Andrew Katumba

38 papers B 1Journal 24Unranked 12

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Intelligent Traffic Surveillance for Real-Time Vehicle Detection, License Plate Recognition, and Speed Estimation. CoRR Mugizi Bruce, Sudi Murindanyi, Olivia Nakacwa, Andrew Katumba
2026	J	`jnl`	Machine Learning for Detection and Severity Estimation of Sweetpotato Weevil Damage in Field and Lab Conditions. CoRR Doreen M. Chelangat, Sudi Murindanyi, Mugizi Bruce, Paul Musana, Benard Yada, Milton A. Otema, Florence Osaru, Andrew Katumba, Joyce Nakatumba-Nabende
2026	J	`jnl`	WAXAL: A Large-Scale Multilingual African Language Speech Corpus. CoRR Abdoulaye Diack, Perry Nelson, Kwaku Agbesi, Angela Nakalembe, MohamedElfatih MohamedKhair, Vusumuzi Dube, Tavonga Siyavora, Subhashini Venugopalan, Jason Hickey, Uche Okonkwo, Abhishek Bapna, Isaac Wiafe, Raynard Dodzi Helegah, Elikem Doe Atsakpo, Charles Nutrokpor, Fiifi Baffoe Payin Winful, Kafui Kwashie Solaga, Jamal-Deen Abdulai, Akon Obu Ekpezu, Audace Niyonkuru, Samuel Rutunda, Boris Ishimwe, Michael Melese, Engineer Bainomugisha, Joyce Nakatumba-Nabende, Andrew Katumba, Claire Babirye, Jonathan Mukiibi, Vincent Kimani, Samuel Kibacia, James Maina, Fridah Emmah, Ahmed Ibrahim Shekarau, Ibrahim Shehu Adamu, Yusuf Abdullahi, Howard Lakougna, Bob MacDonald, Hadar Shemtov, Aisha Walcott-Bryant, Moustapha Cisse, Avinatan Hassidim, Jeff Dean, Yossi Matias
2025	J	`jnl`	A Systematic Review on Application of Multimodal Learning and Explainable AI in Tuberculosis Detection. IEEE Access Barbara Nansamba, Joyce Nakatumba-Nabende, Andrew Katumba, David Patrick Kateete
2025	J	`jnl`	Amplify Initiative: Building A Localized Data Platform for Globalized AI. CoRR Qazi Mamunur Rashid, Erin van Liemt, Tiffany Shih, Amber Ebinama, Karla Barrios Ramos, Madhurima Maji, Aishwarya Verma, Charu Kalia, Jamila Smith-Loud, Joyce Nakatumba-Nabende, Rehema Baguma, Andrew Katumba, Chodrine Mutebi, Jagen Marvin, Eric Peter Wairagala, Mugizi Bruce, Peter Oketta, Lawrence Nderu, Obichi Obiajunwa, Abigail Oppong, Michael Zimba, Data Authors
2025	J	`jnl`	Benchmarking Automatic Speech Recognition Models for African Languages. CoRR Alvin Nahabwe, Sulaiman Kagumire, Denis Musinguzi, Bruno Beijuka, Jonah Mubuuke Kyagaba, Peter Nabende, Andrew Katumba, Joyce Nakatumba-Nabende
2025	J	`jnl`	Deep learning for accurate B-line detection and localization in lung ultrasound imaging. Frontiers Artif. Intell. Nixson Okila, Andrew Katumba, Joyce Nakatumba-Nabende, Cosmas Mwikirize, Sudi Murindanyi, Jonathan Serugunda, Samuel Bugeza, Anthony Oriekot, Juliet Bossa, Eva Nabawanuka
2025	J	`jnl`	Emerging technologies for fast determination of nutritional quality and safety of insects for food and feed: A review. Comput. Electron. Agric. Frank Ssemakula, Sarah Nawoya, Catherine Nkirote Kunyanga, Roseline Akol, Dorothy Nakimbugwe, Rawlynce Cheruiyot Bett, Henrik Karstoft, Kim Bjerge, Andrew Katumba, Cosmas Mwikirize, Grum Gebreyesus
2025	J	`jnl`	PaliGemma-CXR: A Multi-task Multimodal Model for TB Chest X-ray Interpretation. CoRR Denis Musinguzi, Andrew Katumba, Sudi Murindanyi
2024	J	`jnl`	Building a Luganda Text-to-Speech Model From Crowdsourced Data. CoRR Sulaiman Kagumire, Andrew Katumba, Joyce Nakatumba-Nabende, John A. Quinn
2024	J	`jnl`	Computer vision and deep learning in insects for food and feed production: A review. Comput. Electron. Agric. Sarah Nawoya, Frank Ssemakula, Roseline Akol, Quentin Geissmann, Henrik Karstoft, Kim Bjerge, Cosmas Mwikirize, Andrew Katumba, Grum Gebreyesus
2024	J	`jnl`	Enhanced Infield Agriculture with Interpretable Machine Learning Approaches for Crop Classification. CoRR Sudi Murindanyi, Joyce Nakatumba-Nabende, Rahman Sanya, Rose Nakibuule, Andrew Katumba
2024	J	`jnl`	Luganda Speech Intent Recognition for IoT Applications. CoRR Andrew Katumba, Sudi Murindanyi, John Trevor Kasule, Elvis Mugume
2024	J	`jnl`	Machine Learning Analysis of Radio Data to Uncover Community Perceptions on the Ebola Outbreak in Uganda. ACM J. Comput. Sustain. Soc. Joyce Nakatumba-Nabende, Jonathan Mukiibi, Tobius Saul Bateesa, Sudi Murindanyi, Andrew Katumba, Chodrine Mutebi
2023	—	`conf`	Explainable Machine Learning Models for Swahili News Classification. NLPIR Sudi Murindanyi, Brian Afedra Yiiki, Andrew Katumba, Joyce Nakatumba-Nabende
2022	B	`conf`	The Makerere Radio Speech Corpus: A Luganda Radio Corpus for Automatic Speech Recognition. LREC Jonathan Mukiibi, Andrew Katumba, Joyce Nakatumba-Nabende, Ali Hussein, Joshua Meyer
2022	J	`jnl`	The Makerere Radio Speech Corpus: A Luganda Radio Corpus for Automatic Speech Recognition. CoRR Jonathan Mukiibi, Andrew Katumba, Joyce Nakatumba-Nabende, Ali Hussein, Josh Meyer
2021	J	`jnl`	An Overview of Machine Learning-aided Optical Performance Monitoring Techniques. CoRR Dativa K. Tizikara, Jonathan Serugunda, Andrew Katumba
2021	—	`ch.`	Computing with Integrated Photonic Reservoirs. Reservoir Computing Joni Dambre, Andrew Katumba, Chonghuai Ma, Stijn Sackesyn, Floris Laporte, Matthias Freiberger, Peter Bienstman
2021	J	`jnl`	Face Recognition as a Method of Authentication in a Web-Based System. CoRR Ben Wycliff Mugalu, Rodrick Calvin Wamala, Jonathan Serugunda, Andrew Katumba
2021	J	`jnl`	Machine Learning-Aided Optical Performance Monitoring Techniques: A Review. Frontiers Commun. Networks Dativa K. Tizikara, Jonathan Serugunda, Andrew Katumba
2021	J	`jnl`	Time-aware deep neural networks for needle tip localization in 2D ultrasound. Int. J. Comput. Assist. Radiol. Surg. Cosmas Mwikirize, Alvin B. Kimbowa, Sylvia Imanirakiza, Andrew Katumba, John L. Nosher, Ilker Hacihaliloglu
2020	J	`jnl`	A Deep Learning-based Detector for Brown Spot Disease in Passion Fruit Plant Leaves. CoRR Andrew Katumba, Moses Bomera, Cosmas Mwikirize, Gorret Namulondo, Mary Gorret Ajero, Idd Ramathani, Olivia Nakayima, Grace Nakabonge, Dorothy Okello, Jonathan Serugunda
2020	—	`conf`	Threshold Plasticity of Hybrid Sİ-VO2 Microring Resonators. OFC Zhi Wang, Qiang Li, Ziling Fu, Andrew Katumba, Florian Denis-Le Coarer, Damien Rontani, Marc Sciamanna, Peter Bienstman
2019	—	`conf`	A Power-Efficient Architecture for On-Chip Reservoir Computing. ICANN (Workshop) Stijn Sackesyn, Chonghuai Ma, Andrew Katumba, Joni Dambre, Peter Bienstman
2019	J	`jnl`	Training Passive Photonic Reservoirs With Integrated Optical Readout. IEEE Trans. Neural Networks Learn. Syst. Matthias Freiberger, Andrew Katumba, Peter Bienstman, Joni Dambre
2018	—	`conf`	Photonic Resevoir Computing: A Brain-inspired Approach for Information Processing. OFC Peter Bienstman, Joni Dambre, Andrew Katumba, Matthias Freiberger, Floris Laporte, Alessio Lugnan
2018	—	`conf`	Silicon Photonics Neuromorphic Computing and its Application to Telecommunications (Invited). ECOC Andrew Katumba, Xin Yin, Joni Dambre, Peter Bienstman
2018	J	`jnl`	Training Passive Photonic Reservoirs with Integrated Optical Readout. CoRR Matthias Freiberger, Andrew Katumba, Peter Bienstman, Joni Dambre
2017	—	`conf`	69 Gb/s DMT direct modulation of a heterogeneously integrated InP-on-Si DFB laser. OFC Abdul Rahim, Amin Abbasi, Nuno Sequeira Andre, Andrew Katumba, Hadrien Louchet, Kasper Van Gasse, Roel Baets, Geert Morthier, Gunther Roelkens
2017	J	`jnl`	A Multiple-Input Strategy to Efficient Integrated Photonic Reservoir Computing. Cogn. Comput. Andrew Katumba, Matthias Freiberger, Peter Bienstman, Joni Dambre
2017	—	`conf`	On-Chip Passive Photonic Reservoir Computing with Integrated Optical Readout. ICRC Matthias Freiberger, Andrew Katumba, Peter Bienstman, Joni Dambre
2016	—	`conf`	An integrated Photonics Reservoir Computing approach to signal equalization for telecommunications. ICTON Andrew Katumba, Bendix Schneider, Joni Dambre, Peter Bienstman
2016	—	`conf`	PAM-4 and Duobinary direct modulation of a hybrid InP/SOI DFB laser for 40 Gb/s transmission over 2 km single mode fiber. OFC Amin Abbasi, Christos Spatharakis, Giannis Kanakis, Nuno Sequeira Andre, Hadrien Louchet, Andrew Katumba, Jochem Verbist, Xin Yin, Johan Bauwelinck, Hercules Avramopoulos, Gunther Roelkens, Geert Morthier
2015	—	`conf`	Photonic reservoir computing approaches to nanoscale computation. NANOCOM Andrew Katumba, Peter Bienstman, Joni Dambre
2011	—	`conf`	An Online Digital Filters and Sound Effects Laboratory Utilizing NI SPEEDY 33 and LabVIEW DSP Module. ITNG Michael Kyesswa, Amru Mbajja, Arthur Tumusiime Asiimwe, Cosmas Mwikirize, Paul Isaac Musasizi, Sandy Stevens Tickodri-Togboa, Andrew Katumba, Julius Butime
2010	—	`conf`	Development of Online Laboratories for Modulation and Combinational Logic Circuit Analysis Using NI ELVIS II. ITNG Cosmas Mwikirize, Arthur Tumusiime Asiimwe, Lea Musasizi, Victoria Namuswa, Mary Dawn Nakasozi, Charles Mugga, Andrew Katumba, Sandy Stevens Tickodri-Togboa, Julius Butime, Paul Isaac Musasizi
2010	J	`jnl`	New Dimensions in Teaching Digital Electronics: A Multimode Laboratory Utilizing NI ELVIS IITM, LabVIEW and NI Multisim. Int. J. Online Eng. Cosmas Mwikirize, Arthur Tumusiime Asiimwe, Paul Isaac Musasizi, Sandy Stevens Tickodri-Togboa, Andrew Katumba, Julius Butime