1 citations · 1 across the 2 of their papers we have counts for
3 papers
cs.LG2024
Model Based and Physics Informed Deep Learning Neural Network Structures
Ali Mohammad-Djafari, Ning Chu, Li Wang +2
Neural Networks (NN) has been used in many areas with great success. When a NN's structure (Model) is given, during the training steps, the parameters of the model are determined u…
cs.LG2023★ 1 cited
Deep Learning and Inverse Problems
Ali Mohammad-Djafari, Ning Chu, Li Wang +1
Machine Learning (ML) methods and tools have gained great success in many data, signal, image and video processing tasks, such as classification, clustering, object detection, sema…
stat.ML2023
Deep Learning and Bayesian inference for Inverse Problems
Ali Mohammad-Djafari, Ning Chu, Li Wang +1
Inverse problems arise anywhere we have indirect measurement. As, in general they are ill-posed, to obtain satisfactory solutions for them needs prior knowledge. Classically, diffe…