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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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03/26/2020
Milking CowMask for Semi-Supervised Image Classification
Consistency regularization is a technique for semi-supervised learning t...
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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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05/09/2019
S^4L: Self-Supervised Semi-Supervised Learning
This work tackles the problem of semi-supervised learning of image class...
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05/06/2019
MixMatch: A Holistic Approach to Semi-Supervised Learning
Semi-supervised learning has proven to be a powerful paradigm for levera...
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12/13/2018
When Semi-Supervised Learning Meets Transfer Learning: Training Strategies, Models and Datasets
Semi-Supervised Learning (SSL) has been proved to be an effective way to...
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04/24/2018
Realistic Evaluation of Deep Semi-Supervised Learning Algorithms
Semi-supervised learning (SSL) provides a powerful framework for leverag...
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07/01/2017