2 figures. Code & trained models are available at https://github.com/wgcban/ChangeFormer 
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LTT-GAN: Looking Through Turbulence by Inverting GANs


Dec 04, 2021
Kangfu Mei, Vishal M. Patel

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* Project Page: https://kfmei.page/LTT-GAN/ 
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Attentive Prototypes for Source-free Unsupervised Domain Adaptive 3D Object Detection


Dec 01, 2021
Deepti Hegde, Vishal M. Patel

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SketchEdit: Mask-Free Local Image Manipulation with Partial Sketches


Nov 30, 2021
Yu Zeng, Zhe Lin, Vishal M. Patel

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TransWeather: Transformer-based Restoration of Images Degraded by Adverse Weather Conditions


Nov 29, 2021
Jeya Maria Jose Valanarasu, Rajeev Yasarla, Vishal M. Patel

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* Project Page: https://jeya-maria-jose.github.io/transweather-web/ 
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Reference-based Magnetic Resonance Image Reconstruction Using Texture Transforme


Nov 18, 2021
Pengfei Guo, Vishal M. Patel

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Federated Test-Time Adaptive Face Presentation Attack Detection with Dual-Phase Privacy Preservation


Oct 25, 2021
Rui Shao, Bochao Zhang, Pong C. Yuen, Vishal M. Patel

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* Accepted by FG 2021. arXiv admin note: substantial text overlap with arXiv:2104.06595, arXiv:2005.14638 
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Multimodal Learning using Optimal Transport for Sarcasm and Humor Detection


Oct 21, 2021
Shraman Pramanick, Aniket Roy, Vishal M. Patel

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* Accepted to WACV 2022 
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Meta-UDA: Unsupervised Domain Adaptive Thermal Object Detection using Meta-Learning


Oct 07, 2021
Vibashan VS, Domenick Poster, Suya You, Shuowen Hu, Vishal M. Patel

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* Accepted to WACV 2022 
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R2D: Learning Shadow Removal to Enhance Fine-Context Shadow Detection


Sep 20, 2021
Jeya Maria Jose Valanarasu, Christina Chen, Vishal M. Patel

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SPIN Road Mapper: Extracting Roads from Aerial Images via Spatial and Interaction Space Graph Reasoning for Autonomous Driving


Sep 16, 2021
Wele Gedara Chaminda Bandara, Jeya Maria Jose Valanarasu, Vishal M. Patel

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* IEEE Conference of Robotics and Automation (ICRA) 2022 
 * Code available at: https://github.com/wgcban/SPIN_RoadMapper.git 
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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

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* 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

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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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