$$\begin{aligned} \alpha ^l_i = \sigma _2(\psi ^T(\sigma _1(W^T_x x^l_i + W^T_g g_i +b_g))+b_\psi , \end{aligned}$$ (4) wherein\(\sigma _1\)and\(\sigma _2\)represent the ReLU and sigmoid activation. Furthermore, the weights of a linear transformation are re...
In ED’s decoder, we denote GlD∈ℝ|t|×dsuperscriptsubscript𝐺𝑙𝐷superscriptℝ𝑡𝑑G_{l}^{D}\in\mathbb{R}^{|t|\times d}italic_G start_POSTSUBSCRIPT italic_l end_POSTSUBSCRIPT start_POSTSUPERSCRIPT italic_D end_POSTSUPERSCRIPT ∈ blackboard_R start_POSTSUPERSCRIPT | italic_t...
Driven by the above analysis, we propose a stroke-based autoencoder (SAE) to extract the morphological information from the sequences of each Chinese character images. Our framework consists of two parts: (i) the encoder network, which operates on the image patches of Chinese characters to obta...