3 citations · 3 across the 2 of their papers we have counts for
2 papers
cs.LG2023
Convergence and Recovery Guarantees of Unsupervised Neural Networks for Inverse Problems
Nathan Buskulic, Jalal Fadili, Yvain Quéau
Neural networks have become a prominent approach to solve inverse problems in recent years. While a plethora of such methods was developed to solve inverse problems empirically, we…
cs.CV2022★ 3 cited
MS-PS: A Multi-Scale Network for Photometric Stereo With a New Comprehensive Training Dataset
Clément Hardy, Yvain Quéau, David Tschumperlé
The photometric stereo (PS) problem consists in reconstructing the 3D-surface of an object, thanks to a set of photographs taken under different lighting directions. In this paper,…