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08/02/2023
OpenFlamingo: An Open-Source Framework for Training Large Autoregressive Vision-Language Models
We introduce OpenFlamingo, a family of autoregressive vision-language mo...
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06/26/2023
Are aligned neural networks adversarially aligned?
Large language models are now tuned to align with the goals of their cre...
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02/23/2023
Out-of-Domain Robustness via Targeted Augmentations
Models trained on one set of domains often suffer performance drops on u...
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12/13/2022
CREPE: Can Vision-Language Foundation Models Reason Compositionally?
A fundamental characteristic common to both human vision and natural lan...
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12/06/2022
Adaptive Testing of Computer Vision Models
Vision models often fail systematically on groups of data that share com...
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12/09/2021
Extending the WILDS Benchmark for Unsupervised Adaptation
Machine learning systems deployed in the wild are often trained on a sou...
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12/23/2019