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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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OW-DETR: Open-world Detection Transformer


Dec 02, 2021
Akshita Gupta, Sanath Narayan, K J Joseph, Salman Khan, Fahad Shahbaz Khan, Mubarak Shah


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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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Self-Supervised Predictive Convolutional Attentive Block for Anomaly Detection


Nov 19, 2021
Nicolae-Catalin Ristea, Neelu Madan, Radu Tudor Ionescu, Kamal Nasrollahi, Fahad Shahbaz Khan, Thomas B. Moeslund, Mubarak Shah


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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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UBnormal: New Benchmark for Supervised Open-Set Video Anomaly Detection


Nov 16, 2021
Andra Acsintoae, Andrei Florescu, Mariana-Iuliana Georgescu, Tudor Mare, Paul Sumedrea, Radu Tudor Ionescu, Fahad Shahbaz Khan, Mubarak Shah


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CyTran: Cycle-Consistent Transformers for Non-Contrast to Contrast CT Translation


Oct 21, 2021
Nicolae-Catalin Ristea, Andreea-Iuliana Miron, Olivian Savencu, Mariana-Iuliana Georgescu, Nicolae Verga, Fahad Shahbaz Khan, Radu Tudor Ionescu

* 10 pages, 5 figures 

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Dense Gaussian Processes for Few-Shot Segmentation


Oct 07, 2021
Joakim Johnander, Johan Edstedt, Michael Felsberg, Fahad Shahbaz Khan, Martin Danelljan

* 6 figures, 21 pages 

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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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Context-Conditional Adaptation for Recognizing Unseen Classes in Unseen Domains


Jul 15, 2021
Puneet Mangla, Shivam Chandhok, Vineeth N Balasubramanian, Fahad Shahbaz Khan


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Structured Latent Embeddings for Recognizing Unseen Classes in Unseen Domains


Jul 12, 2021
Shivam Chandhok, Sanath Narayan, Hisham Cholakkal, Rao Muhammad Anwer, Vineeth N Balasubramanian, Fahad Shahbaz Khan, Ling Shao


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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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MineGAN++: Mining Generative Models for Efficient Knowledge Transfer to Limited Data Domains


Apr 28, 2021
Yaxing Wang, Abel Gonzalez-Garcia, Chenshen Wu, Luis Herranz, Fahad Shahbaz Khan, Shangling Jui, Joost van de Weijer

* Technical report. arXiv admin note: substantial text overlap with arXiv:1912.05270 

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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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Handwriting Transformers


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


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Deep Gaussian Processes for Few-Shot Segmentation


Mar 30, 2021
Joakim Johnander, Johan Edstedt, Martin Danelljan, Michael Felsberg, Fahad Shahbaz Khan

* 15 pages, 6 figures 

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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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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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Low Light Image Enhancement via Global and Local Context Modeling


Jan 04, 2021
Aditya Arora, Muhammad Haris, Syed Waqas Zamir, Munawar Hayat, Fahad Shahbaz Khan, Ling Shao, Ming-Hsuan Yang


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D2-Net: Weakly-Supervised Action Localization via Discriminative Embeddings and Denoised Activations


Dec 11, 2020
Sanath Narayan, Hisham Cholakkal, Munawar Hayat, Fahad Shahbaz Khan, Ming-Hsuan Yang, Ling Shao


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Learning to Fuse Asymmetric Feature Maps in Siamese Trackers


Dec 04, 2020
Wencheng Han, Xingping Dong, Fahad Shahbaz Khan, Ling Shao, Jianbing Shen


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