Abstract: With the rapid development of remote sensing technology, the extraction of road information from high-resolution remote sensing images has attracted widespread attention in various fields.

Abstract: Image vectorization aims to convert raster images to vector ones, allowing for easy scaling and editing. Existing works mainly rely on preset parameters (i.e., a fixed number of paths and ...

# to handle batches of data efficiently. # Theme Integration: We'll adapt our linear layer and loss function to process # batches of inputs using `vmap`. W = jax.random.normal(W_key, (input_dim, ...

A comprehensive research project comparing traditional and transformer-based text vectorization techniques for text classification tasks. This project was developed as part of a graduate thesis to ...