Dynamical Variational Autoencoders: A Comprehensive Review L Girin, S Leglaive, X Bie, J Diard, T Hueber, X Alameda-Pineda Foundations and Trends® in Machine Learning 15 (1-2), 1-175, 2021 | 244 | 2021 |
Multi-Person Extreme Motion Prediction W Guo*, X Bie*, X Alameda-Pineda, F Moreno-Noguer Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022 | 69 | 2022 |
Unsupervised speech enhancement using dynamical variational autoencoders X Bie, S Leglaive, X Alameda-Pineda, L Girin IEEE/ACM Transactions on Audio, Speech, and Language Processing 30, 2993-3007, 2022 | 48 | 2022 |
HiT-DVAE: Human Motion Generation via Hierarchical Transformer Dynamical VAE X Bie, W Guo, S Leglaive, L Girin, F Moreno-Noguer, X Alameda-Pineda arXiv preprint arXiv:2204.01565, 2022 | 14 | 2022 |
A Benchmark of Dynamical Variational Autoencoders applied to Speech Spectrogram Modeling X Bie, L Girin, S Leglaive, T Hueber, X Alameda-Pineda Interspeech, 2021 | 12 | 2021 |
Speech Modeling with a Hierarchical Transformer Dynamical VAE X Lin, X Bie, S Leglaive, L Girin, X Alameda-Pineda ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023 | 2 | 2023 |
Learning Discrete Representation with Optimal Transport Quantized Autoencoders X Bie, D Chen, X Cun, S Xi openreview, 2023 | 1* | 2023 |
Dynamical Variational Autoencoders for Multimedia Processing X Bie Université Grenoble Alpes [2020-....], 2023 | | 2023 |
Les auto-encodeurs variationnels dynamiques et leur application à la modélisation de spectrogrammes de parole L Girin, X Bie, S Leglaive, T Hueber, X Alameda-Pineda Proc. XXXIVe Journées d'Études sur la Parole--JEP 2022, 655-663, 2022 | | 2022 |