Marc‐André Carbonneau

Multiple instance learning: A survey of problem characteristics and applications

Marc‐André Carbonneau, Veronika Cheplygina, Éric Granger et al. · Pattern Recognition · 2017 · 701 citations · Full text

Artificial Intelligence, Instance-based Learning, Multiple Instance Learning +11

A Comparison of Discrete and Soft Speech Units for Improved Voice Conversion

Benjamin van Niekerk, Marc‐André Carbonneau, Julian Zaïdi et al. · ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) · 2022 · 101 citations · Full text

Engineering, Machine Learning, Speech Recognition +23

ZeroEGGS: Zero‐shot Example‐based Gesture Generation from Speech

Saeed Ghorbani, Ylva Ferstl, Daniel Holden et al. · Computer Graphics Forum · 2023 · 80 citations · Full text

Engineering, Machine Learning, Style Transfer +17

Robust multiple-instance learning ensembles using random subspace instance selection

Marc‐André Carbonneau, Éric Granger, Alexandre J. Raymond et al. · Pattern Recognition · 2016 · 56 citations

Instance-based Learning, Multiple Instance Learning, Engineering +7

Feature Learning from Spectrograms for Assessment of Personality Traits

Marc‐André Carbonneau, Éric Granger, Yazid Attabi et al. · IEEE Transactions on Affective Computing · 2017 · 30 citations · Full text

Engineering, Machine Learning, Speech Corpus +18