50 citations · 162 across the 41 of their papers we have counts for
45 papers
A New Perspective on Smiling and Laughter Detection: Intensity Levels Matter
Hugo Bohy, Kevin El Haddad, Thierry Dutoit
Smiles and laughs detection systems have attracted a lot of attention in the past decade contributing to the improvement of human-agent interaction systems. But very few considered…
A Recipe for Efficient SBIR Models: Combining Relative Triplet Loss with Batch Normalization and Knowledge Distillation
Omar Seddati, Nathan Hubens, Stéphane Dupont +1
Sketch-Based Image Retrieval (SBIR) is a crucial task in multimedia retrieval, where the goal is to retrieve a set of images that match a given sketch query. Researchers have alrea…
Deep learning-based stereo camera multi-video synchronization
Nicolas Boizard, Kevin El Haddad, Thierry Ravet +2
Stereo vision is essential for many applications. Currently, the synchronization of the streams coming from two cameras is done using mostly hardware. A software-based synchronizat…
Synthesizer Preset Interpolation using Transformer Auto-Encoders
Gwendal Le Vaillant, Thierry Dutoit
Sound synthesizers are widespread in modern music production but they increasingly require expert skills to be mastered. This work focuses on interpolation between presets, i.e., s…
Cardiotocography Signal Abnormality Detection based on Deep Unsupervised Models
Julien Bertieaux, Mohammadhadi Shateri, Fabrice Labeau +1
Cardiotocography (CTG) is a key element when it comes to monitoring fetal well-being. Obstetricians use it to observe the fetal heart rate (FHR) and the uterine contraction (UC). T…
Transformers and CNNs both Beat Humans on SBIR
Omar Seddati, Stéphane Dupont, Saïd Mahmoudi +1
Sketch-based image retrieval (SBIR) is the task of retrieving natural images (photos) that match the semantics and the spatial configuration of hand-drawn sketch queries. The unive…