Machine Learning and Inverse Problems

[6] Y. Ong^, Z. Shen^, H. Yang^*. IAE-Net: Integral Autoencoders for Discretization-Invariant Learning. Journal of Machine Learning Research, 2022.  [pdf] [doi]

[5] S. Liang^, L. Lyu^, C. Wang ^, H. Yang^*. Reproducing Activation Function for Deep Learning. Submitted. [pdf] 

[4] Y. Ong, C. K. Chui, H. Yang*, CASS: Cross Adversarial Source Separation via Autoencoder. Submitted. [pdf] 

[3] Y. Ong, H. Yang*, Generative Imaging and Image Processing via Generative Encoder. Inverse Problems and Imaging, 2022. [pdf] [doi]

[2] J. Xu, Y. Li, D. Dunson, I. Daubechies, H. Yang*, Non-Oscillatory Pattern Learning for Non-Stationary Signals. Submitted. [pdf]

[1] Y. Ong*, N. You, Y. E. Li, H. Yang. Digital Rock Image Inpainting using GANs. In 90-th Annual International Meeting, SEG, Expanded Abstracts, Houston, 2020. [pdf] [doi]

^: Equal contribution; *: Corresponding author.