Ernest Mwebaze

31 papers A* 1B 4C 3Journal 15Unranked 8

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	How much speech data is necessary for ASR in African languages? An evaluation of data scaling in Kinyarwanda and Kikuyu. CoRR Benjamin Akera, Evelyn Nafula, Patrick Walukagga, Gilbert Yiga, John A. Quinn, Ernest Mwebaze
2025	J	`jnl`	Sunflower: A New Approach To Expanding Coverage of African Languages in Large Language Models. CoRR Benjamin Akera, Evelyn Nafula Ouma, Gilbert Yiga, Patrick Walukagga, Phionah Natukunda, Trevor Saaka, Solomon Nsumba, Lilian Teddy Nabukeera, Joel Muhanguzi, Imran Sekalala, Nimpamya Janat Namara, Engineer Bainomugisha, Ernest Mwebaze, John A. Quinn
2023	—	`conf`	Multilingual Model and Data Resources for Text-To-Speech in Ugandan Languages. AfricaNLP Isaac Owomugisha, Benjamin Akera, Ernest Mwebaze, John A. Quinn
2021	J	`jnl`	Matrix Relevance Learning From Spectral Data for Diagnosing Cassava Diseases. IEEE Access Godliver Owomugisha, Friedrich Melchert, Ernest Mwebaze, John A. Quinn, Michael Biehl
2021	J	`jnl`	Mobile-Aware Deep Learning Algorithms for Malaria Parasites and White Blood Cells Localization in Thick Blood Smears. Algorithms Rose Nakasi, Ernest Mwebaze, Aminah Zawedde
2020	C	`conf`	A low-cost 3-D printed smartphone add-on spectrometer for diagnosis of crop diseases in field. COMPASS Godliver Owomugisha, Pius K. B. Mugagga, Friedrich Melchert, Ernest Mwebaze, John A. Quinn, Michael Biehl
2020	—	`conf`	A web-based intelligence platform for diagnosis of malaria in thick blood smear images: a case for a developing country. CVPR Workshops Rose Nakasi, Jeremy Francis Tusubira, Aminah Zawedde, Ali Mansourian, Ernest Mwebaze
2020	C	`conf`	An Approach for Assessing Quality of Labeled Data for a Machine Learning Task in Malaria Detection. COMPASS Rose Nakasi, Ernest Mwebaze, Aminah Zawedde, Jeremy Francis Tusubira, Gilbert Maiga
2020	—	`conf`	Early detection of plant diseases using spectral data. APPIS Godliver Owomugisha, Ephraim Nuwamanya, John A. Quinn, Michael Biehl, Ernest Mwebaze
2020	J	`jnl`	Generating Synthetic Multispectral Satellite Imagery from Sentinel-2. CoRR Tharun Mohandoss, Aditya Kulkarni, Daniel Northrup, Ernest Mwebaze, Hamed Alemohammad
2020	—	`conf`	Improving In-field Cassava Whitefly Pest Surveillance with Machine Learning. CVPR Workshops Jeremy Francis Tusubira, Solomon Nsumba, Flavia Ninsiima, Benjamin Akera, Guy Acellam, Joyce Nakatumba, Ernest Mwebaze, John A. Quinn, Tonny J. Oyana
2020	J	`jnl`	Localization of Malaria Parasites and White Blood Cells in Thick Blood Smears. CoRR Rose Nakasi, Aminah Zawedde, Ernest Mwebaze, Jeremy Francis Tusubira, Gilbert Maiga
2020	J	`jnl`	Luganda Text-to-Speech Machine. CoRR Irene Nandutu, Ernest Mwebaze
2020	J	`jnl`	Proceedings of the ICLR Workshop on Computer Vision for Agriculture (CV4A) 2020. CoRR Yannis Kalantidis, Laura Sevilla-Lara, Ernest Mwebaze, Dina Machuve, Hamed Alemohammad, David Guerena
2020	J	`jnl`	Scoring Root Necrosis in Cassava Using Semantic Segmentation. CoRR Jeremy Francis Tusubira, Benjamin Akera, Solomon Nsumba, Joyce Nakatumba-Nabende, Ernest Mwebaze
2020	J	`jnl`	Semantic Segmentation of Medium-Resolution Satellite Imagery using Conditional Generative Adversarial Networks. CoRR Aditya Kulkarni, Tharun Mohandoss, Daniel Northrup, Ernest Mwebaze, Hamed Alemohammad
2019	J	`jnl`	Crowdsourcing real-time viral disease and pest information. A case of nation-wide cassava disease surveillance in a developing country. CoRR Daniel Mutembesa, Christopher Omongo, Ernest Mwebaze
2019	J	`jnl`	Mobile community sensing with smallholder farmers in a developing nation; A scaled pilot for crop health monitoring. CoRR Daniel Mutembesa, Ernest Mwebaze, Solomon Nsumba, Christopher Omongo, Humphrey Mutaasa
2019	J	`jnl`	iCassava 2019Fine-Grained Visual Categorization Challenge. CoRR Ernest Mwebaze, Timnit Gebru, Andrea Frome, Solomon Nsumba, Jeremy Tusubira
2018	B	`conf`	Crowdsourcing Real-Time Viral Disease and Pest Information: A Case of Nation-Wide Cassava Disease Surveillance in a Developing Country. HCOMP Daniel Mutembesa, Christopher Omongo, Ernest Mwebaze
2018	J	`jnl`	Ontology boosted deep learning for disease name extraction from Twitter messages. J. Big Data Mark Abraham Magumba, Peter Nabende, Ernest Mwebaze
2016	C	`conf`	Machine Learning for Plant Disease Incidence and Severity Measurements from Leaf Images. ICMLA Ernest Mwebaze, Godliver Owomugisha
2016	—	`conf`	Prototype-Based Classification for Image Analysis and Its Application to Crop Disease Diagnosis. WSOM Ernest Mwebaze, Michael Biehl
2015	B	`conf`	Combining dissimilarity measures for prototype-based classification. ESANN Ernest Mwebaze, Gjalt Bearda, Michael Biehl, Dietlind Zühlke
2011	B	`conf`	Causal relevance learning for robust classification under interventions. ESANN Ernest Mwebaze, John A. Quinn, Michael Biehl
2011	J	`jnl`	Divergence-based classification in learning vector quantization. Neurocomputing Ernest Mwebaze, Petra Schneider, Frank-Michael Schleif, Jennifer R. Aduwo, John A. Quinn, Sven Haase, Thomas Villmann, Michael Biehl
2011	A*	`conf`	Modeling and Monitoring Crop Disease in Developing Countries. AAAI John Alexander Quinn, Kevin Leyton-Brown, Ernest Mwebaze
2010	—	`conf`	Automated Vision-Based Diagnosis of Cassava Mosaic Disease. ICDM (Workshops) Jennifer R. Aduwo, Ernest Mwebaze, John A. Quinn
2010	—	`conf`	Causal Structure Learning for Famine Prediction. AAAI Spring Symposium: Artificial Intelligence for Development Ernest Mwebaze, Washington Okori, John Alexander Quinn
2010	B	`conf`	Divergence based Learning Vector Quantization. ESANN Ernest Mwebaze, Petra Schneider, Frank-Michael Schleif, Sven Haase, Thomas Villmann, Michael Biehl
2010	—	`conf`	Fast Committee-Based Structure Learning. NIPS Causality: Objectives and Assessment Ernest Mwebaze, John A. Quinn