Rain-free and residue hand-in-hand: A progressive coupled network for real-time image deraining

K Jiang, Z Wang, P Yi, C Chen, Z Wang… - … on Image Processing, 2021 - ieeexplore.ieee.org
Rainy weather is a challenge for many vision-oriented tasks (eg, object detection and
segmentation), which causes performance degradation. Image deraining is an effective …

Structured prediction with theoretical guarantees

AN Vila - 2021 - theses.hal.science
Classification is the branch of supervised learning that aims at estimating a discrete valued
map** from data made of input-output pairs. The most classical and well studied setting is …

Optimization tools for non-asymptotic statistics in exponential families

R Le Priol - 2022 - papyrus.bib.umontreal.ca
Exponential families are a ubiquitous class of models in statistics. On the one hand, they can
model any data type. Actually, the most common distributions are exponential families …