Blockchain-based Swarm Learning for the mitigation of Gradient Leakage in Federated Learning von Madni, Hussain Ahmad, Umer, Rao Muhammad, Foresti, Gian Luca

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Exploiting data diversity in multi-domain federated learning von Ahmad Madni, Hussain, Muhammad Umer, Rao, Luca Foresti, Gian

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Deep Cyclic Generative Adversarial Residual Convolutional Networks for Real Image Super-Resolution von Umer, Rao Muhammad, Micheloni, Christian

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Federated Learning for Data and Model Heterogeneity in Medical Imaging von Madni, Hussain Ahmad, Umer, Rao Muhammad, Foresti, Gian Luca

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Deep Super-Resolution Network for Single Image Super-Resolution with Realistic Degradations von Rao, Muhammad Umer, esti, Gian Luca, Micheloni, Christian

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LBKENet:Lightweight Blur Kernel Estimation Network for Blind Image Super-Resolution von Khan, Asif Hussain, Umer, Rao Muhammad, Dunnhofer, Matteo, Micheloni, Christian, Martinel, Niki

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AIM 2020 Challenge on Efficient Super-Resolution: Methods and Results von Zhang, Kai, Danelljan, Martin, Li, Yawei, Timofte, Radu, Liu, Jie, Tang, Jie, Wu, Gangshan, Zhu, Yu, He, Xiangyu, Xu, Wenjie, Li, Chenghua, Leng, Cong, Cheng, Jian, Wu, Guangyang, Wang, Wenyi, Liu, Xiaohong, Zhao, Hengyuan, Kong, Xiangtao, He, Jingwen, Qiao, Yu, Dong, Chao, Luo, Xiaotong, Chen, Liang, Zhang, Jiangtao, Suin, Maitreya, Purohit, Kuldeep, Rajagopalan, A. N., Li, Xiaochuan, Lang, Zhiqiang, Nie, Jiangtao, Wei, Wei, Zhang, Lei, Muqeet, Abdul, Hwang, Jiwon, Yang, Subin, Kang, JungHeum, Bae, Sung-Ho, Kim, Yongwoo, Qu, Yanyun, Jeon, Geun-Woo, Choi, Jun-Ho, Kim, Jun-Hyuk, Lee, Jong-Seok, Marty, Steven, Marty, Eric, Xiong, Dongliang, Chen, Siang, Zha, Lin, Jiang, Jiande, Gao, Xinbo, Lu, Wen, Wang, Haicheng, Bhaskara, Vineeth, Levinshtein, Alex, Tsogkas, Stavros, Jepson, Allan, Kong, Xiangzhen, Zhao, Tongtong, Zhao, Shanshan, Hrishikesh, P. S., Puthussery, Densen, Jiji, C. V., Nan, Nan, Liu, Shuai, Cai, Jie, Meng, Zibo, Ding, Jiaming, Ho, Chiu Man, Wang, Xuehui, Yan, Qiong, Zhao, Yuzhi, Chen, Long, Sun, Long, Wang, Wenhao, Liu, Zhenbing, Lan, Rushi, Umer, Rao Muhammad, Micheloni, Christian

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Real Image Super-Resolution using GAN through modeling of LR and HR process von Umer, Rao Muhammad, Micheloni, Christian

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RBSRICNN: Raw Burst Super-Resolution through Iterative Convolutional Neural Network von Umer, Rao Muhammad, Micheloni, Christian

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Deep Cyclic Generative Adversarial Residual Convolutional Networks for Real Image Super-Resolution von Umer, Rao Muhammad, Micheloni, Christian

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AIM 2020 Challenge on Real Image Super-Resolution: Methods and Results von Wei, Pengxu, Lu, Hannan, Timofte, Radu, Lin, Liang, Zuo, Wangmeng, Pan, Zhihong, Li, Baopu, Xi, Teng, Fan, Yanwen, Zhang, Gang, Liu, Jingtuo, Han, Junyu, Ding, Errui, Xie, Tangxin, Cao, Liang, Zou, Yan, Shen, Yi, Zhang, Jialiang, Jia, Yu, Cheng, Kaihua, Wu, Chenhuan, Lin, Yue, Liu, Cen, Peng, Yunbo, Zou, Xueyi, Luo, Zhipeng, Yao, Yuehan, Xu, Zhenyu, Zamir, Syed Waqas, Arora, Aditya, Khan, Salman, Hayat, Munawar, Khan, Fahad Shahbaz, Ahn, Keon-Hee, Kim, Jun-Hyuk, Choi, Jun-Ho, Lee, Jong-Seok, Zhao, Tongtong, Zhao, Shanshan, Han, Yoseob, Kim, Byung-Hoon, Baek, JaeHyun, Wu, Haoning, Xu, Dejia, Zhou, Bo, Guan, Wei, Li, Xiaobo, Ye, Chen, Li, Hao, Zhong, Haoyu, Shi, Yukai, Yang, Zhijing, Yang, Xiaojun, Li, Xin, Jin, Xin, Wu, Yaojun, Pang, Yingxue, Liu, Sen, Liu, Zhi-Song, Wang, Li-Wen, Li, Chu-Tak, Cani, Marie-Paule, Siu, Wan-Chi, Zhou, Yuanbo, Umer, Rao Muhammad, Micheloni, Christian, Cong, Xiaofeng, Gupta, Rajat, Ahn, Keon-Hee, Kim, Jun-Hyuk, Choi, Jun-Ho, Lee, Jong-Seok, Almasri, Feras, Vandamme, Thomas, Debeir, Olivier

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Federated Learning for Data and Model Heterogeneity in Medical Imaging von Madni, Hussain Ahmad, Umer, Rao Muhammad, Foresti, Gian Luca

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A Deep Residual Star Generative Adversarial Network for multi-domain Image Super-Resolution von Umer, Rao Muhammad, Munir, Asad, Micheloni, Christian

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Real Image Super-Resolution using GAN through modeling of LR and HR process von Rao, Muhammad Umer, Micheloni, Christian

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Imbalanced Domain Generalization for Robust Single Cell Classification in Hematological Cytomorphology von Umer, Rao Muhammad, Gruber, Armin, Boushehri, Sayedali Shetab, Metak, Christian, Marr, Carsten

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RBSRICNN: Raw Burst Super-Resolution through Iterative Convolutional Neural Network von Rao, Muhammad Umer, Micheloni, Christian

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Deep Iterative Residual Convolutional Network for Single Image Super-Resolution von Umer, Rao Muhammad, Foresti, Gian Luca, Micheloni, Christian

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Deep Generative Adversarial Residual Convolutional Networks for Real-World Super-Resolution von Umer, Rao Muhammad, Foresti, Gian Luca, Micheloni, Christian

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Deep Cyclic Generative Adversarial Residual Convolutional Networks for Real Image Super-Resolution von Rao, Muhammad Umer, Micheloni, Christian

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DomainLab: A modular Python package for domain generalization in deep learning von Sun, Xudong, Feistner, Carla, Gossmann, Alexej, Schwarz, George, Umer, Rao Muhammad, Beer, Lisa, Rockenschaub, Patrick, Shrestha, Rahul Babu, Gruber, Armin, Chen, Nutan, Boushehri, Sayedali Shetab, Buettner, Florian, Marr, Carsten

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