lookup-free-quantization

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liamchalcroft / medtokenizers

Tokenizers for 2D and 3D medical images: VQ, LFQ, FSQ, Residual FSQ, VAE, and AE quantizers behind one backbone.

machine-learning deep-learning pytorch medical-imaging autoencoder image-compression representation-learning tokenization vector-quantization vqvae medmnist discrete-representations finite-scalar-quantization lookup-free-quantization

Updated Sep 30, 2026
Python

Coriappropriative733 / medtokenizers

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Compress 2D/3D medical images into latents or discrete tokens with interchangeable quantizers (VQ, LFQ, FSQ, VAE, AE) for flexible generative modeling.

Updated Oct 1, 2026
Python

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