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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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From Handcrafted to Deep Features for Pedestrian Detection: A Survey

Oct 01, 2020
Jiale Cao, Yanwei Pang, Jin Xie, Fahad Shahbaz Khan, Ling Shao

* 23 pages, 10 figures, Projects: https://github.com/JialeCao001/PedSurvey 

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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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A Scene-Agnostic Framework with Adversarial Training for Abnormal Event Detection in Video

Aug 27, 2020
Mariana-Iuliana Georgescu, Radu Tudor Ionescu, Fahad Shahbaz Khan, Marius Popescu, Mubarak Shah

* Under review 

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Image Colorization: A Survey and Dataset

Aug 25, 2020
Saeed Anwar, Muhammad Tahir, Chongyi Li, Ajmal Mian, Fahad Shahbaz Khan, Abdul Wahab Muzaffar


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SipMask: Spatial Information Preservation for Fast Image and Video Instance Segmentation

Jul 29, 2020
Jiale Cao, Rao Muhammad Anwer, Hisham Cholakkal, Fahad Shahbaz Khan, Yanwei Pang, Ling Shao

* ECCV2020; Code: https://github.com/JialeCao001/SipMask 

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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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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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Learning Human-Object Interaction Detection using Interaction Points

Mar 31, 2020
Tiancai Wang, Tong Yang, Martin Danelljan, Fahad Shahbaz Khan, Xiangyu Zhang, Jian Sun

* Accepted to CVPR 2020 

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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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Latent Embedding Feedback and Discriminative Features for Zero-Shot Classification

Mar 17, 2020
Sanath Narayan, Akshita Gupta, Fahad Shahbaz Khan, Cees G. M. Snoek, Ling Shao


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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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Learning Fast and Robust Target Models for Video Object Segmentation

Feb 27, 2020
Andreas Robinson, Felix Järemo Lawin, Martin Danelljan, Fahad Shahbaz Khan, Michael Felsberg

* CVPR 2020. arXiv admin note: substantial text overlap with arXiv:1904.08630 

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PSC-Net: Learning Part Spatial Co-occurence for Occluded Pedestrian Detection

Jan 25, 2020
Jin Xie, Yanwei Pang, Hisham Cholakkal, Rao Muhammad Anwer, Fahad Shahbaz Khan, Ling Shao


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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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Towards Partial Supervision for Generic Object Counting in Natural Scenes

Dec 13, 2019
Hisham Cholakkal, Guolei Sun, Salman Khan, Fahad Shahbaz Khan, Ling Shao, Luc Van Gool

* First two authors contributed equally. This work is a journal extension (TPAMI submission) of our CVPR 2019 paper arXiv:1903.02494 

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MineGAN: effective knowledge transfer from GANs to target domains with few images

Dec 11, 2019
Yaxing Wang, Abel Gonzalez-Garcia, David Berga, Luis Herranz, Fahad Shahbaz Khan, Joost van de Weijer


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Deep Contextual Attention for Human-Object Interaction Detection

Oct 17, 2019
Tiancai Wang, Rao Muhammad Anwer, Muhammad Haris Khan, Fahad Shahbaz Khan, Yanwei Pang, Ling Shao, Jorma Laaksonen

* Accepted at ICCV 2019 

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Mask-Guided Attention Network for Occluded Pedestrian Detection

Oct 15, 2019
Yanwei Pang, Jin Xie, Muhammad Haris Khan, Rao Muhammad Anwer, Fahad Shahbaz Khan, Ling Shao

* Accepted at ICCV 2019 

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AnimalWeb: A Large-Scale Hierarchical Dataset of Annotated Animal Faces

Sep 11, 2019
Muhammad Haris Khan, John McDonagh, Salman Khan, Muhammad Shahabuddin, Aditya Arora, Fahad Shahbaz Khan, Ling Shao, Georgios Tzimiropoulos

* 15 pages, 14 figures 

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Learning the Model Update for Siamese Trackers

Sep 06, 2019
Lichao Zhang, Abel Gonzalez-Garcia, Joost van de Weijer, Martin Danelljan, Fahad Shahbaz Khan

* Accepted at ICCV 2019 

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Multi-Modal Fusion for End-to-End RGB-T Tracking

Aug 30, 2019
Lichao Zhang, Martin Danelljan, Abel Gonzalez-Garcia, Joost van de Weijer, Fahad Shahbaz Khan

* Accepted at ICCVW (VOT) 2019 

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Cross-Domain Transferability of Adversarial Perturbations

Jun 10, 2019
Muzammal Naseer, Salman H. Khan, Harris Khan, Fahad Shahbaz Khan, Fatih Porikli

* Source Code will be made available (soon) 

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