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Robust One-Class Classification with Signed Distance Function using 1-Lipschitz Neural Networks

Louis Béthune , Paul Novello , Thibaut Boissin , Guillaume Coiffier , Mathieu Serrurier et al.
Preprints, Working Papers, ... hal-03977272v1
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Adaptive scaling of the learning rate by second order automatic differentiation

Frédéric de Gournay , Alban Gossard
Preprints, Working Papers, ... hal-03748574v2
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Overestimation learning with guarantees

Adrien Gauffriau , François Malgouyres , Mélanie Ducoffe
AAAI-21, workshop on safeAI, Feb 2021, Valence (Virtual), Spain
Conference papers hal-03118707v1
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Deep Learning applied to Road Traffic Speed forecasting

Thomas Epelbaum , Fabrice Gamboa , Jean-Michel Loubes , Jessica Martin
Preprints, Working Papers, ... hal-01598905v1
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Skull conductivity estimation for EEG source localization

Facundo Costa , Hadj Batatia , Thomas Oberlin , Jean-Yves Tourneret
IEEE Signal Processing Letters, 2017, vol.24 (n°4), pp. 422-426. ⟨10.1109/LSP.2017.2669101⟩
Journal articles hal-01681070v1

Emergent Protein Folding Modeled with Evolved Neural Cellular Automata Using the 3D HP Model

Jose Santos , Pablo Villot , Martin Dieguez
Journal of Computational Biology, 2014
Journal articles hal-01892984v1
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Action Recognition with Fusion of Multiple Graph Convolutional Networks

Camille Maurice , Frédéric Lerasle
2021 17th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS), Nov 2021, Washington, DC, United States. ⟨10.1109/AVSS52988.2021.9663765⟩
Conference papers hal-03562364v1
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End-to-end speaker segmentation for overlap-aware resegmentation

Hervé Bredin , Antoine Laurent
Interspeech 2021, Aug 2021, Brno, Czech Republic
Conference papers hal-03257524v1

Evolving Programs to Build Artificial Neural Networks

Julian Miller , Dennis G. Wilson , Sylvain Cussat-Blanc
Adamatzky; Andrew and Kendon; Viv. ECC : Emergence, Complexity and Computation book series, 35, Springer, pp.23--71, 2020, From Astrophysics to Unconventional Computation, 978-3-030-15791-3. ⟨10.1007/978-3-030-15792-0_2⟩
Book sections hal-02960439v1

Guest Editor's Introduction: Special Section on Green Computing in Internet of Things

Haijun Zhang , Didier El Baz , Victor C. M. Leung
IEEE Transactions on Emerging Topics in Computing, 2020, 8 (3), pp.750-751. ⟨10.1109/TETC.2020.2999237⟩
Journal articles hal-02960835v1
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Imbalance Prediction Among Elderly People Using Deep Learning

Oussema Fakhfakh , Imen Megdiche , Réjane Dalce , Thierry Val
17th ACS/IEEE International Conference on Computer Systems and Applications AICCSA 2020, HOPE, Nov 2020, Antalya, Turkey
Conference papers hal-02931337v1
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Reconstruction-Base Change Detection with Image Completion for a Free-Moving Camera

Tsubasa Minematsu , Atsushi Shimada , Hideaki Uchiyama , Vincent Charvillat , Rin-Ichiro Taniguchi et al.
Sensors, 2018, 18 (4), pp.1232-1251. ⟨10.3390/s18041232⟩
Journal articles hal-02064613v1
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On Parallel or Distributed Asynchronous Iterations with Unbounded Delays and Possible Out of Order Messages or Flexible Communication for Convex Optimization Problems and Machine Learning

Didier El Baz
2022 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW), May 2022, Lyon, France. pp.807-813, ⟨10.1109/IPDPSW55747.2022.00135⟩
Conference papers hal-03793141v1

Electronic Portal Imaging Devices Using Artificial Neural Networks

Frédéric Chatrie , Fouad Younan , Jocelyne Mazurier , Luc Simon , Laure Vieillevigne et al.
Springer. World Congress on Medical Physics and Biomedical Engineering 2018, , pp.633-636, 2018, ⟨10.1007/978-981-10-9023-3_117⟩
Book sections hal-01998620v1
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An online Minorization-Maximization algorithm

Hien Duy Nguyen , Florence Forbes , Gersende Fort , Olivier Cappé
17th Conference of the International Federation of Classification Societies, Jul 2022, Porto, Portugal
Conference papers hal-03542180v1
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Toward Self-Aware Robots

Raja Chatila , Erwan Renaudo , Mihai Andries , Omar Ricardo Chavez-Garcia , Pierre Luce-Vayrac et al.
Frontiers in Robotics and AI, 2018, 5, pp.88. ⟨10.3389/frobt.2018.00088⟩
Journal articles hal-01856931v1
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Suivi de passagers de bus par apprentissage profond

Claire Labit-Bonis , Jérôme Thomas , Frédéric Lerasle , Jorge Francisco Madrigal Diaz
Congrès Reconnaissance des Formes, Image, Apprentissage et Perception (RFIAP 2018), Jun 2018, Marne-la-Vallée, France. 8p
Conference papers hal-01830834v1
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Deep Learning with Dense Random Neural Network for Detecting Attacks against IoT-connected Home Environments

Olivier Brun , Yonghua Yin , Erol Gelenbe
First workshop on Secure and Efficient Deployment of IoT (SEDIT 2018), Aug 2018, Gran Canaria, Spain. 6p., ⟨10.1016/j.procs.2018.07.183⟩
Conference papers hal-02062117v1
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Adversarial frontier stitching for remote neural network watermarking

Erwan Le Merrer , Patrick Pérez , Gilles Trédan
Neural Computing and Applications, 2019, 32 (13), pp.9233-9244. ⟨10.1007/s00521-019-04434-z⟩
Journal articles hal-02264449v1
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Physically-constrained data-driven inversions to infer the bed topography beneath glaciers flows. Application to East Antarctica

Jérôme Monnier , Jiamin Zhu
Computational Geosciences, 2021, 25 (5), pp.1793-1819. ⟨10.1007/s10596-021-10070-1⟩
Journal articles hal-01926620v4
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Towards the Prediction of Semantic Complexity Based on Concept Graphs

Rémi Venant , Mathieu d'Aquin
12th International Conference on Educational Data Mining (EDM 2019), Jul 2019, Montreal, Canada. pp.188-197
Conference papers hal-02315319v1

Audio-video fusion strategies for active speaker detection in meetings

Lionel Pibre , Jorge Francisco Madrigal Diaz , Cyrille Equoy , Frédéric Lerasle , Thomas Pellegrini et al.
Multimedia Tools and Applications, 2022, 2022, pp.1-26. ⟨10.1007/s11042-022-13746-7⟩
Journal articles hal-03792965v1
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Training Many Neural Networks in Parallel via Back-Propagation

Javier A Cruz-López , Vincent Boyer , Didier El Baz
IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW 2017), May 2017, Orlando, United States. pp.501-509, ⟨10.1109/IPDPSW.2017.72⟩
Conference papers hal-02115612v1
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Design and Input Allocation for Robots with Saturated Inputs via Genetic Algorithms

Michele Furci , Davide Bicego , Antonio Franchi
12th IFAC Symposium on Robot Control (SYROCO), Aug 2018, Budapest, Hungary. 6p
Conference papers hal-01846467v1

Etude de la réflexivité et extension réflexive du langage d'acteur PLASMA II : PLASMA II/R

Laurent Lapasset
Other publications hal-01515581v1
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Continual self-supervised domain adaptation for end-to-end speaker diarization

Juan Manuel Coria , Hervé Bredin , Sahar Ghannay , Sophie Rosset
IEEE Spoken Language Technology Workshop (SLT 2022), IEEE Speech and Language Processing Technical Committee, Jan 2023, Doha, Qatar. à paraître
Conference papers hal-03824546v1
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Leveraging Influence Functions for Dataset Exploration and Cleaning

Agustin Martin Picard , David Vigouroux , Petr Zamolodtchikov , Quentin Vincenot , Jean-Michel Loubes et al.
11th European Congress Embedded Real Time Systems (ERTS 2022), Jun 2022, Toulouse, France. pp.1-8
Conference papers hal-03617649v1
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Vision artificielle pour les non-voyants : une approche bio-inspirée pour la reconnaissance de formes

Adrien Brilhault
Intelligence artificielle [cs.AI]. Université Toulouse III Paul Sabatier, 2014. Français. ⟨NNT : ⟩
Theses tel-01127709v1
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Hybrid Neural Network -Variational Data Assimilation algorithm to infer river discharges from SWOT-like data

Kévin Larnier , Jerome Monnier
Preprints, Working Papers, ... hal-02901786v3
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Adversarial frontier stitching for remote neural network watermarking

Erwan Le Merrer , Patrick Perez , Gilles Trédan
Rapport LAAS n° 17713. 2017
Other reports hal-02043818v1