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Structure: Internal structure identifier : 1085231
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FlexIT: Towards Flexible Semantic Image Translation

Guillaume Couairon , Asya Grechka , Jakob Verbeek , Holger Schwenk , Matthieu Cord et al.
2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Jun 2022, New Orleans, United States. pp.18249-18258, ⟨10.1109/CVPR52688.2022.01773⟩
Conference papers hal-03957476v1
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Towards efficient feature sharing in MIMO architectures

Rémy Sun , Alexandre Ramé , Clément Masson , Nicolas Thome , Matthieu Cord et al.
2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), Jun 2022, New Orleans, United States. pp.2696-2700, ⟨10.1109/CVPRW56347.2022.00303⟩
Conference papers hal-03951737v1
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Representation Learning and Deep Generative Modeling in Dynamical Systems

Jean-Yves Franceschi
Machine Learning [cs.LG]. Sorbonne Université, 2022. English. ⟨NNT : 2022SORUS014⟩
Theses tel-03591720v1
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Generative Cooperative Networks for Natural Language Generation

Sylvain Lamprier , Thomas Scialom , Antoine Chaffin , Vincent Claveau , Ewa Kijak et al.
ICML 2022 - 39th International Conference on Machine Learning, Jul 2022, Baltimore, MD, United States. pp.11891--11905
Conference papers hal-03736116v1
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APHYN-EP: Physics-based deep learning framework to learn and forecast cardiac electrophysiology dynamics

Victoriya Kashtanova , Mihaela Pop , Ibrahim Ayed , Patrick Gallinari , Maxime Sermesant et al.
STACOM 2022 - 13th Workhop on Statistical Atlases and Computational Modelling of the Heart, Sep 2022, Singapore, Singapore
Conference papers hal-03894974v1

NEARSIDE: Structured kNowledge Extraction frAmework from SpecIes DEscriptions

Maya Sahraoui , Marc Pignal , Régine Vignes Lebbe , Vincent Guigue
Biodiversity Information Science and Standards, 2022, 6, ⟨10.3897/biss.6.94297⟩
Journal articles hal-03897571v1
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A Neural Tangent Kernel Perspective of GANs

Jean-Yves Franceschi , Emmanuel de Bézenac , Ibrahim Ayed , Mickaël Chen , Sylvain Lamprier et al.
39th International Conference on Machine Learning, International Machine Learning Society, Jul 2022, Baltimore, MD, United States. pp.6660-6704
Conference papers hal-03254591v5
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A Neural Tangent Kernel Perspective of GANs

Jean-Yves Franceschi , Emmanuel de Bézenac , Ibrahim Ayed , Mickaël Chen , Sylvain Lamprier et al.
Thirty-ninth International Conference on Machine Learning, Jul 2022, Baltimore, MD, United States.
Conference poster hal-03716574v1
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Content combination strategies for Image Classification

Rémy Sun
Artificial Intelligence [cs.AI]. Sorbonne Université, 2022. English. ⟨NNT : 2022SORUS272⟩
Theses tel-03952815v2
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On the Study of Transformers for Query Suggestion

Agnès Mustar , Sylvain Lamprier , Benjamin Piwowarski
ACM Transactions on Information Systems, 2022, 40 (1), pp.18. ⟨10.1145/3470562⟩
Journal articles hal-03541893v1

Explainability of Deep Vision-Based Autonomous Driving Systems: Review and Challenges

Éloi Zablocki , Hédi Ben-Younes , Patrick Pérez , Matthieu Cord
International Journal of Computer Vision, 2022, 130 (10), pp.2425-2452. ⟨10.1007/s11263-022-01657-x⟩
Journal articles hal-03997826v1

Does Structure Matter? Leveraging Data-to-Text Generation for Answering Complex Information Needs -Abstract

Hanane Djeddal , Thomas Gerald , Laure Soulier , Karen Pinel-Sauvagnat , Lynda Tamine et al.
Conference of the Information Retrieval Communities in Europe (CIRCLE 2022), Jul 2022, Samatan, Gers, France
Conference papers hal-03757579v1
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Real-Time Validation of Operational Ocean Models Via Eddy-Detecting Deep Neural Networks

Evangelos Moschos , Alexandre Stegner , Briac Le Vu , Olivier Schwander
IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium, Jul 2022, Kuala Lumpur, Malaysia. pp.8008-8011, ⟨10.1109/IGARSS46834.2022.9883253⟩
Conference papers hal-03861094v1
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Mapping conditional distributions for domain adaptation under generalized target shift

Matthieu Kirchmeyer , Alain Rakotomamonjy , Emmanuel de Bezenac , Patrick Gallinari
International Conference on Learning Representations, Apr 2022, Virtual, Unknown Region
Conference papers hal-03396183v3
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DeiT III: Revenge of the ViT

Hugo Touvron , Matthieu Cord , Hervé Jégou
17th European Conference on Computer Vision (ECCV 2022), Oct 2022, Tel Aviv, Israel. ⟨10.1007/978-3-031-20053-3_30⟩
Conference papers hal-03945731v1
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Deep Learning-based Flight Speed Estimation using Thermal Anemometers

Ze Wang , Jingang Qu , Pascal Morin
International Micro Air Vehicle Conference, Sep 2022, Delft, Netherlands
Conference papers hal-03779784v1

Training data-efficient image transformers & distillation through attention

Touvron Hugo , Matthieu Cord , Douze Matthijs , Massa Francisco , Sablayrolles Alexandre et al.
ICML, Jul 2021, visio, France
Conference papers hal-03997937v1
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Continuous PDE Dynamics Forecasting with Implicit Neural Representations

Yuan Yin , Matthieu Kirchmeyer , Jean-Yves Franceschi , Alain Rakotomamonjy , Patrick Gallinari et al.
The Eleventh International Conference on Learning Representations, International Conference on Representation Learning, May 2023, Kigali, Rwanda
Conference papers hal-03792179v2
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Which Discriminator for Cooperative Text Generation?

Antoine Chaffin , Thomas Scialom , Sylvain Lamprier , Jacopo Staiano , Benjamin Piwowarski et al.
SIGIR 2022 - 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Jul 2022, Madrid, Spain. pp.2360-2365, ⟨10.1145/3477495.3531858⟩
Conference papers hal-03718429v1

Improving Robustness of Deep Reinforcement Learning Agents: Environment Attack based on the Critic Network

Lucas Schott , Hatem Hajri , Sylvain Lamprier
2022 International Joint Conference on Neural Networks (IJCNN), Jul 2022, Padua, France. pp.1-8, ⟨10.1109/IJCNN55064.2022.9892901⟩
Conference papers hal-03797085v1
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MULTI-SCALE PHYSICAL REPRESENTATIONS FOR AP-PROXIMATING PDE SOLUTIONS WITH GRAPH NEU-RAL OPERATORS

Leon Migus , Yuan Yin , Jocelyn Ahmed Mazari , Patrick Gallinari
ICLR 2022 Workshop on Geometrical and Topological Representation Learning, Apr 2022, En ligne, France
Conference papers hal-03709247v1
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An Extensible Benchmarking Graph-Mesh Dataset for Studying Steady-State Incompressible Navier-Stokes Equations

Florent Bonnet , Jocelyn Ahmed Mazari , Thibaut Munzer , Pierre Yser , Patrick Gallinari et al.
ICLR 2022 Workshop on Geometrical and Topological Representation Learning, Apr 2022, In remote, France
Conference papers hal-03709263v1
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HMOE: Hypernetwork-based Mixture of Experts for Domain Generalization

Jingang Qu , Thibault Faney , Ze Wang , Patrick Gallinari , Soleiman Yousef et al.
2022
Preprints, Working Papers, ... hal-03855006v1

Enforcing Individual Fairness via Rényi Variational Inference

Vincent Grari , Oualid El Hajouji , Sylvain Lamprier , Marcin Detyniecki
28th International Conference on Neural Information Processing - ICONIP 2021, Dec 2021, Bali, Indonesia. pp.608-616, ⟨10.1007/978-3-030-92307-5_71⟩
Conference papers hal-03923301v1
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Efficient Vision-Language Pretraining with Visual Concepts and Hierarchical Alignment

Mustafa Shukor , Guillaume Couairon , Matthieu Cord
33rd British Machine Vision Conference (BMVC), Nov 2022, London, United Kingdom
Conference papers hal-03811336v1
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Swapping Semantic Contents for Mixing Images

Rémy Sun , Clément Masson , Gilles Hénaff , Nicolas Thome , Matthieu Cord et al.
2022 26th International Conference on Pattern Recognition (ICPR), Aug 2022, Montreal, Canada. pp.1280-1286, ⟨10.1109/ICPR56361.2022.9956602⟩
Conference papers hal-03951744v1
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Embedding Arithmetic of Multimodal Queries for Image Retrieval

Guillaume Couairon , Matthijs Douze , Matthieu Cord , Holger Schwenk
2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), Jun 2022, New Orleans, France. pp.4946-4954, ⟨10.1109/CVPRW56347.2022.00542⟩
Conference papers hal-03957468v1

From Distillation to Hard Negative Sampling

Thibault Formal , Carlos Lassance , Benjamin Piwowarski , Stéphane Clinchant
SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Jul 2022, Madrid, Spain. pp.2353-2359, ⟨10.1145/3477495.3531857⟩
Conference papers hal-03736109v1

Detecting 32 Pedestrian Attributes for Autonomous Vehicles

Taylor Mordan , Matthieu Cord , Patrick Perez , Alexandre Alahi
IEEE Transactions on Intelligent Transportation Systems, 2022, 23 (8), pp.11823-11835. ⟨10.1109/TITS.2021.3107587⟩
Journal articles hal-03997902v1
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Direct then Diffuse: Incremental Unsupervised Skill Discovery for State Covering and Goal Reaching

Pierre-Alexandre Kamienny , Jean Tarbouriech , Sylvain Lamprier , Alessandro Lazaric , Ludovic Denoyer et al.
ICLR 2022, Apr 2022, Virtual, United States. 2022
Conference poster hal-03923264v1