Wavelets Beat Top Performers In Image Generation
Wavelet-Based AI Model outperforms top performers in image generation, eliminating need for Vector Quantization. Novel autoregressive model uses wavelets to capture multi-scale dependencies efficiently.
This is a Plain English Papers summary of a research paper called Wavelet-Based AI Model Beats Top Performers in Image Generation, Eliminates Need for Vector Quantization. If you like these kinds of analysis, you should join AImodels.fyi or follow us on Twitter. Overview This paper introduces a novel autoregressive image generation model that uses wavelets instead of vector quantization. The model, called Wavelets Are All You Need for Autoregressive Image Generation, outperforms previous state-of-the-art autoregressive and diffusion models on various image generation benchmarks. The...