EM
Ernest Mwebaze
cs.CVcs.LGeess.IVcs.CLcs.CYcs.HCcs.SIAir PollutantsAir Pollutionartificial intelligence
On Valency
published · living versionsW_bx44h6hj·v1 · currentpublished
iCassava 2019 Fine-Grained Visual Categorization Challenge
with Timnit Gebru, Andrea Frome, Solomon Nsumba, Jeremy Tusubira
1 version
Preprints & journals
21 papers in the corpus · 2016–2026Noise mapping and ambient sound recordings of the urban environment in Uganda.41634016 · Nsumba, Solomon, Muhanguzi, Tibabwetiza, Ouma, Evelyn Nafula et al.2026 · 3 citationsScientific data. 2026;13(1)
Application of Artificial Intelligence to the Monitoring of Medication Adherence for Tuberculosis Treatment in Africa: Algorithm Development and Validation.38464947 · Sekandi, Juliet Nabbuye, Shi, Weili, Zhu, Ronghang et al.2026 · 30 citationsJMIR AI. 2023;2(1):e40167
Sunflower: A New Approach To Expanding Coverage of African Languages in Large Language Models2510.07203v1 · Benjamin Akera, Evelyn Nafula Ouma, Gilbert Yiga et al.2025 · 0 citationsarXiv
How much speech data is necessary for ASR in African languages? An evaluation of data scaling in Kinyarwanda and Kikuyu2510.07221v1 · Benjamin Akera, Evelyn Nafula, Patrick Walukagga et al.2025 · 0 citationsarXiv
Barriers to global engagement for African researchers: A position paper from the Alliance for Medical Research in Africa (AMedRA).39421942 · Gaye, Bamba, Isiozor, Nzechukwu Michael, Singh, Gurbinder et al.2025 · 6 citationsJournal of global health. 2024;14:03042
Design Choices for Automated Disease Surveillance in the Social Web.30349632 · Magumba, Mark Abraham, Nabende, Peter, Mwebaze, Ernest2024 · 4 citationsOnline journal of public health informatics. 2018;10(2):e214
A dataset of necrotized cassava root cross-section images.32904393 · Nakatumba-Nabende, Joyce, Akera, Benjamin, Tusubira, Jeremy Francis et al.2024 · 12 citationsData in brief. 2020;32:106170
A labeled spectral dataset with cassava disease occurrences using virus titre determination protocol.37520644 · Owomugisha, Godliver, Nakatumba-Nabende, Joyce, Dhikusooka, Joshua Jeremy et al.2023 · 1 citationData in brief. 2023;49:109387
A land use regression model using machine learning and locally developed low cost particulate matter sensors in Uganda.34043968 · Coker, Eric S, Amegah, A Kofi, Mwebaze, Ernest et al.2021 · 75 citationsEnvironmental research. 2021;199:111352
Identifying patterns in urban housing density in developing countries using convolutional networks and satellite imagery.33319091 · Sanya, Rahman, Mwebaze, Ernest2020 · 10 citationsHeliyon. 2020;6(12):e05617
Semantic Segmentation of Medium-Resolution Satellite Imagery using Conditional Generative Adversarial Networks2012.03093v1 · Aditya Kulkarni, Tharun Mohandoss, Daniel Northrup et al.2020 · 2 citationsarXiv
Generating Synthetic Multispectral Satellite Imagery from Sentinel-22012.03108v1 · Tharun Mohandoss, Aditya Kulkarni, Daniel Northrup et al.2020 · 8 citationsarXiv
Localization of Malaria Parasites and White Blood Cells in Thick Blood Smears2012.01994v1 · Rose Nakasi, Aminah Zawedde, Ernest Mwebaze et al.2020 · 0 citationsarXiv
Proceedings of the ICLR Workshop on Computer Vision for Agriculture (CV4A) 20202004.11051v3 · Yannis Kalantidis, Laura Sevilla-Lara, Ernest Mwebaze et al.2020 · 0 citationsarXiv
Scoring Root Necrosis in Cassava Using Semantic Segmentation2005.03367v1 · Jeremy Francis Tusubira, Benjamin Akera, Solomon Nsumba et al.2020 · 3 citationsarXiv
Luganda Text-to-Speech Machine2005.05447v1 · Irene Nandutu, Ernest Mwebaze2020 · 3 citationsarXiv
iCassava 2019 Fine-Grained Visual Categorization Challenge1908.02900v2 · Ernest Mwebaze, Timnit Gebru, Andrea Frome et al.2019 · 55 citationsarXivon Valency
Correction: Evaluating Subcriticality during the Ebola Epidemic in West Africa.27254105 · Enanoria, Wayne T A, Worden, Lee, Liu, Fengchen et al.2019 · 0 citationsPloS one. 2016;11(6):e0157068
Mobile community sensing with smallholder farmers in a developing nation; A scaled pilot for crop health monitoring1908.07047v1 · Daniel Mutembesa, Ernest Mwebaze, Solomon Nsumba et al.2019 · 4 citationsarXiv
Crowdsourcing real-time viral disease and pest information. A case of nation-wide cassava disease surveillance in a developing country1908.04237v1 · Daniel Mutembesa, Christopher Omongo, Ernest Mwebaze2019 · 22 citationsarXiv
Evaluating Subcriticality during the Ebola Epidemic in West Africa.26484544 · Enanoria, Wayne T A, Worden, Lee, Liu, Fengchen et al.2016 · 6 citationsPloS one. 2015;10(10):e0140651
Career total: 64 works. 21 are in this corpus.
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