Web: http://arxiv.org/abs/2206.07669

June 16, 2022, 1:12 a.m. | Ting Chen, Saurabh Saxena, Lala Li, Tsung-Yi Lin, David J. Fleet, Geoffrey Hinton

cs.CL updates on arXiv.org arxiv.org

While language tasks are naturally expressed in a single, unified, modeling
framework, i.e., generating sequences of tokens, this has not been the case in
computer vision. As a result, there is a proliferation of distinct
architectures and loss functions for different vision tasks. In this work we
show that a diverse set of "core" computer vision tasks can also be unified if
formulated in terms of a shared pixel-to-sequence interface. We focus on four
tasks, namely, object detection, instance segmentation, …

arxiv cv vision

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