1 code implementation • 26 Mar 2024 • Chenhongyi Yang, Zehui Chen, Miguel Espinosa, Linus Ericsson, Zhenyu Wang, Jiaming Liu, Elliot J. Crowley
In this paper, we further adapt the selective scanning process of Mamba to the visual domain, enhancing its ability to learn features from two-dimensional images by (i) a continuous 2D scanning process that improves spatial continuity by ensuring adjacency of tokens in the scanning sequence, and (ii) direction-aware updating which enables the model to discern the spatial relations of tokens by encoding directional information.
1 code implementation • 31 Aug 2023 • Miguel Espinosa, Elliot J. Crowley
Despite recent advancements in image generation, diffusion models still remain largely underexplored in Earth Observation.