Minimalistic Unsupervised Representation Learning with the Sparse Manifold Transform - researchr publication related

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Yubei Chen, Zeyu Yun, Yi Ma 0001, Bruno A. Olshausen, Yann LeCun. Minimalistic Unsupervised Representation Learning with the Sparse Manifold Transform. In The Eleventh International Conference on Learning Representations, ICLR 2023, Kigali, Rwanda, May 1-5, 2023. OpenReview.net, 2023. [doi]

The following publications are possibly variants of this publication:

The Sparse Manifold Transform and Unsupervised Learning for Signal RepresentationYubei Chen. PhD thesis, University of California, Berkeley, USA, 2020. [doi]

Joint sparse latent representation learning and dual manifold regularization for unsupervised feature selectionMengshi Huang, Hongmei Chen 0001, Yong Mi, Chuan Luo, Shi-Jinn Horng, Tianrui Li 0001. kbs, 282:111105, December 2023. [doi]

Unsupervised Multi-Manifold Clustering by Learning Deep RepresentationDongdong Chen, Jiancheng Lv, Yi Zhang. AAAI 2017: [doi]

The Sparse Manifold TransformYubei Chen, Dylan M. Paiton, Bruno A. Olshausen. nips 2018: 10534-10545 [doi]

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