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08/31/2023
FACET: Fairness in Computer Vision Evaluation Benchmark
Computer vision models have known performance disparities across attribu...
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03/23/2023
The effectiveness of MAE pre-pretraining for billion-scale pretraining
This paper revisits the standard pretrain-then-finetune paradigm used in...
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02/15/2023
Learning to Substitute Ingredients in Recipes
Recipe personalization through ingredient substitution has the potential...
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01/23/2023
A Simple Recipe for Competitive Low-compute Self supervised Vision Models
Self-supervised methods in vision have been mostly focused on large arch...
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01/19/2023
Self-Supervised Learning from Images with a Joint-Embedding Predictive Architecture
This paper demonstrates an approach for learning highly semantic image r...
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10/13/2022
The Hidden Uniform Cluster Prior in Self-Supervised Learning
A successful paradigm in representation learning is to perform self-supe...
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02/16/2022