Rao Muhammad Umer

33 papers B 2Journal 22Unranked 9
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Multicenter Benchmark of Multiple Instance Learning Models for Lymphoma Subtyping from HE-stained Whole Slide Images.
CoRR
Rao Muhammad Umer, Daniel Sens, Jonathan Noll, Christian Matek, Lukas Wolfseher, Rainer Spang, Ralf Huss, Johannes Raffler, Sarah Reinke, Wolfram Klapper, Katja Steiger, Kristina Schwamborn, Carsten Marr
2025 J jnl
AI-Driven Cytomorphology Image Synthesis for Medical Diagnostics.
CoRR
Jan Carreras Boada, Rao Muhammad Umer, Carsten Marr
2025 — conf
CytoDiff: AI-Driven Cytomorphology Image Synthesis for Medical Diagnostics.
ICCVW
Jan Carreras Boada, Rao Muhammad Umer, Carsten Marr
2025 J jnl
FL-W3S: Cross-domain federated learning for weakly supervised semantic segmentation of white blood cells.
Int. J. Medical Informatics
Hussain Ahmad Madni, Rao Muhammad Umer, Silvia Zottin, Carsten Marr, Gian Luca Foresti
2025 J jnl
Pathryoshka: Compressing Pathology Foundation Models via Multi-Teacher Knowledge Distillation with Nested Embeddings.
CoRR
Christian Grashei, Christian Brechenmacher, Rao Muhammad Umer, Jingsong Liu, Carsten Marr, Ewa Szczurek, Peter J. Schüffler
2024 J jnl
DomainLab: A modular Python package for domain generalization in deep learning.
CoRR
Xudong Sun, Carla Feistner, Alexej Gossmann, George Schwarz, Rao Muhammad Umer, Lisa Beer, Patrick Rockenschaub, Rahul Babu Shrestha, Armin Gruber, Nutan Chen, Sayedali Shetab Boushehri, Florian Buettner, Carsten Marr
2024 J jnl
Exploiting data diversity in multi-domain federated learning.
Mach. Learn. Sci. Technol.
Hussain Ahmad Madni, Rao Muhammad Umer, Gian Luca Foresti
2024 J jnl
Robust Federated Learning for Heterogeneous Model and Data.
Int. J. Neural Syst.
Hussain Ahmad Madni, Rao Muhammad Umer, Gian Luca Foresti
2023 J jnl
Blockchain-Based Swarm Learning for the Mitigation of Gradient Leakage in Federated Learning.
IEEE Access
Hussain Ahmad Madni, Rao Muhammad Umer, Gian Luca Foresti
2023 — conf
Federated Learning for Data and Model Heterogeneity in Medical Imaging.
ICIAP Workshops (2)
Hussain Ahmad Madni, Rao Muhammad Umer, Gian Luca Foresti
2023 J jnl
Federated Learning for Data and Model Heterogeneity in Medical Imaging.
CoRR
Hussain Ahmad Madni, Rao Muhammad Umer, Gian Luca Foresti
2023 J jnl
Imbalanced Domain Generalization for Robust Single Cell Classification in Hematological Cytomorphology.
CoRR
Rao Muhammad Umer, Armin Gruber, Sayedali Shetab Boushehri, Christian Metak, Carsten Marr
2023 — conf
LBKENet:Lightweight Blur Kernel Estimation Network for Blind Image Super-Resolution.
ICIAP (2)
Asif Hussain Khan, Rao Muhammad Umer, Matteo Dunnhofer, Christian Micheloni, Niki Martinel
2023 J jnl
Swarm-FHE: Fully Homomorphic Encryption-based Swarm Learning for Malicious Clients.
Int. J. Neural Syst.
Hussain Ahmad Madni, Rao Muhammad Umer, Gian Luca Foresti
2022 B conf
Real Image Super-Resolution using GAN through modeling of LR and HR process.
AVSS
Rao Muhammad Umer, Christian Micheloni
2022 J jnl
Real Image Super-Resolution using GAN through modeling of LR and HR process.
CoRR
Rao Muhammad Umer, Christian Micheloni
2021 J jnl
A Deep Residual Star Generative Adversarial Network for multi-domain Image Super-Resolution.
CoRR
Rao Muhammad Umer, Asad Munir, Christian Micheloni
2021 J jnl
NTIRE 2021 Challenge on Burst Super-Resolution: Methods and Results.
CoRR
Goutam Bhat, Martin Danelljan, Radu Timofte, Kazutoshi Akita, Wooyeong Cho, Haoqiang Fan, Lanpeng Jia, Daeshik Kim, Bruno Lecouat, Youwei Li, Shuaicheng Liu, Ziluan Liu, Ziwei Luo, Takahiro Maeda, Julien Mairal, Christian Micheloni, Xuan Mo, Takeru Oba, Pavel Ostyakov, Jean Ponce, Sanghyeok Son, Jian Sun, Norimichi Ukita, Rao Muhammad Umer, Youliang Yan, Lei Yu, Magauiya Zhussip, Xueyi Zou
2021 J jnl
RBSRICNN: Raw Burst Super-Resolution through Iterative Convolutional Neural Network.
CoRR
Rao Muhammad Umer, Christian Micheloni
2020 — conf
AIM 2020 Challenge on Efficient Super-Resolution: Methods and Results.
ECCV Workshops (3)
Kai Zhang, Martin Danelljan, Yawei Li, Radu Timofte, Jie Liu, Jie Tang, Gangshan Wu, Yu Zhu, Xiangyu He, Wenjie Xu, Chenghua Li, Cong Leng, Jian Cheng, Guangyang Wu, Wenyi Wang, Xiaohong Liu, Hengyuan Zhao, Xiangtao Kong, Jingwen He, Yu Qiao, Chao Dong, Xiaotong Luo, Liang Chen, Jiangtao Zhang, Maitreya Suin, Kuldeep Purohit, A. N. Rajagopalan, Xiaochuan Li, Zhiqiang Lang, Jiangtao Nie, Wei Wei, Lei Zhang, Abdul Muqeet, Jiwon Hwang, Subin Yang, Jung Heum Kang, Sung-Ho Bae, Yongwoo Kim, Yanyun Qu, Geun-Woo Jeon, Jun-Ho Choi, Jun-Hyuk Kim, Jong-Seok Lee, Steven Marty, Éric Marty, Dongliang Xiong, Siang Chen, Lin Zha, Jiande Jiang, Xinbo Gao, Wen Lu, Haicheng Wang, Vineeth Bhaskara, Alex Levinshtein, Stavros Tsogkas, Allan D. Jepson, Xiangzhen Kong, Tongtong Zhao, Shanshan Zhao, Hrishikesh P. S, Densen Puthussery, C. V. Jiji, Nan Nan, Shuai Liu, Jie Cai, Zibo Meng, Jiaming Ding, Chiu Man Ho, Xuehui Wang, Qiong Yan, Yuzhi Zhao, Long Chen, Long Sun, Wenhao Wang, Zhenbing Liu, Rushi Lan, Rao Muhammad Umer, Christian Micheloni
2020 J jnl
AIM 2020 Challenge on Efficient Super-Resolution: Methods and Results.
CoRR
Kai Zhang, Martin Danelljan, Yawei Li, Radu Timofte, Jie Liu, Jie Tang, Gangshan Wu, Yu Zhu, Xiangyu He, Wenjie Xu, Chenghua Li, Cong Leng, Jian Cheng, Guangyang Wu, Wenyi Wang, Xiaohong Liu, Hengyuan Zhao, Xiangtao Kong, Jingwen He, Yu Qiao, Chao Dong, Jiangtao Zhang, Maitreya Suin, Kuldeep Purohit, A. N. Rajagopalan, Xiaochuan Li, Zhiqiang Lang, Jiangtao Nie, Wei Wei, Lei Zhang, Abdul Muqeet, Jiwon Hwang, Subin Yang, Jung Heum Kang, Sung-Ho Bae, Yongwoo Kim, Liang Chen, Xiaotong Luo, Yanyun Qu, Geun-Woo Jeon, Jun-Ho Choi, Jun-Hyuk Kim, Jong-Seok Lee, Steven Marty, Éric Marty, Dongliang Xiong, Siang Chen, Lin Zha, Jiande Jiang, Xinbo Gao, Wen Lu, Haicheng Wang, Vineeth Bhaskara, Alex Levinshtein, Stavros Tsogkas, Allan D. Jepson, Xiangzhen Kong, Tongtong Zhao, Shanshan Zhao, Hrishikesh P. S, Densen Puthussery, C. Victor Jiji, Nan Nan, Shuai Liu, Jie Cai, Zibo Meng, Jiaming Ding, Chiu Man Ho, Xuehui Wang, Qiong Yan, Yuzhi Zhao, Long Chen, Long Sun, Wenhao Wang, Zhenbing Liu, Rushi Lan, Rao Muhammad Umer, Christian Micheloni
2020 — conf
AIM 2020 Challenge on Real Image Super-Resolution: Methods and Results.
ECCV Workshops (3)
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 H. 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, 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, Feras Almasri, Thomas Vandamme, Olivier Debeir
2020 J jnl
AIM 2020 Challenge on Real Image Super-Resolution: Methods and Results.
CoRR
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 H. 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, 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, Feras Almasri, Thomas Vandamme, Olivier Debeir
2020 — conf
Deep Cyclic Generative Adversarial Residual Convolutional Networks for Real Image Super-Resolution.
ECCV Workshops (3)
Rao Muhammad Umer, Christian Micheloni
2020 J jnl
Deep Cyclic Generative Adversarial Residual Convolutional Networks for Real Image Super-Resolution.
CoRR
Rao Muhammad Umer, Christian Micheloni
2020 — conf
Deep Generative Adversarial Residual Convolutional Networks for Real-World Super-Resolution.
CVPR Workshops
Rao Muhammad Umer, Gian Luca Foresti, Christian Micheloni
2020 J jnl
Deep Generative Adversarial Residual Convolutional Networks for Real-World Super-Resolution.
CoRR
Rao Muhammad Umer, Gian Luca Foresti, Christian Micheloni
2020 B conf
Deep Iterative Residual Convolutional Network for Single Image Super-Resolution.
ICPR
Rao Muhammad Umer, Gian Luca Foresti, Christian Micheloni
2020 J jnl
Deep Iterative Residual Convolutional Network for Single Image Super-Resolution.
CoRR
Rao Muhammad Umer, Gian Luca Foresti, Christian Micheloni
2020 — conf
NTIRE 2020 Challenge on Real-World Image Super-Resolution: Methods and Results.
CVPR Workshops
Andreas Lugmayr, Martin Danelljan, Radu Timofte, Namhyuk Ahn, Dongwoon Bai, Jie Cai, Yun Cao, Junyang Chen, Kaihua Cheng, Se Young Chun, Wei Deng, Mostafa El-Khamy, Chiu Man Ho, Xiaozhong Ji, Amin Kheradmand, Gwantae Kim, Hanseok Ko, Kanghyu Lee, Jungwon Lee, Hao Li, Ziluan Liu, Zhi-Song Liu, Shuai Liu, Yunhua Lu, Zibo Meng, Pablo Navarrete Michelini, Christian Micheloni, Kalpesh Prajapati, Haoyu Ren, Yonghyeok Seo, Wan-Chi Siu, Kyung-Ah Sohn, Ying Tai, Rao Muhammad Umer, Shuangquan Wang, Huibing Wang, Timothy Haoning Wu, Haoning Wu, Biao Yang, Fuzhi Yang, Jaejun Yoo, Tongtong Zhao, Yuanbo Zhou, Haijie Zhuo, Ziyao Zong, Xueyi Zou
2020 J jnl
NTIRE 2020 Challenge on Real-World Image Super-Resolution: Methods and Results.
CoRR
Andreas Lugmayr, Martin Danelljan, Radu Timofte, Namhyuk Ahn, Dongwoon Bai, Jie Cai, Yun Cao, Junyang Chen, Kaihua Cheng, Se Young Chun, Wei Deng, Mostafa El-Khamy, Chiu Man Ho, Xiaozhong Ji, Amin Kheradmand, Gwantae Kim, Hanseok Ko, Kanghyu Lee, Jungwon Lee, Hao Li, Ziluan Liu, Zhi-Song Liu, Shuai Liu, Yunhua Lu, Zibo Meng, Pablo Navarrete Michelini, Christian Micheloni, Kalpesh Prajapati, Haoyu Ren, Yonghyeok Seo, Wan-Chi Siu, Kyung-Ah Sohn, Ying Tai, Rao Muhammad Umer, Shuangquan Wang, Huibing Wang, Timothy Haoning Wu, Haoning Wu, Biao Yang, Fuzhi Yang, Jaejun Yoo, Tongtong Zhao, Yuanbo Zhou, Haijie Zhuo, Ziyao Zong, Xueyi Zou
2019 — conf
Deep Super-Resolution Network for Single Image Super-Resolution with Realistic Degradations.
ICDSC
Rao Muhammad Umer, Gian Luca Foresti, Christian Micheloni
2019 J jnl
Deep Super-Resolution Network for Single Image Super-Resolution with Realistic Degradations.
CoRR
Rao Muhammad Umer, Gian Luca Foresti, Christian Micheloni