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Unit-level surprise in neural networks.

, , and . ICBINB@NeurIPS, volume 163 of Proceedings of Machine Learning Research, page 33-40. PMLR, (2021)

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Products of Gaussians and Probabilistic Minor Component Analysis., and . Neural Comput., 14 (5): 1169-1182 (2002)Greedy Learning of Multiple Objects in Images Using Robust Statistics and Factorial Learning., and . Neural Comput., 16 (5): 1039-1062 (2004)The Pascal Visual Object Classes (VOC) Challenge., , , , and . Int. J. Comput. Vis., 88 (2): 303-338 (2010)Visual Boundary Prediction: A Deep Neural Prediction Network and Quality Dissection., , and . AISTATS, volume 33 of JMLR Workshop and Conference Proceedings, page 512-521. JMLR.org, (2014)Factorial Switching Linear Dynamical Systems Applied to Physiological Condition Monitoring., , and . IEEE Trans. Pattern Anal. Mach. Intell., 31 (9): 1537-1551 (2009)Tree-Cut for Probabilistic Image Segmentation., , and . CoRR, (2015)Known Unknowns: Novelty Detection in Condition Monitoring., and . IbPRIA (1), volume 4477 of Lecture Notes in Computer Science, page 1-6. Springer, (2007)In Memoriam: Mark Everingham., , , , , , and . IEEE Trans. Pattern Anal. Mach. Intell., 34 (11): 2081-2082 (2012)A Framework for the Quantitative Evaluation of Disentangled Representations., and . ICLR (Poster), OpenReview.net, (2018)On the eigenspectrum of the Gram matrix and the generalization error of kernel-PCA, , , and . IEEE Transactions on Information Theory, 51 (7): 2510--2522 (2005)