[New!] The 3D version of VAR is coming🔥. With 512-Byte code can represent and generate delicated geometry, with 2000× compression 🔥 and better F-score 🔥.

Open sparse-mvs-2 opened this issue 1 year ago • 1 comments

Project page: https://sparse-mvs-2.github.io/VAT.IO/

Different from VAR, we introduce Variational Tokenizer (VAT), combine the discrete tokenizer with a variational autoencoder (VAE), which has been proven to be necessary for 3D features. May also be useful in other domains like video or 1D token set I guess. Welcome for more discussion.

Dec 13 '24 01:12 sparse-mvs-2

Project page: https://sparse-mvs-2.github.io/VAT.IO/
Different from VAR, we introduce **Variational Tokenizer (VAT)**, combine the discrete tokenizer with a variational autoencoder (VAE), which has been proven to be necessary for 3D features. May also be useful in other domains like video or 1D token set I guess. Welcome for more discussion.

@sparse-mvs-2 Nice work! Really appreciate your work and paper for your follow up on VAR

Dec 13 '24 08:12 enjoyyi00