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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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01/26/2023
Vision-Language Models Performing Zero-Shot Tasks Exhibit Gender-based Disparities
We explore the extent to which zero-shot vision-language models exhibit ...
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01/27/2022
A Systematic Study of Bias Amplification
Recent research suggests that predictions made by machine-learning model...
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01/20/2022
Revisiting Weakly Supervised Pre-Training of Visual Perception Models
Model pre-training is a cornerstone of modern visual recognition systems...
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11/18/2021
PyTorchVideo: A Deep Learning Library for Video Understanding
We introduce PyTorchVideo, an open-source deep-learning library that pro...
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06/18/2020
Forward Prediction for Physical Reasoning
Physical reasoning requires forward prediction: the ability to forecast ...
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10/02/2012