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On Generating Transferable Targeted Perturbations


Mar 26, 2021
Muzammal Naseer, Salman Khan, Munawar Hayat, Fahad Shahbaz Khan, Fatih Porikli

* Source Code is available at https://github.com/Muzammal-Naseer/TTP 

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Orthogonal Projection Loss


Mar 25, 2021
Kanchana Ranasinghe, Muzammal Naseer, Munawar Hayat, Salman Khan, Fahad Shahbaz Khan


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Towards Open World Object Detection


Mar 03, 2021
K J Joseph, Salman Khan, Fahad Shahbaz Khan, Vineeth N Balasubramanian

* To appear in CVPR 2021 as an ORAL paper. Code is available in https://github.com/JosephKJ/OWOD 

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Exploring Complementary Strengths of Invariant and Equivariant Representations for Few-Shot Learning


Mar 01, 2021
Mamshad Nayeem Rizve, Salman Khan, Fahad Shahbaz Khan, Mubarak Shah

* accepted in CVPR 2021 

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ROAD: The ROad event Awareness Dataset for Autonomous Driving


Feb 25, 2021
Gurkirt Singh, Stephen Akrigg, Manuele Di Maio, Valentina Fontana, Reza Javanmard Alitappeh, Suman Saha, Kossar Jeddisaravi, Farzad Yousefi, Jacob Culley, Tom Nicholson, Jordan Omokeowa, Salman Khan, Stanislao Grazioso, Andrew Bradley, Giuseppe Di Gironimo, Fabio Cuzzolin

* 21 pages, dataset paper 

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Robust normalizing flows using Bernstein-type polynomials


Feb 06, 2021
Sameera Ramasinghe, Kasun Fernando, Salman Khan, Nick Barnes


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Multi-Stage Progressive Image Restoration


Feb 04, 2021
Syed Waqas Zamir, Aditya Arora, Salman Khan, Munawar Hayat, Fahad Shahbaz Khan, Ming-Hsuan Yang, Ling Shao


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Generative Multi-Label Zero-Shot Learning


Jan 28, 2021
Akshita Gupta, Sanath Narayan, Salman Khan, Fahad Shahbaz Khan, Ling Shao, Joost van de Weijer

* 10 pages, source code is available at https://github.com/akshitac8/Generative_MLZSL 

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Transformers in Vision: A Survey


Jan 04, 2021
Salman Khan, Muzammal Naseer, Munawar Hayat, Syed Waqas Zamir, Fahad Shahbaz Khan, Mubarak Shah

* 24 pages 

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How to train your conditional GAN: An approach using geometrically structured latent manifolds


Nov 30, 2020
Sameera Ramasinghe, Moshiur Farazi, Salman Khan, Nick Barnes, Stephen Gould


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Synthesizing the Unseen for Zero-shot Object Detection


Oct 19, 2020
Nasir Hayat, Munawar Hayat, Shafin Rahman, Salman Khan, Syed Waqas Zamir, Fahad Shahbaz Khan

* Accepted for publication at ACCV 2020 

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Meta-learning the Learning Trends Shared Across Tasks


Oct 19, 2020
Jathushan Rajasegaran, Salman Khan, Munawar Hayat, Fahad Shahbaz Khan, Mubarak Shah

* Code will be released at https://github.com/brjathu/PAMELA 

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Conditional Generative Modeling via Learning the Latent Space


Oct 09, 2020
Sameera Ramasinghe, Kanchana Ranasinghe, Salman Khan, Nick Barnes, Stephen Gould


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Trainable Structure Tensors for Autonomous Baggage Threat Detection Under Extreme Occlusion


Oct 05, 2020
Taimur Hassan, Samet Akcay, Mohammed Bennamoun, Salman Khan, Naoufel Werghi

* ACCV-2020 Camera Ready, Source Code: https://github.com/taimurhassan/TST 

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Attention Guided Semantic Relationship Parsing for Visual Question Answering


Oct 05, 2020
Moshiur Farazi, Salman Khan, Nick Barnes


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AIM 2020 Challenge on Real Image Super-Resolution: Methods and Results


Sep 25, 2020
Pengxu Wei, Hannan Lu, Radu Timofte, Liang Lin, Wangmeng Zuo, Zhihong Pan, Baopu Li, Teng Xi, Yanwen Fan, Gang Zhang, Jingtuo Liu, Junyu Han, Errui Ding, Tangxin Xie, Liang Cao, Yan Zou, Yi Shen, Jialiang Zhang, Yu Jia, Kaihua Cheng, Chenhuan Wu, Yue Lin, Cen Liu, Yunbo Peng, Xueyi Zou, Zhipeng Luo, Yuehan Yao, Zhenyu Xu, Syed Waqas Zamir, Aditya Arora, Salman Khan, Munawar Hayat, Fahad Shahbaz Khan, Keon-Hee Ahn, Jun-Hyuk Kim, Jun-Ho Choi, Jong-Seok Lee, Tongtong Zhao, Shanshan Zhao, Yoseob Han, Byung-Hoon Kim, JaeHyun Baek, Haoning Wu, Dejia Xu, Bo Zhou, Wei Guan, Xiaobo Li, Chen Ye, Hao Li, Haoyu Zhong, Yukai Shi, Zhijing Yang, Xiaojun Yang, Haoyu Zhong, Xin Li, Xin Jin, Yaojun Wu, Yingxue Pang, Sen Liu, Zhi-Song Liu, Li-Wen Wang, Chu-Tak Li, Marie-Paule Cani, Wan-Chi Siu, Yuanbo Zhou, Rao Muhammad Umer, Christian Micheloni, Xiaofeng Cong, Rajat Gupta, Keon-Hee Ahn, Jun-Hyuk Kim, Jun-Ho Choi, Jong-Seok Lee, Feras Almasri, Thomas Vandamme, Olivier Debeir

* European Conference on Computer Vision Workshops, 2020 

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Stylized Adversarial Defense


Jul 29, 2020
Muzammal Naseer, Salman Khan, Munawar Hayat, Fahad Shahbaz Khan, Fatih Porikli

* Code is available at this http https://github.com/Muzammal-Naseer/SAT 

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Self-supervised Knowledge Distillation for Few-shot Learning


Jun 17, 2020
Jathushan Rajasegaran, Salman Khan, Munawar Hayat, Fahad Shahbaz Khan, Mubarak Shah


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A Self-supervised Approach for Adversarial Robustness


Jun 08, 2020
Muzammal Naseer, Salman Khan, Munawar Hayat, Fahad Shahbaz Khan, Fatih Porikli

* CVPR-2020 (Oral). Code this http https://github.com/Muzammal-Naseer/NRP

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Cascaded Structure Tensor Framework for Robust Identification of Heavily Occluded Baggage Items from X-ray Scans


Apr 14, 2020
Taimur Hassan, Samet Akcay, Mohammed Bennamoun, Salman Khan, Naoufel Werghi


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Semi-supervised Learning for Few-shot Image-to-Image Translation


Apr 02, 2020
Yaxing Wang, Salman Khan, Abel Gonzalez-Garcia, Joost van de Weijer, Fahad Shahbaz Khan

* CVPR2020 

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iTAML: An Incremental Task-Agnostic Meta-learning Approach


Mar 25, 2020
Jathushan Rajasegaran, Salman Khan, Munawar Hayat, Fahad Shahbaz Khan, Mubarak Shah

* Accepted to CVPR 2020 

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CycleISP: Real Image Restoration via Improved Data Synthesis


Mar 17, 2020
Syed Waqas Zamir, Aditya Arora, Salman Khan, Munawar Hayat, Fahad Shahbaz Khan, Ming-Hsuan Yang, Ling Shao

* CVPR 2020 (Oral) 

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Incremental Object Detection via Meta-Learning


Mar 17, 2020
K J Joseph, Jathushan Rajasegaran, Salman Khan, Fahad Shahbaz Khan, Vineeth Balasubramanian, Ling Shao

* Preprint 

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Any-Shot Object Detection


Mar 16, 2020
Shafin Rahman, Salman Khan, Nick Barnes, Fahad Shahbaz Khan


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Learning Enriched Features for Real Image Restoration and Enhancement


Mar 15, 2020
Syed Waqas Zamir, Aditya Arora, Salman Khan, Munawar Hayat, Fahad Shahbaz Khan, Ming-Hsuan Yang, Ling Shao


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Durocmien: A deep framework for duroc skeleton extraction in constraint environment


Jan 17, 2020
Akif Quddus Khan, Salman Khan

* 8 Pages, 10 Figures 

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Fine-grained Recognition: Accounting for Subtle Differences between Similar Classes


Dec 14, 2019
Guolei Sun, Hisham Cholakkal, Salman Khan, Fahad Shahbaz Khan, Ling Shao

* To appear in AAAI 2020 

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