Moussa Doumbouya
I am a first-year Computer Science Ph.D. student at Stanford University and co-founder of gncode.org. My research interests include artificial intelligence, computational education, cognitive sciences, and natural language processing. I am also interested in building language technology for West African languages and developing STEM education in West Africa.
Curriculum vitae
Research
Using Deep Feature Representations to Increase Human Learning
Methods at the intersection of Deep Learning, Cognitive Sciences and Computational Education aiming to leverage pedagogical structures in neural network feature space to improve human learning.
Neural Machine Translation tools for ߒߞߏ(N'Ko)
AI tools to facilitate text translation from and to N'Ko, a writing system for Manding Languages.
This project aims to help the N'Ko community accelerate the translation efforts for nqo.wikipedia.org.
Publications
Academic Conferences
Industry Conferences
- Doumbouya, M., Seto, S., Horel, E., Zappella, L., Suau, X., & Apostoloff, N. (2019). Semantic Coherence Analysis. In The BayLearn Symposium. [Poster]
- Sapharishi, M., & Doumbouya, M. (2017). New Video Search Capabilities for Public Safety Through Intelligent Video Analytics and Deep Learning. In Nvidia GPU Technology Conference. [Oral Presentation]
Patents
- Doumbouya, M., Hu, Y., Piette, K., Russo, P., Venetianer, P., & Yu, B.. (2018). Alias capture to support searching for an object-of-interest. US Patent App. 16/593,789.
- Doumbouya, M., He, L., & Saptharishi, M.. (2017). System and method for CNN layer sharing. US Patent 10,628,683.
- Doumbouya, M., Hu, Y., Piette, K., Russo, P., Saptharishi, M., & Yu, B.. (2020). Sensor fusion for monitoring an object-of-interest in a region. US Patent 10,776,672.
- Butt, R., Chau, A., Doumbouya, M., Glozman, L., He, L., Lipchin, A., Marlatt, S., Sadanand, S., Saha, M., Saptharishi, M., & others. (2020). System and method for appearance search. US Patent 10,726,312.
- Alcantara, T., Doumbouya, M., Sjue, E., Valbonesi, H., & Weston, W.. (2020). Method and system for interfacing with a user to facilitate an image search for a person-of-interest. US Patent 10,810,255.
- Doumbouya, M., He, L., Hu, Y., Saptharishi, M., Zhang, H., Alcock, N., Donaldson, R., Azizabadifarahani, S., & Jessen, K.. (2019). Method and system for facilitating identification of an object-of-interest. US Patent App. 16/172,557.
- Doumbouya, M., Saptharishi, M., Sjue, E., & Valbonesi, H.. (2018). Method, system and computer program product for interactively identifying same individuals or objects present in video recordings. US Patent 10,121,515.
- Cecchini, A., & Doumbouya, M.. (2014). Systems and methods for finding mobile phone users. US Patent App. 13/644,807.