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cs.CV2024★ 1 cited
Visualizing the loss landscape of Self-supervised Vision Transformer
Youngwan Lee, Jeffrey Ryan Willette, Jonghee Kim +1
The Masked autoencoder (MAE) has drawn attention as a representative self-supervised approach for masked image modeling with vision transformers. However, even though MAE shows bet…
cs.CV2022★ 7 cited
Exploring The Role of Mean Teachers in Self-supervised Masked Auto-Encoders
Youngwan Lee, Jeffrey Willette, Jonghee Kim +2
Masked image modeling (MIM) has become a popular strategy for self-supervised learning~(SSL) of visual representations with Vision Transformers. A representative MIM model, the mas…