Qihang Zhao

Land cover classification of remote sensing images based on improved DeeplabV3+ network

2022 · Journal of Physics Conference Series

Abstract For land survey and land planning, the precise segmentation of land cover based on remote sensing images is extremely important. Based on the high-resolution satellite remote sensing images and the corresponding land cover GIS …

RWKV: Reinventing RNNs for the Transformer Era

2023 · arXiv (Cornell University)

Transformers have revolutionized almost all natural language processing (NLP) tasks but suffer from memory and computational complexity that scales quadratically with sequence length. In contrast, recurrent neural networks (RNNs) exhibit linear scaling in memory and …