2025
Scalable Image Tokenization with Index Backpropagation Quantization
ICCV 2025poster
Existing vector quantization (VQ) methods struggle with scalability, largely attributed to the instability of the codebook that undergoes partial updates during training. The codebook is prone to collapse as utilization decreases, due to the progressively widening distribution gap between non-activa…