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TextDiffuser: Diffusion Models as Text Painters

Neural Information Processing Systems

TextDiffuser consists of two stages: first, a Transformer model generates the layout of keywords extracted from text prompts, and then diffusion models generate images conditioned on the text prompt and the generated layout.


Auslan-Daily: Australian Sign Language Translation for Daily Communication and News

Neural Information Processing Systems

Considering different geographic regions generally have their own native sign languages, it is valuable to establish corresponding SL T datasets to support related communication and research. Auslan, as a sign language specific to Australia, still lacks a dedicated large-scale dataset for SL T.