10 citations · 10 across the 6 of their papers we have counts for
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cs.LG2024
A Markov Random Field Multi-Modal Variational AutoEncoder
Fouad Oubari, Mohamed El Baha, Raphael Meunier +2
Recent advancements in multimodal Variational AutoEncoders (VAEs) have highlighted their potential for modeling complex data from multiple modalities. However, many existing approa…
cs.LG2024★ 10 cited
Geometry-aware framework for deep energy method: an application to structural mechanics with hyperelastic materials
Thi Nguyen Khoa Nguyen, Thibault Dairay, Raphaël Meunier +2
Physics-Informed Neural Networks (PINNs) have gained considerable interest in diverse engineering domains thanks to their capacity to integrate physical laws into deep learning mod…