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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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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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Spectral-GANs for High-Resolution 3D Point-cloud Generation

Dec 04, 2019
Sameera Ramasinghe, Salman Khan, Nick Barnes, Stephen Gould


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Representation Learning on Unit Ball with 3D Roto-Translational Equivariance

Nov 30, 2019
Sameera Ramasinghe, Salman Khan, Nick Barnes, Stephen Gould

* arXiv admin note: text overlap with arXiv:1901.00616 

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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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Blended Convolution and Synthesis for Efficient Discrimination of 3D Shapes

Aug 24, 2019
Sameera Ramasinghe, Salman Khan, Nick Barnes, Stephen Gould


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Human vs Machine Attention in Neural Networks: A Comparative Study

Jun 24, 2019
Qiuxia Lai, Wenguan Wang, Salman Khan, Jianbing Shen, Hanqiu Sun, Ling Shao


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Human \textit{vs} Machine Attention in Neural Networks: A Comparative Study

Jun 20, 2019
Qiuxia Lai, Wenguan Wang, Salman Khan, Jianbing Shen, Hanqiu Sun, Ling Shao


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Towards better Validity: Dispersion based Clustering for Unsupervised Person Re-identification

Jun 04, 2019
Guodong Ding, Salman Khan, Zhenmin Tang, Jian Zhang, Fatih Porikli

* 10 pages, 6 figures, 4 tables 

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Random Path Selection for Incremental Learning

Jun 03, 2019
Jathushan Rajasegaran, Munawar Hayat, Salman Khan, Fahad Shahbaz Khan, Ling Shao


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iSAID: A Large-scale Dataset for Instance Segmentation in Aerial Images

May 30, 2019
Syed Waqas Zamir, Aditya Arora, Akshita Gupta, Salman Khan, Guolei Sun, Fahad Shahbaz Khan, Fan Zhu, Ling Shao, Gui-Song Xia, Xiang Bai

* CVPR'19 Workshops (Detecting Objects in Aerial Images) 

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A Deep Journey into Super-resolution: A survey

Apr 16, 2019
Saeed Anwar, Salman Khan, Nick Barnes


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