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07/12/2023
Patch n' Pack: NaViT, a Vision Transformer for any Aspect Ratio and Resolution
The ubiquitous and demonstrably suboptimal choice of resizing images to ...
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04/06/2023
Robustmix: Improving Robustness by Regularizing the Frequency Bias of Deep Nets
Deep networks have achieved impressive results on a range of well-curate...
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01/26/2023
simple diffusion: End-to-end diffusion for high resolution images
Currently, applying diffusion models in pixel space of high resolution i...
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11/09/2022
Efficiently Scaling Transformer Inference
We study the problem of efficient generative inference for Transformer m...
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03/24/2020
MetNet: A Neural Weather Model for Precipitation Forecasting
Weather forecasting is a long standing scientific challenge with direct ...
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08/09/2019