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Learning to Drop Out: An Adversarial Approach to Training Sequence VAEs., , , , , and . CoRR, (2022)SPINDLE: End-to-end learning from EEG/EMG to extrapolate animal sleep scoring across experimental settings, labs and species., , , , , , , , , and 2 other author(s). PLoS Comput. Biol., (2019)Disentangled State Space Models: Unsupervised Learning of dynamics across Heterogeneous Environments., , , , and . DGS@ICLR, OpenReview.net, (2019)On the Transfer of Inductive Bias from Simulation to the Real World: a New Disentanglement Dataset., , , , , , , , , and . CoRR, (2019)Robustly Disentangled Causal Mechanisms: Validating Deep Representations for Interventional Robustness., , , and . ICML, volume 97 of Proceedings of Machine Learning Research, page 6056-6065. PMLR, (2019)Spatial Dependency Networks: Neural Layers for Improved Generative Image Modeling., , , , and . ICLR, OpenReview.net, (2021)Interventional Robustness of Deep Latent Variable Models., , , and . CoRR, (2018)Disentangled State Space Representations., , , , and . CoRR, (2019)Efficient and Flexible Inference for Stochastic Systems., , , and . NIPS, page 6988-6998. (2017)