36 citations · 113 across the 18 of their papers we have counts for
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cs.CV2022★ 1 cited
Unsupervised Multi-object Segmentation Using Attention and Soft-argmax
Bruno Sauvalle, Arnaud de La Fortelle
We introduce a new architecture for unsupervised object-centric representation learning and multi-object detection and segmentation, which uses a translation-equivariant attention…
cs.CV2021★ 2 cited
Autoencoder-based background reconstruction and foreground segmentation with background noise estimation
Bruno Sauvalle, Arnaud de La Fortelle
Even after decades of research, dynamic scene background reconstruction and foreground object segmentation are still considered as open problems due various challenges such as illu…