Tree-VQ: Progressive Image Compression from Pretrained Vector Quantizers
Tree-VQ introduces a progressive tree-structured vector quantization method for image compression. It replaces flat codebooks with a binary refinement tree, allowing decoding at arbitrary prefix lengths without re-encoding. This enables efficient, quality-preserving compression by structuring the latent representation hierarchically.