Search Results for author: Miguel Espinosa

Found 2 papers, 2 papers with code

PlainMamba: Improving Non-Hierarchical Mamba in Visual Recognition

1 code implementation26 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.

Image Classification Instance Segmentation +3

Generate Your Own Scotland: Satellite Image Generation Conditioned on Maps

1 code implementation31 Aug 2023 Miguel Espinosa, Elliot J. Crowley

Despite recent advancements in image generation, diffusion models still remain largely underexplored in Earth Observation.

Earth Observation Image Generation

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