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Vision in adverse weather: Augmentation using CycleGANs with various object detectors for robust perception in autonomous racing


Jan 11, 2022
Izzeddin Teeti, Valentina Musat, Salman Khan, Alexander Rast, Fabio Cuzzolin, Andrew Bradley

* Corrected typos on page one 

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A Novel Incremental Learning Driven Instance Segmentation Framework to Recognize Highly Cluttered Instances of the Contraband Items


Jan 10, 2022
Taimur Hassan, Samet Akcay, Mohammed Bennamoun, Salman Khan, Naoufel Werghi

* IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2021 
* IEEE Transactions on Systems, Man, and Cybernetics: Systems, Source code is available at https://github.com/taimurhassan/inc-inst-seg 

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Spatio-temporal Relation Modeling for Few-shot Action Recognition


Dec 09, 2021
Anirudh Thatipelli, Sanath Narayan, Salman Khan, Rao Muhammad Anwer, Fahad Shahbaz Khan, Bernard Ghanem


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OW-DETR: Open-world Detection Transformer


Dec 09, 2021
Akshita Gupta, Sanath Narayan, K J Joseph, Salman Khan, Fahad Shahbaz Khan, Mubarak Shah

* 15 pages 

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DoodleFormer: Creative Sketch Drawing with Transformers


Dec 06, 2021
Ankan Kumar Bhunia, Salman Khan, Hisham Cholakkal, Rao Muhammad Anwer, Fahad Shahbaz Khan, Jorma Laaksonen, Michael Felsberg


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Self-supervised Video Transformer


Dec 02, 2021
Kanchana Ranasinghe, Muzammal Naseer, Salman Khan, Fahad Shahbaz Khan, Michael Ryoo


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Multi-modal Transformers Excel at Class-agnostic Object Detection


Nov 22, 2021
Muhammad Maaz, Hanoona Rasheed, Salman Khan, Fahad Shahbaz Khan, Rao Muhammad Anwer, Ming-Hsuan Yang


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Restormer: Efficient Transformer for High-Resolution Image Restoration


Nov 18, 2021
Syed Waqas Zamir, Aditya Arora, Salman Khan, Munawar Hayat, Fahad Shahbaz Khan, Ming-Hsuan Yang


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International Workshop on Continual Semi-Supervised Learning: Introduction, Benchmarks and Baselines


Oct 27, 2021
Ajmal Shahbaz, Salman Khan, Mohammad Asiful Hossain, Vincenzo Lomonaco, Kevin Cannons, Zhan Xu, Fabio Cuzzolin


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Burst Image Restoration and Enhancement


Oct 07, 2021
Akshay Dudhane, Syed Waqas Zamir, Salman Khan, Fahad Khan, Ming-Hsuan Yang


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Tensor Pooling Driven Instance Segmentation Framework for Baggage Threat Recognition


Aug 22, 2021
Taimur Hassan, Samet Akcay, Mohammed Bennamoun, Salman Khan, Naoufel Werghi

* Accepted in Neural Computing and Applications. Source code is available at https://github.com/taimurhassan/tensorpooling 

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Discriminative Region-based Multi-Label Zero-Shot Learning


Aug 20, 2021
Sanath Narayan, Akshita Gupta, Salman Khan, Fahad Shahbaz Khan, Ling Shao, Mubarak Shah

* Accepted to ICCV 2021. Source code is available at https://github.com/akshitac8/BiAM 

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Learning Discriminative Representations for Multi-Label Image Recognition


Jul 23, 2021
Mohammed Hassanin, Ibrahim Radwan, Salman Khan, Murat Tahtali


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Unsupervised Anomaly Instance Segmentation for Baggage Threat Recognition


Jul 16, 2021
Taimur Hassan, Samet Akcay, Mohammed Bennamoun, Salman Khan, Naoufel Werghi

* Accepted in J-AIHC, Source Code is available at https://github.com/taimurhassan/anomaly 

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Intriguing Properties of Vision Transformers


Jun 08, 2021
Muzammal Naseer, Kanchana Ranasinghe, Salman Khan, Munawar Hayat, Fahad Shahbaz Khan, Ming-Hsuan Yang

* Code: https://git.io/Js15X 

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On Improving Adversarial Transferability of Vision Transformers


Jun 08, 2021
Muzammal Naseer, Kanchana Ranasinghe, Salman Khan, Fahad Shahbaz Khan, Fatih Porikli

* Code: https://git.io/JZmG3 

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Rich Semantics Improve Few-shot Learning


Apr 26, 2021
Mohamed Afham, Salman Khan, Muhammad Haris Khan, Muzammal Naseer, Fahad Shahbaz Khan


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Spatiotemporal Deformable Models for Long-Term Complex Activity Detection


Apr 16, 2021
Salman Khan, Fabio Cuzzolin


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Handwriting Transformers


Apr 08, 2021
Ankan Kumar Bhunia, Salman Khan, Hisham Cholakkal, Rao Muhammad Anwer, Fahad Shahbaz Khan, Mubarak Shah


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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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