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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, Jean-Marc Jicquel, Nicolas Paul. Smooth nonnegative tensor factorization for multi-sites electrical load monitoring. EUSIPCO, Aug 2021, Dublin, Ireland. ⟨hal-03167498v2⟩
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⟩
Jacques Prado. Mersenne et la conjecture de Collatz. 2021. ⟨hal-03195174v4⟩
Charles-Alban Deledalle, Loïc Denis, Florence Tupin. Speckle reduction in matrix-log domain for synthetic aperture radar imaging. 2021. ⟨ujm-03275572⟩
Ondřej Cífka, Alexey Ozerov, Umut Simsekli, 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⟩
Giorgia Cantisani, Alexey Ozerov, Slim Essid, Gael Richard. User-guided one-shot deep model adaptation for music source separation. 2021. ⟨hal-03219350v2⟩
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⟩
Olivier Fercoq. Quadratic error bound of the smoothed gap and the restarted averaged primal-dual hybrid gradient. 2021. ⟨hal-03228252⟩
Giammarco La Barbera, Pietro Gori, Haithem Boussaid, Bruno Belucci, Alessandro Delmonte, et al.. Automatic size and pose homogenization with Spatial Transformer Network to improve and accelerate pediatric segmentation. ISBI 2021 - IEEE International Symposium on Biomedical Imaging, Apr 2021, Nice, France. ⟨hal-03131980⟩
Nicolas Gonthier. Transfer learning of convolutional neural networks for texture synthesis and visual recognition in artistic images. Computer Vision and Pattern Recognition [cs.CV]. Université Paris-Saclay, 2021. English. ⟨NNT : 2021UPASG024⟩. ⟨tel-03227373⟩
Emanuele Dalsasso, Loïc Denis, Florence Tupin. How to handle spatial correlations in SAR despeckling? Resampling strategies and deep learning approaches. EUSAR 2021: 13th European Conference on Synthetic Aperture Radar, Mar 2021, Leipzig (virtual), Germany. ⟨hal-02538046v2⟩
Nicolas Gasnier, Loïc Denis, Florence Tupin. Generalized Likelihood Ratio Tests for Linear Structure Detection in SAR Images. EUSAR 2021: 13th European Conference on Synthetic Aperture Radar, Mar 2021, Leipzig (virtual), Germany. ⟨hal-03095246⟩
Clément Rambour, Loïc Denis, Florence Tupin. 3D Buildings Reconstruction with SAR Tomography Guided by Partial Footprints Information. EUSAR 2021, Mar 2021, VIRTUEL, Germany. ⟨hal-03244795⟩
Randal Douc, François Roueff, Tepmony Sim. Necessary and sufficient conditions for the identifiability of observation-driven models. Journal of Time Series Analysis, Wiley-Blackwell, 2021, 42 (2), pp.140-160. ⟨10.1111/jtsa.12559⟩. ⟨hal-02088860v3⟩
Giorgia Cantisani, Slim Essid, Gael Richard. NEURO-STEERED MUSIC SOURCE SEPARATION WITH EEG-BASED AUDITORY ATTENTION DECODING AND CONTRASTIVE-NMF. 2021. ⟨hal-02978978v4⟩
Pascal Bianchi, Walid Hachem, Sholom Schechtman. Convergence of constant step stochastic gradient descent for non-smooth non-convex functions. 2021. ⟨hal-02564349v2⟩
Javier Nistal, Stefan Lattner, Gael Richard. Comparing Representations for Audio Synthesis Using Generative Adversarial Networks. 2020 28th European Signal Processing Conference (EUSIPCO), Jan 2021, Amsterdam (virtual), France. pp.161-165, ⟨10.23919/Eusipco47968.2020.9287799⟩. ⟨hal-03233340⟩
Sylvain Guy, Stéphane Lathuilière, Pablo Mesejo, Radu Horaud. Learning Visual Voice Activity Detection with an Automatically Annotated Dataset. International Conference on Pattern Recognition, Jan 2021, Milano, Italy. ⟨hal-02882229v2⟩
Guillaume Delorme, Yihong Xu, Stéphane Lathuilière, Radu Horaud, Xavier Alameda-Pineda. CANU-ReID: A Conditional Adversarial Network for Unsupervised person Re-IDentification. ICPR 2020 - 25th International Conference on Pattern Recognition, Jan 2021, Milano, Italy. pp.1-8. ⟨hal-02882285⟩
Gasnier Nicolas, Loïc Denis, Roger Fjørtoft, Frédéric Liege, Florence Tupin. Narrow River Extraction from SAR Images Using Exogenous Information. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, IEEE, In press. ⟨hal-03118107v2⟩
Kamélia Daudel, Randal Douc, François Roueff. Monotonic alpha-divergence minimisation. 2021. ⟨hal-03164338⟩
Nicolas Gasnier, Loïc Denis, Florence Tupin. On the use and denoising of the temporal geometric mean for SAR time series. IEEE Geoscience and Remote Sensing Letters, IEEE - Institute of Electrical and Electronics Engineers, In press, ⟨10.1109/LGRS.2021.3051936⟩. ⟨hal-03095153⟩
Corentin Mercier. Modélisation géométrique, simplification et visualisation des fibres de la matière blanche du cerveau. Medical Imaging. Institut Polytechnique de Paris, 2020. English. ⟨NNT : 2020IPPAT048⟩. ⟨tel-03189123⟩
Corentin Larroche, Johan Mazel, Stéphan Clémençon. Recent Trends in Statistical Analysis of Event Logs for Network-Wide Intrusion Detection. Conference on Artificial Intelligence for Defense (CAID), Dec 2020, Rennes, France. ⟨hal-03123038⟩
Aidan Meacham, Roland Badeau, Jean-Dominique Polack. Auralization of a Hybrid Sound Field using a Wave-Stress Tensor Based Model. Forum Acusticum, Dec 2020, Lyon, France. pp.523-529, ⟨10.48465/fa.2020.0833⟩. ⟨hal-03235295⟩
Anthony Trioux, Giuseppe Valenzise, Marco Cagnazzo, Michel Kieffer, François-Xavier Coudoux, et al.. Subjective and objective quality assessment of the softcast video transmission scheme. 2020 IEEE International Conference on Visual Communications and Image Processing (VCIP), Dec 2020, Macau, China. ⟨hal-02997050⟩
Jérémy Chopin, Jean-Baptiste Fasquel, Harold Mouchère, R. Dayot, I. Bloch. Semantic image segmentation based on spatial relationships and inexact graph matching. International Conference on Image Processing Theory, Tools and Applications (IPTA), Nov 2020, Paris, France. ⟨10.1109/IPTA50016.2020.9286611⟩. ⟨hal-02916165⟩
Iyed Trimeche, Florence Rossant, Isabelle Bloch, Michel Pâques. Fully automatic CNN-based segmentation of retinal bifurcations in 2D adaptive optics ophthalmoscopy images. International Conference on Image Processing Theory, Tools and Applications (IPTA 2020), Nov 2020, PARIS, France. ⟨hal-02925043⟩

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