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title
Canonical Capsules @ NeurIPS2021
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A self-supervised capsule architecture that canonicalizes data while simultaneously decomposing point clouds into parts to perform unsupervised representation learning.
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2026-02-20 21:35:44
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Canonical Capsules: Self-Supervised Capsules in Canonical Pose Canonical Capsules: Self-Supervised Capsules in Canonical Pose Thirty-fifth Conference on Neural Information Processing Systems (NeurIPS 2021) Weiwei Sun 1 4 * Andrea Tagliasacchi 2 3 * Boyang Deng 3 Sara Sabour 2 3 Soroosh Yazdani 3 Geoffrey Hinton 2 3 Kwang Moo Yi 1 4 1 University of British Columbia 2 University of Toronto 3 Google Research 4 University of Victoria * Equal contributions [Paper] [Video] [Code] [ArXiv] TL;DR: A self-supervised capsule architecture that canonicalizes data while simultaneously decomposing point clouds into parts to perform unsupervised representation learning. Paper Canonical Capsules: Self-Supervised Capsules in Canonical Pose Weiwei Sun, Andrea Tagliasacchi, Boyang Deng, Sara Sabour, Soroosh Yazdani, Geoffrey Hinton, Kwang Moo Yi In Conference, NeurIPS 2021. @InProceedings{sun2021canonicalcapsules, ti...
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