Bijective graph learning architecture with multi-level attributes interaction ↗ ↖ 1 January 2026 Ikenna Oluigbo Stefan Duffner Kajal Eybpoosh Catherine Pothier
CLIMB: Centroid-Based Hierarchical Memory for Online Continual Self-Supervised Learning ↗ ↖ 1 January 2026 Julien Lefebvre Stefan Duffner Mathieu Lefort
FedWidthKD : Federated Data-Free KD for Width-Heterogeneous DS-CNNs ↗ ↖ 1 January 2026 Juliana Damurie Stefan Duffner Virginie Burnaz-Fresse
RAViT: Resolution-Adaptive Vision Transformer ↗ ↖ 1 January 2026 Martial Guidez Stefan Duffner Christophe Garcia
A modular machine learning tool for holistic and fine-grained behavioral analysis ↗ ↖ 1 January 2025 Bruno Michelot Alexandra Corneyllie Marc Thevenet Stefan Duffner Fabien Perrin
Device and Data Heterogeneous Split Federated Learning ↗ ↖ 1 January 2025 Juliana Damurie Stefan Duffner Virginie Fresse
From detections to decisions: an attention-guided deep multiple instance learning approach for visual tire inspection ↗ ↖ 1 January 2025 Thomas Mignot François Ponchon Alexandre Derville Stefan Duffner Christophe Garcia
Towards Sharper Object Boundaries in Self-Supervised Depth Estimation ↗ ↖ 1 January 2025 Aurélien Cecille Stefan Duffner Franck Davoine Rémi Agier Thibault Neveu
An automatic inspection system for the detection of tire surface defects and their severity classification through a two-stage multimodal deep learning approach ↗ ↖ 1 January 2024 Thomas Mignot François Ponchon Alexandre Derville Stefan Duffner Christophe Garcia
Federated brain tumor segmentation: an extensive benchmark ↗ ↖ 1 January 2024 Matthis Manthe Stefan Duffner Carole Lartizien
GroCo: Ground Constraint for Metric Self-Supervised Monocular Depth ↗ ↖ 1 January 2024 Aurélien Cecille Stefan Duffner Franck Davoine Thibault Neveu Rémi Agier
Heterogeneous SplitFed: Federated Learning with Trainable and Untrainable Clients ↗ ↖ 1 January 2024 Juliana Damurie Stefan Duffner Virginie Fresse
On GNN explanability with activation patterns ↗ ↖ 1 January 2024 Luca Veyrin-Forrer Ataollah Kamal Stefan Duffner Marc Plantevit Céline Robardet
SportsVideo: A Multimedia Dataset for Sports Event and Position Detection in Table Tennis and Swimming ↗ ↖ 1 January 2024 Aymeric Erades Pierre-Etienne Martin Romain Vuillemot Boris Mansencal Renaud Péteri Julien Morlier Stefan Duffner Jenny Benois-Pineau
Is My Neural Net Driven by the MDL Principle? ↗ ↖ 1 January 2023 Eduardo Brandao Stefan Duffner Rémi Emonet Amaury Habrard François Jacquenet Marc Sebban