| 2026 | LREC | Forewarned Is Forearmed: When Non-Sequential Embedding Turns into an Anomaly Detector. | Elys Allesiardo, Antoine Caubrire, Valentin Vielzeuf |
| 2026 | LREC | SENS-ASR: Semantic Embedding Injection in Neural-transducer for Streaming Automatic Speech Recognition. | Youness Dkhissi, Valentin Vielzeuf, Elys Allesiardo, Anthony Larcher |
| 2026 | LREC | The Speech-LLM Takes It All: A Truly Fully End-to-End Spoken Dialog State Tracking Approach. | Nizar El Ghazal, Antoine Caubrire, Valentin Vielzeuf |
| 2024 | EACL | Towards efficient self-supervised representation learning in speech processing. | Luis Lugo, Valentin Vielzeuf |
| 2021 | ASRU | Efficient Conformer: Progressive Downsampling and Grouped Attention for Automatic Speech Recognition. | Maxime Burchi, Valentin Vielzeuf |
| 2019 | CVPR | MFAS: Multimodal Fusion Architecture Search. | Juan-Manuel Prez-Ra, Valentin Vielzeuf, Stphane Pateux, Moez Baccouche, Frdric Jurie |
| 2018 | BMVC | CAKE: a Compact and Accurate K-dimensional representation of Emotion. | Corentin Kervadec, Valentin Vielzeuf, Stphane Pateux, Alexis Lechervy, Frdric Jurie |
| 2018 | ECCV | CentralNet: A Multilayer Approach for Multimodal Fusion. | Valentin Vielzeuf, Alexis Lechervy, Stphane Pateux, Frdric Jurie |
| 2018 | ICMI | An Occam's Razor View on Learning Audiovisual Emotion Recognition with Small Training Sets. | Valentin Vielzeuf, Corentin Kervadec, Stphane Pateux, Alexis Lechervy, Frdric Jurie |
| 2017 | ICMI | Temporal multimodal fusion for video emotion classification in the wild. | Valentin Vielzeuf, Stphane Pateux, Frdric Jurie |