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Diversify Your Vision Datasets with Automatic Diffusion-Based Augmentation

Neural Information Processing Systems

We introduce ALIA (Automated Language-guided Image Augmentation), a method which utilizes large vision and language models to automatically generate natural language descriptions of a dataset's domains and augment the training data via language-guided image editing.



StoryBench: A Multifaceted Benchmark for Continuous Story Visualization

Neural Information Processing Systems

Generating video stories from text prompts is a complex task. In addition to having high visual quality, videos need to realistically adhere to a sequence of text prompts whilst being consistent throughout the frames.