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Works (15)

UPose3D: Uncertainty-Aware 3D Human Pose Estimation with Cross-view and Temporal Cues

2025 | Book chapter
DOI: 10.1007/978-3-031-72640-8_2
Contributors: Vandad Davoodnia; Saeed Ghorbani; Marc-André Carbonneau; Alexandre Messier; Ali Etemad
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Crossref

Measuring Disentanglement: A Review of Metrics

IEEE Transactions on Neural Networks and Learning Systems
2024 | Journal article
DOI: 10.1109/TNNLS.2022.3218982
Contributors: Marc-André Carbonneau; Julian Zaïdi; Jonathan Boilard; Ghyslain Gagnon
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Crossref

Rhythm Modeling for Voice Conversion

IEEE Signal Processing Letters
2023 | Journal article
DOI: 10.1109/LSP.2023.3313515
Contributors: Benjamin van Niekerk; Marc-André Carbonneau; Herman Kamper
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Crossref

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

Computer Graphics Forum
2023-02 | Journal article
DOI: 10.1111/cgf.14734
Contributors: Saeed Ghorbani; Ylva Ferstl; Daniel Holden; Nikolaus F. Troje; Marc‐André Carbonneau
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Crossref

Exemplar-based Stylized Gesture Generation from Speech: An Entry to the GENEA Challenge 2022

2022-11-07 | Conference paper
DOI: 10.1145/3536221.3558068
Contributors: Saeed Ghorbani; Ylva Ferstl; Marc-André Carbonneau
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Crossref

Energy disaggregation using variational autoencoders

Energy and Buildings
2022-01 | Journal article
DOI: 10.1016/j.enbuild.2021.111623
Part of ISSN: 0378-7788
Source: Self-asserted source
Marc-André Carbonneau

Artist guided generation of video game production quality face textures

Computers & Graphics
2021-08 | Journal article
DOI: 10.1016/j.cag.2021.06.004
Contributors: Christian Murphy; Sudhir Mudur; Daniel Holden; Marc-André Carbonneau; Donya Ghafourzadeh; Andre Beauchamp
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Crossref

Feature Learning from Spectrograms for Assessment of Personality Traits

IEEE Transactions on Affective Computing
2020-01-01 | Journal article
DOI: 10.1109/TAFFC.2017.2763132
Contributors: Marc-Andre Carbonneau; Eric Granger; Yazid Attabi; Ghyslain Gagnon
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Crossref

Bag-Level Aggregation for Multiple-Instance Active Learning in Instance Classification Problems

IEEE Transactions on Neural Networks and Learning Systems
2019-05 | Journal article
DOI: 10.1109/tnnls.2018.2869164
Part of ISSN: 2162-237X
Part of ISSN: 2162-2388
Source: Self-asserted source
Marc-André Carbonneau
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Multiple instance learning: A survey of problem characteristics and applications

Pattern Recognition
2018-05 | Journal article
DOI: 10.1016/j.patcog.2017.10.009
Part of ISSN: 0031-3203
Source: Self-asserted source
Marc-André Carbonneau

Score thresholding for accurate instance classification in multiple instance learning

2016 Sixth International Conference on Image Processing Theory, Tools and Applications (IPTA)
2016-12 | Conference paper
DOI: 10.1109/ipta.2016.7821026
Source: Self-asserted source
Marc-André Carbonneau

Witness identification in multiple instance learning using random subspaces

2016 23rd International Conference on Pattern Recognition (ICPR)
2016-12 | Conference paper
DOI: 10.1109/icpr.2016.7900199
Source: Self-asserted source
Marc-André Carbonneau

Robust multiple-instance learning ensembles using random subspace instance selection

Pattern Recognition
2016-10 | Journal article
DOI: 10.1016/j.patcog.2016.03.035
Part of ISSN: 0031-3203
Source: Self-asserted source
Marc-André Carbonneau

Real-time visual play-break detection in sport events using a context descriptor

2015 IEEE International Symposium on Circuits and Systems (ISCAS)
2015-05 | Conference paper
DOI: 10.1109/iscas.2015.7169270
Source: Self-asserted source
Marc-André Carbonneau

Detection of alarms and warning signals on an digital in-ear device

International Journal of Industrial Ergonomics
2013-11 | Journal article
DOI: 10.1016/j.ergon.2012.07.001
Part of ISSN: 0169-8141
Source: Self-asserted source
Marc-André Carbonneau
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