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AK
@_akhaliq
AI research paper tweets, ML @Gradio (acq. by @HuggingFace 🤗) dm for promo ,submit papers here: https://t.co/UzmYN5XOCi

Nov 25, 2021, 17 tweets

NÜWA: Visual Synthesis Pre-training for Neural visUal World creAtion
abs: arxiv.org/abs/2111.12417

presents a unified multimodal pretrained model that can generate new or manipulate existing visual data (i.e., images and videos) for various visual synthesis tasks

NÜWA achieves state-of-the-art results on text-to-image generation, text-to-video generation, video prediction, etc. Furthermore, it also shows surprisingly good zero-shot capabilities on text-guided image and video manipulation tasks

Sketch-to-Video (S2V)

Text-Guided Video Manipulation (TV2V)

Image Completion (I2I)

Text-Guided Image Manipulation (TI2I)

github: github.com/microsoft/NUWA

Text-to-Image

Sketch to Image

Sketch to Image

Image Completion

Image Completion

research talk:

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