update

Author: lucidrains

README.md

@@ -282,6 +282,8 @@ This repository should also automatically synchronizing the codebooks in a multi
 
 A <a href="https://arxiv.org/abs/2411.02038">new ICLR 2025 paper</a> proposes a scheme where the codebook is frozen, and the codes are implicitly generated through a linear projection. The authors claim this setup leads to less codebook collapse as well as easier convergence. I have found this to perform even better when paired with <a href="https://arxiv.org/abs/2410.06424">rotation trick</a> from Fifty et al., and expanding the linear projection to a small one layer MLP. You can experiment with it as so
 
+Update: hearing mixed results
+
 ```python
 import torch
 from vector_quantize_pytorch import SimVQ