5 citations · 5 across the 2 of their papers we have counts for
2 papers
cs.LG2023
Deep neural networks from the perspective of ergodic theory
Fan Zhang
The design of deep neural networks remains somewhat of an art rather than precise science. By tentatively adopting ergodic theory considerations on top of viewing the network as th…
cs.CV2022★ 5 cited
CAINNFlow: Convolutional block Attention modules and Invertible Neural Networks Flow for anomaly detection and localization tasks
Ruiqing Yan, Fan Zhang, Mengyuan Huang +7
Detection of object anomalies is crucial in industrial processes, but unsupervised anomaly detection and localization is particularly important due to the difficulty of obtaining a…