SoftVQ-VAE: Efficient 1-Dimensional Continuous Tokenizer
TiTok 框架 + Softmax 版 Vector Quantization 以期更高的压缩比
VAE
Addressing Representation Collapse in Vector Quantized Models with One Linear Layer
SimVQ, 坐标变换替代可学习 Codebook
Autoregressive Image Generation using Residual Quantization
RQ-VAE, 残差向量量化
Neural Discrete Representation Learning
VQ-VAE, 向量量化的开山之作