Learning Complexity to Guide Light-Induced Self-Organized Nanopatterns ↗ ↖ 1 January 2023 Eduardo Brandao Anthony Nakhoul Stefan Duffner Rémi Emonet Florence Garrelie Amaury Habrard François Jacquenet Florent Pigeon Marc Sebban Jean-Philippe Colombier
Long-Range Transformer Architectures for Document Understanding ↗ ↖ 1 January 2023 Thibault Douzon Stefan Duffner Christophe Garcia Jérémy Espinas
SwimTrack: Swimmers and Stroke Rate Detection in Elite Race Videos ↗ ↖ 1 January 2023 Nicolas Jacquelin Theo Jaunet Romain Vuillemot Stefan Duffner
Whole-brain radiomics for clustered federated personalization in brain tumor segmentation ↗ ↖ 1 January 2023 Matthis Manthe Stefan Duffner Carole Lartizien
Efficient One-Shot Sports Field Image Registration with Arbitrary Keypoint Segmentation ↗ ↖ 1 January 2022 Nicolas Jacquelin Romain Vuillemot Stefan Duffner
Improving Information Extraction on Business Documents with Specific Pre-Training Tasks ↗ ↖ 1 January 2022 Thibault Douzon Stefan Duffner Christophe Garcia Jérémy Espinas
In pursuit of the hidden features of GNN’s internal representations ↗ ↖ 1 January 2022 Luca Veyrin-Forrer Ataollah Kamal Stefan Duffner Marc Plantevit Céline Robardet
Learning PDE to Model Self-Organization of Matter ↗ ↖ 1 January 2022 Eduardo Brandao Jean-Philippe Colombier Stefan Duffner Rémi Emonet Florence Garrelie Amaury Habrard François Jacquenet Anthony Nakhoul Marc Sebban
On GNN explanability with activation rules ↗ ↖ 1 January 2022 Luca Veyrin-Forrer Ataollah Kamal Stefan Duffner Marc Plantevit Céline Robardet
Periodicity Counting in Videos with Unsupervised Learning of Cyclic Embeddings ↗ ↖ 1 January 2022 Nicolas Jacquelin Romain Vuillemot Stefan Duffner
Qu'est-ce que mon GNN capture vraiment ? Exploration des représentations internes d'un GNN ↗ ↖ 1 January 2022 Luca Veyrin-Forrer Ataollah Kamal Stefan Duffner Marc Plantevit Céline Robardet
RESIST: Robust Transformer for Unsupervised Time Series Anomaly Detection ↗ ↖ 1 January 2022 Naji Najari Samuel Berlemont Grégoire Lefebvre Stefan Duffner Christophe Garcia
Robust Variational Autoencoders and Normalizing Flows for Unsupervised Network Anomaly Detection ↗ ↖ 1 January 2022 Naji Najari Samuel Berlemont Grégoire Lefebvre Stefan Duffner Christophe Garcia
The Impact of Action in Visual Representation Learning ↗ ↖ 1 January 2022 Alexandre Devillers Valentin Chaffraix Frédéric Armetta Stefan Duffner Mathieu Lefort
What Does My GNN Really Capture? On Exploring Internal GNN Representations ↗ ↖ 1 January 2022 Luca Veyrin-Forrer Ataollah Kamal Stefan Duffner Marc Plantevit Céline Robardet