Web: http://arxiv.org/abs/2206.08916

June 20, 2022, 1:13 a.m. | Jiasen Lu, Christopher Clark, Rowan Zellers, Roozbeh Mottaghi, Aniruddha Kembhavi

cs.CV updates on arXiv.org arxiv.org

We propose Unified-IO, a model that performs a large variety of AI tasks
spanning classical computer vision tasks, including pose estimation, object
detection, depth estimation and image generation, vision-and-language tasks
such as region captioning and referring expression comprehension, to natural
language processing tasks such as question answering and paraphrasing.
Developing a single unified model for such a large variety of tasks poses
unique challenges due to the heterogeneous inputs and outputs pertaining to
each task, including RGB images, per-pixel maps, …

arxiv cv io language model vision

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