Published June 13, 2023 | Version v1

Best Learned Models: End-to-end Learning for Land Cover Classification using Irregular and Unaligned SITS by Combining Attention-Based Interpolation with Sparse Variational Gaussian Processes

Description

Best learned model learned with the dataset available here for the mTAN-GP, mTAN-MLP, mTAN-LTAE, and raw-LTAE.

For further details see the pre-print article "End-to-end Learning for Land Cover Classification using Irregular and Unaligned SITS by Combining Attention-Based Interpolation with Sparse Variational Gaussian Processes ". This article is available : here.

The implementation of the models is available in the open source repository.

Files

Files (673.5 MB)

Name Size
md5:7400b534d10823c01824fab2ee8bf167
656.9 MB Download
md5:c1e2d7714f52df192ee8ac17e67fe4e8
3.4 MB Download
md5:4bd18b94a0aa1e564c19bb932c8473b6
2.1 MB Download
md5:53866b648031ac11136b71bfc0e28b26
11.1 MB Download