Search Results for author: Jonghee Kim

Found 2 papers, 2 papers with code

Exploring The Role of Mean Teachers in Self-supervised Masked Auto-Encoders

1 code implementation5 Oct 2022 Youngwan Lee, Jeffrey Willette, Jonghee Kim, Juho Lee, Sung Ju Hwang

Masked image modeling (MIM) has become a popular strategy for self-supervised learning~(SSL) of visual representations with Vision Transformers.

Classification Instance Segmentation +4

MPViT: Multi-Path Vision Transformer for Dense Prediction

3 code implementations CVPR 2022 Youngwan Lee, Jonghee Kim, Jeff Willette, Sung Ju Hwang

While Convolutional Neural Networks (CNNs) have been the dominant architectures for such tasks, recently introduced Vision Transformers (ViTs) aim to replace them as a backbone.

Instance Segmentation object-detection +3

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