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02/11/2021
Scaling Up Visual and Vision-Language Representation Learning With Noisy Text Supervision
Pre-trained representations are becoming crucial for many NLP and percep...
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03/08/2020
Unifying Specialist Image Embedding into Universal Image Embedding
Deep image embedding provides a way to measure the semantic similarity o...
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11/02/2018
The Open Images Dataset V4: Unified image classification, object detection, and visual relationship detection at scale
We present Open Images V4, a dataset of 9.2M images with unified annotat...
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12/16/2015
Blockout: Dynamic Model Selection for Hierarchical Deep Networks
Most deep architectures for image classification--even those that are tr...
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11/20/2015
