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20022024
most citedA proximal iteration for deconvolving Poisson noisy images using sparse representations

200 citations

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cs.LG2023

Maximal Independent Sets for Pooling in Graph Neural Networks

Stevan Stanovic, Benoit Gaüzère, Luc Brun

Convolutional Neural Networks (CNNs) have enabled major advances in image classification through convolution and pooling. In particular, image pooling transforms a connected discre…

cs.LG2023

Convergence Guarantees of Overparametrized Wide Deep Inverse Prior

Nathan Buskulic, Yvain Quéau, Jalal Fadili

Neural networks have become a prominent approach to solve inverse problems in recent years. Amongst the different existing methods, the Deep Image/Inverse Priors (DIPs) technique i…