no code implementations • 2 May 2020 • Jingyi Shen, Han-Wei Shen
Despite the great success of Convolutional Neural Networks (CNNs) in Computer Vision and Natural Language Processing, the working mechanism behind CNNs is still under extensive discussions and research.
no code implementations • 5 Aug 2022 • Jingyi Shen, Haoyu Li, Jiayi Xu, Ayan Biswas, Han-Wei Shen
We qualitatively and quantitatively evaluate the effectiveness and efficiency of latent representations generated by our method with data from multiple scientific visualization applications.
no code implementations • 8 Aug 2023 • Jingyi Shen, Han-Wei Shen
The efficient sampling in the Gaussian latent space allows our model to perform uncertainty quantification for the super-resolved results.