Semantic Browsing Adds Structured Diversity Axes to Text-to-Image Generation

A new method called Semantic Browsing structures image generation diversity around interpretable semantic axes rather than incidental variation, letting users navigate galleries along meaningful design dimensions. It addresses the common collapse-to-single-interpretation failure mode in current text-to-image models.