105 citations · 143 across the 11 of their papers we have counts for
14 papers
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…
Analysis of Co-Laughter Gesture Relationship on RGB videos in Dyadic Conversation Contex
Hugo Bohy, Ahmad Hammoudeh, Antoine Maiorca +2
The development of virtual agents has enabled human-avatar interactions to become increasingly rich and varied. Moreover, an expressive virtual agent i.e. that mimics the natural e…
Multi-level Attention Fusion Network for Audio-visual Event Recognition
Mathilde Brousmiche, Jean Rouat, Stéphane Dupont
Event classification is inherently sequential and multimodal. Therefore, deep neural models need to dynamically focus on the most relevant time window and/or modality of a video. I…
Improved Soccer Action Spotting using both Audio and Video Streams
Bastien Vanderplaetse, Stéphane Dupont
In this paper, we propose a study on multi-modal (audio and video) action spotting and classification in soccer videos. Action spotting and classification are the tasks that consis…
Modulated Fusion using Transformer for Linguistic-Acoustic Emotion Recognition
Jean-Benoit Delbrouck, Noé Tits, Stéphane Dupont
This paper aims to bring a new lightweight yet powerful solution for the task of Emotion Recognition and Sentiment Analysis. Our motivation is to propose two architectures based on…
AVECL-UMONS database for audio-visual event classification and localization
Mathilde Brousmiche, Stéphane Dupont, Jean Rouat
We introduce the AVECL-UMons dataset for audio-visual event classification and localization in the context of office environments. The audio-visual dataset is composed of 11 event…