Homepage

Andrea Vaglio, Romain Hennequin, Manuel Moussallam, Gael Richard. THE WORDS REMAIN THE SAME: COVER DETECTION WITH LYRICS TRANSCRIPTION. 22nd International Society for Music Information Retrieval Conference ISMIR 2021, Nov 2021, Online, India. ⟨hal-03356164⟩
Laure Prétet, Gaël Richard, Geoffroy Peeters. Is There a "Language of Music-Video Clips" ? A Qualitative and Quantitative Study. ISMIR, Nov 2021, Virtual Event, France. ⟨hal-03330800⟩
Antoine Back, Paul Chollet, Olivier Fercoq, Patricia Desgreys. Analog-to-feature converter optimization through power-aware feature selection. International Conference on Analog VLSI Circuits, Oct 2021, Bordeaux, France. ⟨hal-03329932v2⟩
Achille Aknin, Roland Badeau. Stochastic reverberation model with a frequency dependent attenuation. IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, Oct 2021, New Paltz, NY, United States. ⟨hal-03298695⟩
Arthur Ouaknine, Alasdair Newson, Patrick Pérez, Florence Tupin, Julien Rebut. Multi-View Radar Semantic Segmentation. International Conference on Computer Vision (ICCV) 2021, Oct 2021, Montreal (virtual), Canada. ⟨hal-03324900⟩
Corentin Larroche, Johan Mazel, Stephan Clémençon. Anomalous Cluster Detection in Large Networks with Diffusion-Percolation Testing. European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN), Oct 2021, Online, Belgium. ⟨hal-03363228⟩
Anthony Trioux, Giuseppe Valenzise, Marco Cagnazzo, Michel Kieffer, François-Xavier Coudoux, et al.. A Perceptual Study of the Decoding Process of the SoftCast Wireless Video Broadcast Scheme. 2021 IEEE Workshop on Multimedia Signal Processing (MMSP), Oct 2021, TAMPERE, Finland. ⟨hal-03321849⟩
Stéphan Clémençon, Myrto Limnios, Nicolas Vayatis. Concentration Inequalities for Two-Sample Rank Processes with Application to Bipartite Ranking. Electronic Journal of Statistics , Shaker Heights, OH : Institute of Mathematical Statistics, 2021, 15 (2), pp.4659 -- 4717. ⟨hal-03190532⟩
Benoit Dufumier, Pietro Gori, Julie Victor, Antoine Grigis, Michel Wessa, et al.. Contrastive Learning with Continuous Proxy Meta-Data for 3D MRI Classification. MICCAI, Sep 2021, Strasbourg (virtuel), France. ⟨hal-03262256⟩
Myrto Limnios, Nathan Noiry, Stéphan Clémençon. Learning to Rank Anomalies: Scalar Performance Criteria and Maximization of Two-Sample Rank Statistics. LIDTA21: 3rd International Workshop on Learning with Imbalanced Domains: Theory and Applications, Proceedings of Machine Learning Research, 154, 2021, Proceedings of Machine Learning Research. ⟨hal-03345735⟩
Robin Louiset, Pietro Gori, Benoit Dufumier, Josselin Houenou, Antoine Grigis, et al.. UCSL : A Machine Learning Expectation-Maximization framework for Unsupervised Clustering driven by Supervised Learning. ECML/PKDD, Sep 2021, Bilbao, Spain. ⟨hal-03277176⟩
Amaury Durand, François Roueff. Weakly stationary stochastic processes valued in a separable Hilbert space: Gramian-Cramér representations and applications. 2021. ⟨hal-02318267v4⟩
Amaury Durand, François Roueff, Jean-Marc Jicquel, Nicolas Paul. Smooth nonnegative tensor factorization for multi-sites electrical load monitoring. EUSIPCO, Aug 2021, Dublin, Ireland. ⟨hal-03167498v2⟩
Jacques Prado. Mersenne et la conjecture de Collatz. 2021. ⟨hal-03195174v5⟩
Joelle Pineau, Philippe Vincent-Lamarre, Koustuv Sinha, Vincent Larivière, Alina Beygelzimer, et al.. Improving Reproducibility in Machine Learning Research (A Report from the NeurIPS 2019 Reproducibility Program). Journal of Machine Learning Research, 2021, 22. ⟨hal-03341560⟩
Elie Michel, Tamy Boubekeur. DAG amendment for inverse control of parametric shapes. ACM Transactions on Graphics, Association for Computing Machinery, 2021, 40 (4), pp.1 - 14. ⟨10.1145/3450626.3459823⟩. ⟨hal-03343243⟩
Giorgia Cantisani, Alexey Ozerov, Slim Essid, Gael Richard. User-guided one-shot deep model adaptation for music source separation. 2021. ⟨hal-03219350v3⟩
Anton François, Pietro Gori, Joan Glaunès. Metamorphic image registration using a semi-Lagrangian scheme. GSI2021 - Geometric Science of Information, Jul 2021, Paris, France. ⟨hal-03225754⟩
Laure Prétet, Gael Richard, Geoffroy Peeters. Cross-Modal Music-Video Recommendation: A Study of Design Choices. Special Session of the International Joint Conference on Neural Networks (IJCNN 2021), Jul 2021, Shenzhen, China. ⟨hal-03208323⟩
Antoine Liutkus, Ondřej Cífka, Shih-Lun Wu, Umut Şimşekli, Yi-Hsuan Yang, et al.. Relative Positional Encoding for Transformers with Linear Complexity. ICML 2021 - 38th International Conference on Machine Learning, Jul 2021, Virtual Only, United States. ⟨hal-03256451⟩
Loïc Denis, Emanuele Dalsasso, Florence Tupin. A review of deep-learning techniques for SAR image restoration. IGARSS 2021, Jul 2021, Bruxelles (virtual), Belgium. ⟨ujm-03123042⟩
Hiba Yousef. Adaptive streaming using Peer-to-Peer and HTTP. Multimedia [cs.MM]. Institut Polytechnique de Paris, 2021. English. ⟨NNT : 2021IPPAT017⟩. ⟨tel-03342614⟩
Charles-Alban Deledalle, Loïc Denis, Florence Tupin. Speckle reduction in matrix-log domain for synthetic aperture radar imaging. 2021. ⟨ujm-03275572⟩
Alban Gauthier, Jean-Marc Thiery, Tamy Boubekeur. MatMorpher: A Morphing Operator for SVBRDFs. Eurographics Symposium on Rendering, Jun 2021, Saarbrücken, France. ⟨hal-03356509⟩
Robin Kips, Ruowei Jiang, Sileye Ba, Edmund Phung, Parham Aarabi, et al.. Deep Graphics Encoder for Real-Time Video Makeup Synthesis from Example. CVPR Workshop Computer Vision for Fashion Art and Design, Jun 2021, Nashville (Virtual), United States. ⟨hal-03261346⟩
Ondřej Cífka, Alexey Ozerov, Umut Şimşekli, Gael Richard. Self-Supervised VQ-VAE for One-Shot Music Style Transfer. ICASSP 2021 - IEEE International Conference on Acoustics, Speech and Signal Processing, Jun 2021, Toronto / Virtual, Canada. ⟨10.1109/ICASSP39728.2021.9414235⟩. ⟨hal-03132940⟩
Raphaël Achddou, J. Matias Di Martino, Guillermo Sapiro. Nested Learning for Multi-Level Classification. ICASSP, Jun 2021, Toronto (virtuel), Canada. ⟨hal-03177336⟩
Giorgia Cantisani, Slim Essid, Gael Richard. NEURO-STEERED MUSIC SOURCE SEPARATION WITH EEG-BASED AUDITORY ATTENTION DECODING AND CONTRASTIVE-NMF. 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Jun 2021, Toronto (virtual conference), Canada. ⟨10.1109/ICASSP39728.2021.9413841⟩. ⟨hal-02978978v4⟩
Emanuele Dalsasso, Loïc Denis, Florence Tupin. As if by magic: self-supervised training of deep despeckling networks with MERLIN. 2021. ⟨ujm-03270455⟩
Vincent Couteaux. Apprentissage profond pour la segmentation et la détection automatique en imagerie multi-modale : application à l'oncologie hépatique. Imagerie médicale. Institut Polytechnique de Paris, 2021. Français. ⟨NNT : 2021IPPAT009⟩. ⟨tel-03286740⟩

Département Image, Données, Signal collection

Homepage

Latest publications