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hal-02882229v2  Conference papers
Sylvain GuyStéphane LathuilièrePablo MesejoRadu 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-02925043v1  Conference papers
Iyed TrimecheFlorence RossantIsabelle BlochMichel 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-02934433v1  Conference papers
Karim IbrahimElena EpureGeoffroy PeetersGael 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-02996940v1  Conference papers
Andrea VaglioRomain HennequinManuel MoussallamGael RichardFlorence 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 BudillonLoïc DenisClément RambourGilda SchirinziFlorence 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 ChaabaneSafa RéjichiFlorence 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 YousefJean Le FeuvreAlexandre 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 AkninThéophile DupréRoland 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-02922336v1  Conference papers
Gianni FranchiAndrei BursucEmanuel AldeaSéverine DubuissonIsabelle 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 MenapaceStéphane LathuilièreElisa Ricci. Learning to Cluster under Domain Shift
European Conference on Computer Vision, Aug 2020, Edinburgh, United Kingdom
hal-02941923v1  Conference papers
Enrico FiniStéphane LathuilièreEnver SanginetoMoin NabiElisa Ricci. Online Continual Learning under Extreme Memory Constraints
European Conference on Computer Vision, Aug 2020, edinburgh, United Kingdom
hal-02924471v1  Journal articles
Winston MaxwellStéphan Clémençon. Why Facial Recognition Algorithms Can't be Perfectly Fair
The Conversation, The Conversation France, 2020
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hal-02932836v1  Conference papers
Louis FauryMarc AbeilleClément CalauzènesOlivier Fercoq. Improved Optimistic Algorithms for Logistic Bandits
International Conference of Machine Learning, Jul 2020, Vienne, Austria
hal-02899036v1  Conference papers
Ahmet AlacaogluOlivier FercoqVolkan 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 BackPaul CholletOlivier FercoqPatricia 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 ZhangStéphane LathuilièreElisa RicciNicu SebeYan 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