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Differentiable Probabilistic Models of Scientific Imaging with the Fourier Slice Theorem.

, , , , and . UAI, volume 115 of Proceedings of Machine Learning Research, page 399-411. AUAI Press, (2019)

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Geometric and Physical Quantities improve E(3) Equivariant Message Passing., , , , and . ICLR, OpenReview.net, (2022)A Practical Method for Constructing Equivariant Multilayer Perceptrons for Arbitrary Matrix Groups., , and . ICML, volume 139 of Proceedings of Machine Learning Research, page 3318-3328. PMLR, (2021)The Hintons in your Neural Network: a Quantum Field Theory View of Deep Learning., and . ICML, volume 139 of Proceedings of Machine Learning Research, page 1038-1048. PMLR, (2021)Relational Generalized Few-Shot Learning., , , and . BMVC, BMVA Press, (2020)Scalable MCMC for Mixed Membership Stochastic Blockmodels., , and . AISTATS, volume 51 of JMLR Workshop and Conference Proceedings, page 723-731. JMLR.org, (2016)Structured and Efficient Variational Deep Learning with Matrix Gaussian Posteriors., and . ICML, volume 48 of JMLR Workshop and Conference Proceedings, page 1708-1716. JMLR.org, (2016)Harmonic Exponential Families on Manifolds., and . ICML, volume 37 of JMLR Workshop and Conference Proceedings, page 1757-1765. JMLR.org, (2015)Sigma Delta Quantized Networks., and . ICLR (Poster), OpenReview.net, (2017)Neural Relational Inference for Interacting Systems., , , , and . ICML, volume 80 of Proceedings of Machine Learning Research, page 2693-2702. PMLR, (2018)A Distributed Message Passing Algorithm for Sensor Localization., and . ICANN (1), volume 4668 of Lecture Notes in Computer Science, page 767-775. Springer, (2007)