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hal-02882229v2  Conference papers
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
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hal-02882285v1  Conference papers
Guillaume Delorme, Yihong Xu, Stéphane Lathuilière, Radu Horaud, Xavier Alameda-Pineda. CANU-ReID: A Conditional Adversarial Network for Unsupervised person Re-IDentification
International Conference on Pattern Recognition, Jan 2021, Milano, Italy
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hal-02925043v1  Conference papers
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
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hal-02978978v1  Preprints, Working Papers, ...
Giorgia Cantisani, Slim Essid, Gael Richard. NEURO-STEERED MUSIC SOURCE SEPARATION WITH EEG-BASED AUDITORY ATTENTION DECODING AND CONTRASTIVE-NMF
2020
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hal-02614605v2  Preprints, Working Papers, ...
Kamélia Daudel, Randal Douc, François Portier. Infinite-dimensional gradient-based descent for alpha-divergence minimisation
2020
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hal-02934433v1  Conference papers
Karim Ibrahim, Elena Epure, Geoffroy Peeters, Gael Richard. SHOULD WE CONSIDER THE USERS IN CONTEXTUAL MUSIC AUTO-TAGGING MODELS?
21st International Society for Music Information Retrieval Conference, Oct 2020, Montreal, Canada. ⟨10.5281/zenodo.3961560⟩
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hal-02961227v1  Preprints, Working Papers, ...
Amaury Durand, François Roueff. Hilbert valued fractionally integrated autoregressive moving average processes with long memory operators
2020
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hal-02899529v1  Conference papers
Minhao Hu, Matthis Maillard, Ya Zhang, Tommaso Ciceri, Giammarco Barbera et al.  Knowledge distillation from multi-modal to mono-modal segmentation networks
MICCAI, Oct 2020, Lima, Peru. pp.772-781
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hal-02873600v1  Journal articles
David Meunier, Annalisa Pascarella, Dmitrii Altukhov, Mainak Jas, Etienne Combrisson et al.  NeuroPycon: An open-source python toolbox for fast multi-modal and reproducible brain connectivity pipelines
NeuroImage, Elsevier, 2020, 219, pp.117020. ⟨10.1016/j.neuroimage.2020.117020⟩
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hal-02996940v1  Conference papers
Andrea Vaglio, Romain Hennequin, Manuel Moussallam, Gael Richard, Florence D'alché-Buc. MULTILINGUAL LYRICS-TO-AUDIO ALIGNMENT
International Society for Music Information Retrieval Conference (ISMIR), Oct 2020, Montreal, Canada
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hal-02954656v1  Conference papers
Alessandra Budillon, Loïc Denis, Clément Rambour, Gilda Schirinzi, Florence Tupin. Regularized SAR Tomography Approaches
IGARSS (IEEE International Geoscience and Remote Sensing Symposium), Sep 2020, Hawaï, United States
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hal-02954635v1  Conference papers
Ferdaous Chaabane, Safa Réjichi, Florence Tupin. COMPARISON BETWEEN MULTITEMPORAL GRAPH BASED CLASSICAL LEARNING AND LSTM MODEL CLASSIFICATIONS FOR SITS ANALYSIS
IGARSS (International Conference on Geoscience and Remote Sensing), Sep 2020, Hawaï, United States
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hal-02949449v1  Conference papers
Hiba Yousef, Jean Le Feuvre, Alexandre Storelli. ABR prediction using supervised learning algorithms
IEEE international workshop on multimedia signal processing, Sep 2020, Tampere, Finland
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hal-02932485v1  Conference papers
Achille Aknin, Théophile Dupré, Roland Badeau. EVALUATION OF A STOCHASTIC REVERBERATION MODEL BASED ON THE IMAGE SOURCE PRINCIPLE
International Conference on Digital Audio Effects, Sep 2020, Vienne, Austria
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hal-02922102v1  Preprints, Working Papers, ...
Asma Atamna, Chloé Clavel. HRI-RNN: A User-Robot Dynamics-Oriented RNN for Engagement Decrease Detection
2020
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hal-02922336v1  Conference papers
Gianni Franchi, Andrei Bursuc, Emanuel Aldea, Séverine Dubuisson, Isabelle Bloch. TRADI: Tracking deep neural network weight distributions
16th European Conference on Computer Vision. ECCV 2020, Aug 2020, Online Event, France
hal-02941938v1  Conference papers
Willi Menapace, Stéphane Lathuilière, Elisa Ricci. Learning to Cluster under Domain Shift
European Conference on Computer Vision, Aug 2020, Edinburgh, United Kingdom
hal-02941923v1  Conference papers
Enrico Fini, Stéphane Lathuilière, Enver Sangineto, Moin Nabi, Elisa Ricci. Online Continual Learning under Extreme Memory Constraints
European Conference on Computer Vision, Aug 2020, edinburgh, United Kingdom
hal-02924471v1  Journal articles
Winston Maxwell, Stéphan Clémençon. Why Facial Recognition Algorithms Can't be Perfectly Fair
The Conversation, The Conversation France, 2020
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hal-02908973v1  Journal articles
Ludovic Burg, Christophe Lino, Marc Christie. Real-time Anticipation of Occlusions for Automated Camera Control in Toric Space
Computer Graphics Forum, Wiley, 2020, xx, pp.1 - 11. ⟨10.1111/cgf.13949⟩
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hal-02932836v1  Conference papers
Louis Faury, Marc Abeille, Clément Calauzènes, Olivier Fercoq. Improved Optimistic Algorithms for Logistic Bandits
International Conference of Machine Learning, Jul 2020, Vienne, Austria
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hal-02318267v3  Preprints, Working Papers, ...
Amaury Durand, François Roueff. Spectral analysis of weakly stationary processes valued in a separable Hilbert space
2020
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hal-02913891v1  Directions of work or proceedings
Isabelle Bloch. Actes de la conférence nationale en intelligence artificielle CNIA - PFIA 2020, Angers, 2020.
2020
hal-02899036v1  Conference papers
Ahmet Alacaoglu, Olivier Fercoq, Volkan Cevher. Random extrapolation for primal-dual coordinate descent
International conference on machine learning, Jul 2020, online, France
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tel-02901469v1  Theses
Pierre Laforgue. Deep kernel representation learning for complex data and reliability issues
Machine Learning [stat.ML]. Institut Polytechnique de Paris, 2020. English. ⟨NNT : 2020IPPAT006⟩
hal-02927208v1  Conference papers
Antoine Back, Paul Chollet, Olivier Fercoq, Patricia Desgreys. Feature selection algorithms for flexible analog-to-feature converter
2020 18th IEEE International New Circuits and Systems Conference (NEWCAS), Jun 2020, Montréal, Canada. pp.186-189, ⟨10.1109/NEWCAS49341.2020.9159817⟩
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hal-02941952v1  Conference papers
Zhenyu Zhang, Stéphane Lathuilière, Elisa Ricci, Nicu Sebe, Yan Yan et al.  Online Depth Learning Against Forgetting in Monocular Videos
IEEE/CVF Conference on Computer Vision and Pattern Recognition, Jun 2020, Seattle, United States