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05/25/2023
Diversify Your Vision Datasets with Automatic Diffusion-Based Augmentation
Many fine-grained classification tasks, like rare animal identification,...
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05/23/2023
Diffusion Hyperfeatures: Searching Through Time and Space for Semantic Correspondence
Diffusion models have been shown to be capable of generating high-qualit...
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10/18/2022
Using Language to Extend to Unseen Domains
It is expensive to collect training data for every possible domain that ...
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02/17/2022
On Guiding Visual Attention with Language Specification
While real world challenges typically define visual categories with lang...
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04/01/2020
NBDT: Neural-Backed Decision Trees
Deep learning is being adopted in settings where accurate and justifiabl...
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01/08/2020