no code implementations • 6 May 2024 • Qunlong Ma, Zhi Ma, Ming Gao
Here we design a Hamming distance regularizer in the framework of a class of generative models, variational autoregressive networks (VAN), to quantify the generalization capabilities of various network architectures combined with VAN.
no code implementations • 9 Apr 2024 • Qunlong Ma, Zhi Ma, Jinlong Xu, Hairui Zhang, Ming Gao
Many deep neural networks have been used to solve Ising models, including autoregressive neural networks, convolutional neural networks, recurrent neural networks, and graph neural networks.