Shane Josias

Stellenbosch University — South Africa

Computer Science · Physical Sciences

1h-index14citations6works0.02yr avg
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Research Topics

Advanced Image and Video Retrieval Techniques(3), Multimodal Machine Learning Applications(3), Domain Adaptation and Few-Shot Learning(2), Advanced Neural Network Applications(1), Robotics and Sensor-Based Localization(1)

Publications6 total

On the Reliability of Likelihoods From Conditional Flow Matching Generative Models Trained in Feature Space
IET Computer Vision·2026Open Access
Deep learning approaches to landmark detection in tsetse wing images
PLoS Computational Biology·2023· 13 citedOpen Access
Jacobian Norm Regularisation and Conditioning in Neural ODEs
Communications in computer and information science·2022· 1 cited
Class-Selective Mini-Batching and Multitask Learning for Visual Relationship Recognition
SAIEE Africa Research Journal·2021Open Access
Multitask learning and data distribution search in visual relationship recognition
2020
Batch construction and multitask learning in visual relationship recognition
2020 International SAUPEC/RobMech/PRASA Conference·2020

Frequent Co-authors

Willie Brink(4), Dylan S. Geldenhuys(1), Mulanga Makhubele(1), Cang Hui(1), Pietro Landi(1), Jeremy Bingham(1), John W. Hargrove(1), C. Marijn Hazelbag(1), Willie Brink(1)