Muhammad Usman Rafique

Engineering · Physical Sciences

12h-index807citations36works0.52yr avg
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Research Topics

Remote-Sensing Image Classification(6), Advanced Vision and Imaging(5), Advanced Image and Video Retrieval Techniques(5), Advanced Image Fusion Techniques(4), Karst Systems and Hydrogeology(4)

Publications36 total

On the Fundamental Limits of LLMs at Scale
arXiv (Cornell University)·2025Open Access
Exploring the Impact of Teacher Performance Evaluation Systems: A Comparative Analysis of Public VS Private Secondary Schools and Their Role in Shaping Educational Quality
Journal of Asian Development Studies·2024· 1 citedOpen Access
Crossseg: Cross-Scene Few-Shot Aerial Segmentation Using Probabilistic Prototypes
2023· 1 cited
CrossAdapt: Cross-Scene Adaptation for Multi-Domain Depth Estimation
2023· 1 cited
Efficient Training on Alzheimer’s Disease Diagnosis with Learnable Weighted Pooling for 3D PET Brain Image Classification
Electronics·2023· 27 citedOpen Access
Handling Image and Label Resolution Mismatch in Remote Sensing
2023 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)·2023· 7 cited
Handling Image and Label Resolution Mismatch in Remote Sensing
arXiv (Cornell University)·2022Open Access
Revisiting Near/Remote Sensing with Geospatial Attention
2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)·2022· 15 cited
Revisiting Near/Remote Sensing with Geospatial Attention
arXiv (Cornell University)·2022· 1 citedOpen Access
Automatic Segmentation of Sinkholes Using a Convolutional Neural Network
Earth and Space Science·2022· 29 citedOpen Access
Automatic Segmentation of Sinkholes Using a Convolutional Neural Network
2021· 1 citedOpen Access
An Image Dataset for Training Deep Learning Segmentation Models to Identify Karst Sinkholes
Zenodo (CERN European Organization for Nuclear Research)·2021Open Access
An Image Dataset for Training Deep Learning Segmentation Models to Identify Karst Sinkholes
Zenodo (CERN European Organization for Nuclear Research)·2021Open Access
Weakly Supervised Learning for Multi-Image Synthesis
2021Open Access
Hierarchical Probabilistic Embeddings for Multi-View Image Classification
2021
Unifying Guided and Unguided Outdoor Image Synthesis
2021· 2 cited
Single Image Cloud Detection via Multi-Image Fusion
2020· 1 citedOpen Access
Mobile Robot Path Planning in Static Environments using Particle Swarm Optimization
arXiv (Cornell University)·2020· 28 citedOpen Access
Tracking Attacks on Virtual Reality Systems
IEEE Consumer Electronics Magazine·2020· 25 cited
Generative Appearance Flow: A Hybrid Approach for Outdoor View Synthesis
2020· 2 cited
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Frequent Co-authors

Nathan Jacobs(16), Shuai Li(6), Hunter Blanton(6), Scott Workman(5), Junfeng Zhu(4), Zili Shao(3), Qixin Wang(3), Yu Zhang(3), Shaheer Muhammad(2), Sen-ching S. Cheung(2), Armin Hadžić(2), Faraz Kunwar(2), Benjamin Brodie(2), Connor Greenwell(2), Jinbo He(1), Yangming Li(1), Huanqing Wang(1), Sebastian Steinhorst(1), Samarjit Chakraborty(1), Matthias Kauer(1)