687 citations
- Centre de Recherche en Informatique, Signal et Automatique de LilleFR203 papers
- Université de LilleFR180 papers
- Centre National de la Recherche ScientifiqueFR92 papers
- École Centrale de LilleFR73 papers
- Centre Inria de l'Université de LilleFR30 papers
- Institut national de recherche en sciences et technologies du numériqueFR25 papers
- IMT Nord EuropeFR16 papers
- Université d'ArtoisFR16 papers
- Université Paris-SaclayFR16 papers
- Institut d'Astrophysique SpatialeFR15 papers
- Institut de Recherche en Astrophysique et PlanétologieFR14 papers
- Université Paris 1 Panthéon-SorbonneFR14 papers
4 papers · 2 filters
Localizing Objects with Self-Supervised Transformers and no Labels
Oriane Siméoni, Gilles Puy, Huy V. Vo +6
Localizing objects in image collections without supervision can help to avoid expensive annotation campaigns. We propose a simple approach to this problem, that leverages the activ…
A Study On the Effects of Pre-processing On Spatio-temporal Action Recognition Using Spiking Neural Networks Trained with STDP
El-Assal Mireille, Tirilly Pierre, Bilasco Ioan Marius
There has been an increasing interest in spiking neural networks in recent years. SNNs are seen as hypothetical solutions for the bottlenecks of ANNs in pattern recognition, such a…
Human Motion Prediction Using Manifold-Aware Wasserstein GAN
Baptiste Chopin, Naima Otberdout, Mohamed Daoudi +1
Human motion prediction aims to forecast future human poses given a prior pose sequence. The discontinuity of the predicted motion and the performance deterioration in long-term ho…
Few-shot Image Classification with Multi-Facet Prototypes
Kun Yan, Zied Bouraoui, Ping Wang +2
The aim of few-shot learning (FSL) is to learn how to recognize image categories from a small number of training examples. A central challenge is that the available training exampl…