Publications

Brousmiche, M., Rouat, J., & Dupont, S. (September 2022). Multimodal Attentive Fusion Network for audio-visual event recognition. "Information Fusion, 85", 52 - 59. doi:10.1016/j.inffus.2022.03.001
Abdellatif, A., Mubarak, H., Ahmad, S., Ahmed, T., Shafiullah, M., Hammoudeh, A. T. A., Abdellatef, H., Rahman, M., & Gheni, H. (September 2022). Forecasting Photovoltaic Power Generation with a Stacking Ensemble Model. "Sustainability, 14" (17), 11083. doi:10.3390/su141711083
Hammoudeh, A. T. A., & Dupont, S. (2022). The prediction of residential building consumption using profiling and time encoding. "Procedia Computer Science, 210" (C), 7-11. doi:10.1016/j.procs.2022.10.113
Hammoudeh, A. T. A., Vanderplaetse, B., & Dupont, S. (2022). Soccer captioning: dataset, transformer-based model, and triple-level evaluation. "Procedia Computer Science, 210" (C), 104-111. doi:10.1016/j.procs.2022.10.125

Seddati, O., Dupont, S., Mahmoudi, S., & Dutoit, T. (2022). Towards Human Performance on Sketch-Based Image Retrieval. In "Proceedings of 19th International Conference on Content-based Multimedia Indexing, CBMI 2022". Association for Computing Machinery. doi:10.1145/3549555.3549582

Bohy, H., Hammoudeh, A. T. A., Maiorca, A., Dupont, S., & Dutoit, T. (2022). Analysis of Co-Laughter Gesture Relationship on RGB videos in Dyadic Conversation Context. "Proceedings of LREC".
Hammoudeh, A. T. A., Maiorca, A., Dupont, S., & Dutoit, T. (2022). Are there any Body-movement Differences between Women and Men when they Laugh? "Proceedings of LREC".

Hammoudeh, A. T. A., Vanderplaetse, B., & Dupont, S. (30 March 2022). "Deep soccer captioning with transformer". Poster session presented at Infortech' Day, Mons, Belgium.

Hammoudeh, A. T. A., & Dupont, S. (19 June 2022). "How does explicit orientation encoding affect image classification of ConvNets?" Paper presented at CVPR 2022 workshop: Neurovision.

Seddati, O., Dupont, S., Mahmoudi, S., & Dutoit, T. (2022). "Transformers and CNNs both Beat Humans on SBIR". Eprint/Working paper retrieved from https://orbi.umons.ac.be/20.500.12907/43859. doi:10.48550/arXiv.2209.06629

Hammoudeh, A. T. A., & Dupont, S. (2022). "How does orientation encoding affect image classification of ConvNets?"
Hammoudeh, A. T. A., & et al, E. A. (2022). "How can the EU regulate digital platforms without limiting freedom of speech and free exchange of thoughts?"

Parian, M., Walzer, C., Rossetto, L., Heller, S., Dupont, S., & Schuldt, H. (2021). Gesture of Interest: Gesture Search for Multi-Person, Multi-Perspective TV Footage. "International Conference on Content-Based Multimedia Indexing".

Delbrouck, J.-B., Tits, N., & Dupont, S. (2020). Modulated Fusion using Transformer for Linguistic-Acoustic Emotion Recognition. In "NLP Beyond Text (NLPBT) - EMNLP 2020 (2020)". -.
Brousmiche, M., Dupont, S., & Rouat, J. (2020). Intra and Inter-Modality Interactions for Audio-Visual Event Detection. In "ACM International Conference on Multimedia". -.
Delbrouck, J.-B., Tits, N., Brousmiche, M., & Dupont, S. (2020). A Transformer-based joint-encoding for Emotion Recognition and Sentiment Analysis. In "Second Grand Challenge and Workshop on Multimodal Language - ACL 2020 (2020)". -. doi:10.18653/v1/2020.challengehml-1.1

Vanderplaetse, B., & Dupont, S. (2020). Improved Soccer Action Spotting Using Both Audio and Video Streams. "Conference on Computer Vision and Pattern Recognition Workshops. Proceedings".
Brousmiche, M., Rouat, J., & Dupont, S. (2020). SECL-UMONS DATABASE FOR SOUND EVENT CLASSIFICATION AND LOCALIZATION. "IEEE International Conference on Acoustics, Speech and Signal Processing. Proceedings". doi:10.1109/ICASSP40776.2020.9053298

Delbrouck, J.-B., Maiorca, A., Hubens, N., & Dupont, S. (2019). Modulated Self-attention Convolutional Network for VQA. In "NeurIPS 2019 Workshop on Visually-Grounded Interaction and Language (ViGIL) (2019)". -.

Brousmiche, M., Dupont, S., & Rouat, J. (2019). Audio-Visual Fusion And Conditioning With Neural Networks For Event Recognition. "International Workshop on Machine Learning for Signal Processing".

Delbrouck, J.-B., & Dupont, S. (2019). "Adversarial reconstruction for Multi-modal Machine Translation". Eprint/Working paper retrieved from https://orbi.umons.ac.be/20.500.12907/42275.

Delbrouck, J.-B., & Dupont, S. (2018). Bringing back simplicity and lightliness into neural image captioning. "ArXiv e-prints".

Dimitropoulos, K., Manitsaris, S., Tsalakanidou, F., Denby, B., Buchman, L., Dupont, S., Nikolopoulos, S., Kompatsiaris, I., Charisis, V., Hadjileontiadis, L., Pozzi, F., Cotescu, M., Ciftci, S., Katos, A., Manitsaris, A., & Grammalidis, N. (2018). A Multimodal Approach for the Safeguarding and Transmission of Intangible Cultural Heritage: The Case of i-Treasures. "IEEE Intelligent Systems".

Delbrouck, J.-B., & Dupont, S. (2018). Object-oriented Targets for Visual Navigation using Rich Semantic Representations. In "NIPS 2018 Workshop on Visually-Grounded Interaction and Language (ViGIL)". -.

Delbrouck, J.-B., & Dupont, S. (30 October 2018). "UMONS Submission for WMT18 Multimodal Translation Task". Paper presented at Third Conference on Machine Translation, Brussels, Belgium.

Dupont, S., Dutoit, T., & Curcio, G. (2018). Intelligence Artificielle (IA) et Apprentissage Profond (Deep Learning). "LUMONS élément - Magazine de l'Université de Mons".

Bourlard, H., Dupont, S., Hermansky, H., & Morgan, N. (1996). Towards sub-band-based speech recognition. In "EUSIPCO (1996)". -.