Rao Muhammad Umer

Orcid: 0000-0001-6179-5829

According to our database1, Rao Muhammad Umer authored at least 19 papers between 2019 and 2024.

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Bibliography

2024
Robust Federated Learning for Heterogeneous Model and Data.
Int. J. Neural Syst., April, 2024

DomainLab: A modular Python package for domain generalization in deep learning.
CoRR, 2024

2023
Swarm-FHE: Fully Homomorphic Encryption-based Swarm Learning for Malicious Clients.
Int. J. Neural Syst., August, 2023

Imbalanced Domain Generalization for Robust Single Cell Classification in Hematological Cytomorphology.
CoRR, 2023

Blockchain-Based Swarm Learning for the Mitigation of Gradient Leakage in Federated Learning.
IEEE Access, 2023

Federated Learning for Data and Model Heterogeneity in Medical Imaging.
Proceedings of the Image Analysis and Processing - ICIAP 2023 Workshops, 2023

LBKENet:Lightweight Blur Kernel Estimation Network for Blind Image Super-Resolution.
Proceedings of the Image Analysis and Processing - ICIAP 2023, 2023

2022
Real Image Super-Resolution using GAN through modeling of LR and HR process.
Proceedings of the 18th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2022

2021
RBSRICNN: Raw Burst Super-Resolution through Iterative Convolutional Neural Network.
CoRR, 2021

A Deep Residual Star Generative Adversarial Network for multi-domain Image Super-Resolution.
CoRR, 2021

NTIRE 2021 Challenge on Burst Super-Resolution: Methods and Results.
CoRR, 2021

2020
AIM 2020 Challenge on Real Image Super-Resolution: Methods and Results.
CoRR, 2020

Deep Iterative Residual Convolutional Network for Single Image Super-Resolution.
Proceedings of the 25th International Conference on Pattern Recognition, 2020



Deep Cyclic Generative Adversarial Residual Convolutional Networks for Real Image Super-Resolution.
Proceedings of the Computer Vision - ECCV 2020 Workshops, 2020

Deep Generative Adversarial Residual Convolutional Networks for Real-World Super-Resolution.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020


2019
Deep Super-Resolution Network for Single Image Super-Resolution with Realistic Degradations.
Proceedings of the 13th International Conference on Distributed Smart Cameras, 2019


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