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Jean-Luc Starck

2 accepted papers

2022

SHINE: SHaring the INverse Estimate from the forward pass for bi-level optimization and implicit models

ICLR 2022spotlight

In recent years, implicit deep learning has emerged as a method to increase the depth of deep neural networks. While their training is memory-efficient, they are still significantly slower to train than their explicit counterparts. In Deep Equilibrium Models~(DEQs), the training is performed as a bi…

Cited by 35SourcePDFScholar
2022

Stable Long-Term Recurrent Video Super-Resolution

CVPR 2022poster

Recurrent models have gained popularity in deep learning (DL) based video super-resolution (VSR), due to their increased computational efficiency, temporal receptive field and temporal consistency compared to sliding-window based models. However, when inferring on long video sequences presenting low…

Cited by 25PDFcodeScholar