TokenSet: A Semantic Leap for Visual AI
TokenSet revolutionizes visual AI by representing images as unordered token sets, dynamically allocating resources based on semantic importance. Combined with the novel Fixed-Sum Discrete Diffusion (FSDD) model, it overcomes uniform grid limitations, enabling higher-fidelity image generation and understanding. A shift from sequences to semantically aware sets.