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| File | Foundation model | Input dim | Dictionary sizes | k values |
|---|---|---|---|---|
biomedparse_sae.ckpt | BiomedParse | 1536 | 128, 512, 2048, 8192 | 20, 40, 80, 160 |
dinov3_sae.ckpt | DINOv3 | 1024 | 128, 512, 2048, 8192 | 5, 10, 20, 40 |
bash pretrained/download_weights.sh1 @misc{sail2026,
2 title = {Sparse Autoencoders for Interpretable Medical Image Representation Learning},
3 author = {Wesp, Philipp and Holland, Robbie and Sideri-Lampretsa, Vasiliki and Gatidis, Sergios},
4 year = 2026,
5 journal = {arXiv.org},
6 howpublished = {https://arxiv.org/abs/2603.23794v1}
7 }