UniTok: Universal Image Tokenizer For Generation And Understanding
UniTok unifies visual tokenization for gen & understanding tasks, achieving state-of-the-art results across multiple benchmarks with a single tokenizer.
This is a Plain English Papers summary of a research paper called UniTok: New AI System Creates and Understands Images Using Single Universal Tokenizer. If you like these kinds of analysis, you should join AImodels.fyi or follow us on Twitter. Overview UniTok unifies visual tokenization for both generation and understanding tasks Introduces a novel training approach combining reconstruction and recognition objectives Achieves state-of-the-art results across multiple visual AI benchmarks Provides a single tokenizer that works for both creating and analyzing images Demonstrates improv...