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Leveraging Local Patch Differences in Multi-Object Scenes for Generative Adversarial Attacks


Sep 20, 2022
Abhishek Aich, Shasha Li, Chengyu Song, M. Salman Asif, Srikanth V. Krishnamurthy, Amit K. Roy-Chowdhury

* Accepted at WACV 2023 (Round 1) 

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GAMA: Generative Adversarial Multi-Object Scene Attacks


Sep 20, 2022
Abhishek Aich, Calvin Khang-Ta, Akash Gupta, Chengyu Song, Srikanth V. Krishnamurthy, M. Salman Asif, Amit K. Roy-Chowdhury

* Accepted at NeurIPS 2022; First two authors contributed equally; Includes Supplementary Material 

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Cross-Modal Knowledge Transfer Without Task-Relevant Source Data


Sep 08, 2022
Sk Miraj Ahmed, Suhas Lohit, Kuan-Chuan Peng, Michael J. Jones, Amit K. Roy-Chowdhury


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Poisson2Sparse: Self-Supervised Poisson Denoising From a Single Image


Jun 04, 2022
Calvin-Khang Ta, Abhishek Aich, Akash Gupta, Amit K. Roy-Chowdhury


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A-ACT: Action Anticipation through Cycle Transformations


Apr 02, 2022
Akash Gupta, Jingen Liu, Liefeng Bo, Amit K. Roy-Chowdhury, Tao Mei


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Zero-Query Transfer Attacks on Context-Aware Object Detectors


Mar 29, 2022
Zikui Cai, Shantanu Rane, Alejandro E. Brito, Chengyu Song, Srikanth V. Krishnamurthy, Amit K. Roy-Chowdhury, M. Salman Asif

* CVPR 2022 Accepted 

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Controllable Dynamic Multi-Task Architectures


Mar 28, 2022
Dripta S. Raychaudhuri, Yumin Suh, Samuel Schulter, Xiang Yu, Masoud Faraki, Amit K. Roy-Chowdhury, Manmohan Chandraker

* Accepted at CVPR 2022 

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Context-Aware Transfer Attacks for Object Detection


Dec 06, 2021
Zikui Cai, Xinxin Xie, Shasha Li, Mingjun Yin, Chengyu Song, Srikanth V. Krishnamurthy, Amit K. Roy-Chowdhury, M. Salman Asif

* accepted to AAAI 2022 

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ADC: Adversarial attacks against object Detection that evade Context consistency checks


Oct 24, 2021
Mingjun Yin, Shasha Li, Chengyu Song, M. Salman Asif, Amit K. Roy-Chowdhury, Srikanth V. Krishnamurthy

* WCAV'22 Acceptted 

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Adversarial Attacks on Black Box Video Classifiers: Leveraging the Power of Geometric Transformations


Oct 05, 2021
Shasha Li, Abhishek Aich, Shitong Zhu, M. Salman Asif, Chengyu Song, Amit K. Roy-Chowdhury, Srikanth Krishnamurthy

* Accepted at NeurIPS 2021; First two authors contributed equally; includes Supplementary Material 

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