A boundary-forcing masked modeling paradigm for self-supervised vision pretraining yields a 1B model rivaling 7B models on dense spatial perception tasks.
LSD: A fast line segment detector with a false detection control.IEEE Transactions on Pattern Analysis and Machine Intelligence, 32(4):722–732, 2010
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Vision Pretraining for Dense Spatial Perception
A boundary-forcing masked modeling paradigm for self-supervised vision pretraining yields a 1B model rivaling 7B models on dense spatial perception tasks.