105 citations · 132 across the 5 of their papers we have counts for
5 papers
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…
A Transformer-based joint-encoding for Emotion Recognition and Sentiment Analysis
Jean-Benoit Delbrouck, Noé Tits, Mathilde Brousmiche +1
Understanding expressed sentiment and emotions are two crucial factors in human multimodal language. This paper describes a Transformer-based joint-encoding (TBJE) for the task of…
Can adversarial training learn image captioning ?
Jean-Benoit Delbrouck, Bastien Vanderplaetse, Stéphane Dupont
Recently, generative adversarial networks (GAN) have gathered a lot of interest. Their efficiency in generating unseen samples of high quality, especially images, has improved over…
Modulated Self-attention Convolutional Network for VQA
Jean-Benoit Delbrouck, Antoine Maiorca, Nathan Hubens +1
As new data-sets for real-world visual reasoning and compositional question answering are emerging, it might be needed to use the visual feature extraction as a end-to-end process…
Multimodal Compact Bilinear Pooling for Multimodal Neural Machine Translation
Jean-Benoit Delbrouck, Stephane Dupont
In state-of-the-art Neural Machine Translation, an attention mechanism is used during decoding to enhance the translation. At every step, the decoder uses this mechanism to focus o…