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Structure: Internal structure identifier : 541720
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Improving Latent Representations of ConvNets for Visual Understanding

Thomas Robert
Artificial Intelligence [cs.AI]. Sorbonne Université, 2019. English. ⟨NNT : 2019SORUS343⟩
Theses tel-02309812v2
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A Tri-Partite Neural Document Language Model for Semantic Information Retrieval

Gia-Hung Nguyen , Lynda Tamine , Laure Soulier , Nathalie Souf
ESWC 2018 - 15th European Semantic Web Conference, Jun 2018, Heraklion, Crète, Greece. pp.445-461, ⟨10.1007/978-3-319-93417-4_29⟩
Conference papers hal-01841594v2

Contextualized Embeddings in Named-Entity Recognition: An Empirical Study on Generalization

Bruno Taille , Vincent Guigue , Patrick Gallinari
ECIR 2020 - 42nd European Conference on Information Retrieval, Apr 2020, Lisbon, Portugal
Conference papers hal-02503463v1
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Deep representation spaces

Micael Carvalho
Artificial Intelligence [cs.AI]. Sorbonne Université, 2018. English. ⟨NNT : 2018SORUS292⟩
Theses tel-02503198v1

REVE: Regularizing Deep Learning with Variational Entropy Bound

Antoine Saporta , Yifu Chen , Michael Blot , Matthieu Cord
2019 IEEE International Conference on Image Processing (ICIP), Sep 2019, Taipei, Taiwan. pp.1610-1614, ⟨10.1109/ICIP.2019.8804396⟩
Conference papers hal-02316946v1
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Multimodal Deep Neural Networks for Pose Estimation and Action Recognition

Diogo C Luvizon , Hedi Tabia , David Picard
Congrès Reconnaissance des Formes, Image, Apprentissage et Perception (RFIAP 2018), Jun 2018, Marne-la-Vallée, France
Conference papers hal-01815707v1

Capturing Entity Hierarchy in Data-to-Text Generative Models

Clément Rebuffel , Laure Soulier , Geoffrey Scoutheeten , Patrick Gallinari
First Joint Conference of the Information Retrieval Communities in Europe (CIRCLE 2020), Jul 2020, Online, France
Conference papers hal-03479813v1
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Data-QuestEval: A Reference-less Metric for Data-to-Text Semantic Evaluation

Clément Rebuffel , Thomas Scialom , Laure Soulier , Benjamin Piwowarski , Sylvain Lamprier , et al.
2021 Conference on Empirical Methods in Natural Language Processing (EMNLP), Nov 2021, Punta Cana, Dominican Republic. pp.8029-8036, ⟨10.18653/v1/2021.emnlp-main.633⟩
Conference papers hal-03479905v1

Deep dynamic neural networks for temporal language modeling in author communities

Edouard Delasalles , Sylvain Lamprier , Ludovic Denoyer
Knowledge and Information Systems (KAIS), 2021, 63 (3), pp.733-757. ⟨10.1007/s10115-020-01539-z⟩
Journal articles hal-03923295v1

PLOP: Learning without Forgetting for Continual Semantic Segmentation

Arthur Douillard , Yifu Chen , Arnaud Dapogny , Matthieu Cord
CVPR, Jun 2021, Nashville, United States
Conference papers hal-03503831v1
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Answers Unite! Unsupervised Metrics for Reinforced Summarization Models

Thomas Scialom , Sylvain Lamprier , Benjamin Piwowarski , Jacopo Staiano
2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP), Nov 2019, Hong Kong, China. pp.3237-3247, ⟨10.18653/v1/D19-1320⟩
Conference papers hal-02350999v1
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Distilling the knowledge in CNN for WCE screening tool

Thomas Garbay , Orlando Chuquimia , Andrea Pinna , Hichem Sahbi , Xavier Dray , et al.
2019 Conference on Design and Architectures for Signal and Image Processing (DASIP), Oct 2019, Montreal, Canada. pp.19-22, ⟨10.1109/DASIP48288.2019.9049201⟩
Conference papers hal-03467026v1

QuestEval: Summarization Asks for Fact-based Evaluation

Thomas Scialom , Paul-Alexis Dray , Sylvain Lamprier , Benjamin Piwowarski , Jacopo Staiano , et al.
2021 Conference on Empirical Methods in Natural Language Processing, Nov 2021, Online and Punta Cana, Dominican Republic. pp.6594-6604, ⟨10.18653/v1/2021.emnlp-main.529⟩
Conference papers hal-03923328v1

Stochastic sparse adversarial attacks

Hatem Hajri , Manon Césaire , Théo Combey , Sylvain Lamprier , Patrick Gallinari
Workshop DEEL (2021), 2021, En visio, France
Poster communications hal-03878093v1

MLSUM: The Multilingual Summarization Corpus

Thomas Scialom , Paul-Alexis Dray , Sylvain Lamprier , Benjamin Piwowarski , Jacopo Staiano
2020 Conference on Empirical Methods in Natural Language Processing (EMNLP), Nov 2020, Online, France. pp.8051-8067, ⟨10.18653/v1/2020.emnlp-main.647⟩
Conference papers hal-03364407v1

A hyperbolic approach for learning communities on graphs

Thomas Gerald , Hadi Zaatiti , Hatem Hajri , Nicolas Baskiotis , Olivier Schwander
Data Mining and Knowledge Discovery, 2023, ⟨10.1007/s10618-022-00902-8⟩
Journal articles hal-04022426v1
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Deep Natural Language Processing for User Representation

Clara Gainon de Forsan de Gabriac
Artificial Intelligence [cs.AI]. Sorbonne Université, 2021. English. ⟨NNT : 2021SORUS274⟩
Theses tel-03545621v1

Unsupervised Object Segmentation by Redrawing

Mickaël Chen , Thierry Artières , Ludovic Denoyer
Advances in Neural Information Processing Systems 32 (NIPS 2019), Dec 2019, Vancouver, Canada. pp.12705-12716
Conference papers hal-02443872v1
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BLOCK: Bilinear Superdiagonal Fusion for Visual Question Answering and Visual Relationship Detection

Hedi Ben-Younes , Remi Cadene , Nicolas Thome , Matthieu Cord
AAAI 2019 - 33rd AAAI Conference on Artificial Intelligence, Jan 2019, Honolulu, United States
Conference papers hal-02073644v1
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Riemannian batch normalization for SPD neural networks

Daniel A Brooks , Olivier Schwander , Frédéric Barbaresco , Jean-Yves Schneider , Matthieu Cord
Thirty-third Annual Conference on Neural Information Processing Systems., Dec 2019, Vancouver, Canada
Conference papers hal-02422458v1

Domain Adaptation for Large Scale Classification of Very High Resolution Satellite Images with Deep Convolutional Neural Networks

Tristan Postadjian , Arnaud Le Bris , Hichem Sahbi , Clément Mallet
IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Jul 2018, Valencia, Spain. pp.3623-3626, ⟨10.1109/IGARSS.2018.8518799⟩
Conference papers hal-02325855v1
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Second-order networks in PyTorch

Daniel Brooks , Olivier Schwander , Frédéric Barbaresco , Jean-Yves Schneider , Matthieu Cord
GSI 2019 - 4th International Conference on Geometric Science of Information, Aug 2019, Toulouse, France. pp.751-758, ⟨10.1007/978-3-030-26980-7_78⟩
Conference papers hal-02290841v1
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Introduction to Geometric Learning in Python with Geomstats

Nina Miolane , Nicolas Guigui , Hadi Zaatiti , Christian Shewmake , Hatem Hajri , et al.
SciPy 2020 - 19th Python in Science Conference, Jul 2020, Austin, Texas, United States. pp.48-57, ⟨10.25080/Majora-342d178e-007⟩
Conference papers hal-02908006v1
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SEMEDA: Enhancing Segmentation Precision with Semantic Edge Aware Loss

Yifu Chen , Arnaud Dapogny , Matthieu Cord
Pattern Recognition, 2020, 108, pp.107557. ⟨10.1016/j.patcog.2020.107557⟩
Journal articles hal-03015764v1
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PDE-Driven Spatiotemporal Disentanglement

Jérémie Donà , Jean-Yves Franceschi , Sylvain Lamprier , Patrick Gallinari
The Ninth International Conference on Learning Representations, International Conference on Representation Learning, May 2021, Vienne, Austria
Conference papers hal-02911067v3
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MUREL: Multimodal Relational Reasoning for Visual Question Answering

Remi Cadene , Hedi Ben-Younes , Matthieu Cord , Nicolas Thome
The IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Jun 2019, Long Beach, CA, United States
Conference papers hal-02073649v1
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Tom Véniat , Olivier Schwander , Ludovic Denoyer
ICASSP 2019 - International Conference on Acoustics, Speech, and Signal Processing, May 2019, Brighton, United Kingdom
Conference papers hal-02063698v1

Classifying low-resolution images by integrating privileged information in deep CNNs

Marion Chevalier , Nicolas Thome , Gilles Henaff , Matthieu Cord
Pattern Recognition Letters, 2018, 116, pp.29-35. ⟨10.1016/j.patrec.2018.09.007⟩
Journal articles hal-02470742v1
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Distributed Optimization for Deep Learning with Gossip Exchange

Michael Blot , David Picard , Nicolas Thome , Matthieu Cord
Neurocomputing, 2019, 330, pp.287-296. ⟨10.1016/j.neucom.2018.11.002⟩
Journal articles hal-01930346v1

Time Series Prediction using Disentangled Latent Factors

Perrine Cribier-Delande , Raphaël Puget , Vincent Guigue , Ludovic Denoyer
ESANN 2020 - 28th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, Apr 2020, Bruges, Belgium
Conference papers hal-02503465v1