| 2026 | ESANN | Boosting the Lottery Ticket Hypothesis with Knowledge Distillation: Finding Sparser Winning Tickets. | Daan Luyckx, Peter Karsmakers |
| 2026 | ESANN | Constraint Guided Recurrent Convolutional AutoEncoders for Condition Indicator Estimation. | Maarten Meire, Quinten Van Baelen, Ted Ooijevaar, Peter Karsmakers |
| 2025 | ESANN | Exploring Model Architectures for Real-Time Lung Sound Event Detection. | Michiel Jacobs, Lode Vuegen, Tom Verresen, Marie Schouterden, David Ruttens, Peter Karsmakers |
| 2024 | ESANN | Constraints as Alternative Learning Objective in Deep Learning. | Quinten Van Baelen, Peter Karsmakers |
| 2023 | ICMLA | Assessment of Data Augmentation and Transfer Learning for Making PIG Cough Classifier Robust to Changing Farm Conditions. | Sreenivasa Upadhyaya, Wim Buyens, Erik Vranken, Wim Desmet, Peter Karsmakers |
| 2022 | ESANN | Constraint Guided Gradient Descent: Guided Training with Inequality Constraints. | Quinten Van Baelen, Peter Karsmakers |
| 2021 | ESANN | Real-time On-edge Classification: an Application to Domestic Acoustic Event Recognition. | Lode Vuegen, Peter Karsmakers |
| 2020 | ESANN | On-edge adaptive acoustic models: an application to acoustic person presence detection. | Lode Vuegen, Peter Karsmakers |
| 2015 | Interspeech | A multi-channel speech enhancement framework for robust NMF-based speech recognition for speech-impaired users. | Gert Dekkers, Toon van Waterschoot, Bart Vanrumste, Bert Van Den Broeck, Jort F. Gemmeke, Hugo Van hamme, Peter Karsmakers |
| 2014 | ICDM | Anomaly Detection Using the Poisson Process Limit for Extremes. | Stijn Luca, Peter Karsmakers, Bart Vanrumste |
| 2013 | ICPRAM | Handling Unbalanced Data in Nocturnal Epileptic Seizure Detection using Accelerometers. | Kris Cuppens, Peter Karsmakers, Anouk Van de Vel, Bert Bonroy, Milica Milosevic, Lieven Lagae, Berten Ceulemans, Sabine Van Huffel, Bart Vanrumste |
| 2013 | Interspeech | Self-taught assistive vocal interfaces: an overview of the ALADIN project. | Jort F. Gemmeke, Bart Ons, Netsanet M. Tessema, Hugo Van hamme, Janneke van de Loo, Guy De Pauw, Walter Daelemans, Jonathan Huyghe, Jan Derboven, Lode Vuegen, Bert Van Den Broeck, Peter Karsmakers, Bart Vanrumste |
| 2008 | Interspeech | Comparison of variable selection methods and classifiers for native accent identification. | Tingyao Wu, Peter Karsmakers, Hugo Van hamme, Dirk Van Compernolle |
| 2007 | IJCNN | Multi-class kernel logistic regression: a fixed-size implementation. | Peter Karsmakers, Kristiaan Pelckmans, Johan A. K. Suykens |
| 2007 | Interspeech | Fixed-size kernel logistic regression for phoneme classification. | Peter Karsmakers, Kristiaan Pelckmans, Johan A. K. Suykens, Hugo Van hamme |