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Decomposing 3D Scenes into Objects via Unsupervised Volume Segmentation, , и . (2021)cite arxiv:2104.01148Comment: 15 pages, 3 figures. For project page with videos, see http://stelzner.github.io/obsurf/.Faster Attend-Infer-Repeat with Tractable Probabilistic Models., , и . ICML, том 97 из Proceedings of Machine Learning Research, стр. 5966-5975. PMLR, (2019)Conditional Sum-Product Networks: Imposing Structure on Deep Probabilistic Architectures., , , , , , и . CoRR, (2019)Structured Object-Aware Physics Prediction for Video Modeling and Planning., , , , и . ICLR, OpenReview.net, (2020)Einsum Networks: Fast and Scalable Learning of Tractable Probabilistic Circuits., , , , , , , , и . ICML, том 119 из Proceedings of Machine Learning Research, стр. 7563-7574. PMLR, (2020)Conditional Sum-Product Networks: Imposing Structure on Deep Probabilistic Architectures., , , , , , и . PGM, том 138 из Proceedings of Machine Learning Research, стр. 401-412. PMLR, (2020)Random Sum-Product Networks: A Simple and Effective Approach to Probabilistic Deep Learning., , , , , , , и . UAI, том 115 из Proceedings of Machine Learning Research, стр. 334-344. AUAI Press, (2019)Residual Sum-Product Networks., , , и . PGM, том 138 из Proceedings of Machine Learning Research, стр. 545-556. PMLR, (2020)Elements of Unsupervised Scene Understanding: Objectives, Structures, and Modalities.. Technical University of Darmstadt, Germany, (2023)