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AIM 2020 Challenge on Real Image Super-Resolution: Methods and Results
Pengxu Wei, Hannan Lu, Radu Timofte, Liang Lin, Wangmeng Zuo, Zhihong Pan, Baopu Li, Teng Xi, Yanwen Fan, Gang Zhang, Syed Waqas Zamir, and Others
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CycleISP: Real Image Restoration via Improved Data Synthesis
CVPR 2020, Oral
It is a framework that models camera imaging pipeline in forward and reverse directions and allows us to produce any number of realistic image pairs for denoising both in RAW and sRGB spaces.
Syed Waqas Zamir, Aditya Arora, Salman Khan, Munawar Hayat, Fahad Shahbaz Khan, Ming-Hsuan Yang, Ling Shao
Cite Code arXiv Supplementary Video Slides
CycleISP: Real Image Restoration via Improved Data Synthesis
Synthesizing the Unseen for Zero-shot Object Detection
Nasir Hayat, Munawar Hayat, Shafin Rahman, Salman Khan, Syed Waqas Zamir, Fahad Shahbaz Khan
Cite Code arXiv
Striking the Right Balance with Uncertainty
CVPR 2019, Oral
A new framework for uncertainty based class imbalance learning.
Salman Khan, Munawar Hayat, Syed Waqas Zamir, Jianbing Shen, Ling Shao
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Striking the Right Balance with Uncertainty
Gaussian Affinity for Max-Margin Class Imbalanced Learning
ICCV 2019
It is the first hybrid loss function that jointly performs classification and clustering in a single formulation.
Munawar Hayat, Salman Khan, Syed Waqas Zamir, Jianbing Shen, Ling Shao
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Gaussian Affinity for Max-Margin Class Imbalanced Learning
iSAID: A Large-scale Dataset for Instance Segmentation in Aerial Images
CVPRw 2019, Oral
The first benchmark dataset for instance segmentation in aerial imagery that combines instance-level object detection and pixel-level segmentation tasks.
Syed Waqas Zamir, Aditya Arora, Akshita Gupta, Salman Khan, Guolei Sun, Fahad Shahbaz Khan, Fan Zhu, Ling Shao, Gui-Song Xia, Xiang Bai
Cite Code arXiv Dataset
iSAID: A Large-scale Dataset for Instance Segmentation in Aerial Images
NTIRE 2019 Challenge on Image Enhancement: Methods and Results
Andrey Ignatov, Radu Timofte, Syed Waqas Zamir, and Others
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NTIRE 2019 Challenge on Real Image Denoising: Methods and Results
Abdelrahman Abdelhamed, Radu Timofte, Michael S Brown, Syed Waqas Zamir, and Others
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NTIRE 2019 Challenge on Real Image Super-Resolution: Methods and Results
Jianrui Cai, Shuhang Gu, Radu Timofte, Lei Zhang, Syed Waqas Zamir, and Others
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NTIRE 2019 Challenge on Video Deblurring: Methods and Results
Seungjun Nah, Radu Timofte, Sungyong Baik, Seokil Hong, Gyeongsik Moon, Sanghyun Son, Kyoung Mu Lee, Syed Waqas Zamir, and Others
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