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PixelDefend: Leveraging Generative Models to Understand and Defend against Adversarial Examples.

, , , , and . ICLR (Poster), OpenReview.net, (2018)

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Deterministic Variational Inference for Robust Bayesian Neural Networks., , , , , and . ICLR, OpenReview.net, (2019)Project Silica: Towards Sustainable Cloud Archival Storage in Glass., , , , , , , , , and 47 other author(s). SOSP, page 166-181. ACM, (2023)EDDI: Efficient Dynamic Discovery of High-Value Information with Partial VAE., , , , , and . ICML, volume 97 of Proceedings of Machine Learning Research, page 4234-4243. PMLR, (2019)DeepCoder: Learning to Write Programs., , , , and . ICLR (Poster), OpenReview.net, (2017)Independent Subspace Analysis for Unsupervised Learning of Disentangled Representations., , and . AISTATS, volume 108 of Proceedings of Machine Learning Research, page 1200-1210. PMLR, (2020)Scalable Gaussian Process Structured Prediction for Grid Factor Graph Applications., , , and . ICML, volume 32 of JMLR Workshop and Conference Proceedings, page 334-342. JMLR.org, (2014)Meta-Learning Probabilistic Inference for Prediction., , , , and . ICLR (Poster), OpenReview.net, (2019)Debiasing Evidence Approximations: On Importance-weighted Autoencoders and Jackknife Variational Inference.. ICLR (Poster), OpenReview.net, (2018)Occupancy Networks: Learning 3D Reconstruction in Function Space., , , , and . CVPR, page 4460-4470. Computer Vision Foundation / IEEE, (2019)Icebreaker: Element-wise Efficient Information Acquisition with a Bayesian Deep Latent Gaussian Model., , , , , and . NeurIPS, page 14791-14802. (2019)