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Rao Muhammad Umer

My research focuses on computational imaging, specifically in the realms of Mobile Photography (such as image restoration) and Medical Imaging (such as computational pathology). I am interested in training large foundation models in digital pathology.


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🌱 My Repositories 🌱


Rao Muhammad Umer's Projects

docs_classification icon docs_classification

This is repository for the code of documents classification using machine learning.

dwx icon dwx

Deep Web Extractor (DWX): Deep Web Extractor system is using statistical machine learning models for crawling and data discovery from the Deep Web (i.e., massive and quality portion of World Wide Web) to build knowledge based databases.

isrrescnet icon isrrescnet

Code repo for "Deep Iterative Residual Convolutional Network for Single Image Super-Resolution" (ICPR 2020).

rbsricnn icon rbsricnn

Code repo for "RBSRICNN: Raw Burst Super-Resolution through Iterative Convolutional Neural Network" (Machine Learning and the Physical Sciences workshop in NeurIPS 2021).

school_grades_prediction_ml icon school_grades_prediction_ml

This is the repository for solution of Machine Learning Class Competition of predicting school grades using Support Vector Regression.

srrescgan icon srrescgan

Code repo for "Deep Generative Adversarial Residual Convolutional Networks for Real-World Super-Resolution" (CVPRW NTIRE2020).

srrescycgan icon srrescycgan

Code repo for "Deep Cyclic Generative Adversarial Residual Convolutional Networks for Real Image Super-Resolution" (ECCVW AIM2020).

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