Unsupervised Disentanglement with Tensor Product Representations on the
Torus

Unsupervised Disentanglement with Tensor Product Representations on the Torus

13 February 2022

Lior Wolf

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Papers citing "Unsupervised Disentanglement with Tensor Product Representations on the Torus"

8 / 8 papers shown

Title
Measuring Disentanglement: A Review of Metrics M. Carbonneau Julian Zaïdi Jonathan Boilard G. Gagnon CoGe DRL 63 84 0 16 Dec 2020
Decision-Making with Auto-Encoding Variational Bayes Romain Lopez Pierre Boyeau Nir Yosef Michael I. Jordan Jeffrey Regier BDL 417 10,591 0 17 Feb 2020
Theory and Evaluation Metrics for Learning Disentangled Representations Kien Do T. Tran CoGe DRL 65 96 0 26 Aug 2019
Challenging Common Assumptions in the Unsupervised Learning of Disentangled Representations Francesco Locatello Stefan Bauer Mario Lucic Gunnar Rätsch Sylvain Gelly Bernhard Schölkopf Olivier Bachem OOD 124 1,467 0 29 Nov 2018
Disentangling by Factorising Hyunjik Kim A. Mnih CoGe OOD 62 1,350 0 16 Feb 2018
Variational Inference of Disentangled Latent Concepts from Unlabeled Observations Abhishek Kumar P. Sattigeri Avinash Balakrishnan BDL DRL 81 523 0 02 Nov 2017
Rethinking the Inception Architecture for Computer Vision Christian Szegedy Vincent Vanhoucke Sergey Ioffe Jonathon Shlens Z. Wojna 3DV BDL 883 27,373 0 02 Dec 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.9K 150,115 0 22 Dec 2014