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06/08/2023
Background Prompting for Improved Object Depth
Estimating the depth of objects from a single image is a valuable task f...
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03/25/2023
Deep Augmentation: Enhancing Self-Supervised Learning through Transformations in Higher Activation Space
We introduce Deep Augmentation, an approach to data augmentation using d...
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11/29/2022
Procedural Image Programs for Representation Learning
Learning image representations using synthetic data allows training neur...
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06/10/2021
Learning to See by Looking at Noise
Current vision systems are trained on huge datasets, and these datasets ...
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12/02/2017