
SUMO: Unbiased Estimation of Log Marginal Probability for Latent Variable Models
Standard variational lower bounds used to train latent variable models p...
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DBSN: Measuring Uncertainty through Bayesian Learning of Deep Neural Network Structures
Bayesian neural networks (BNNs) introduce uncertainty estimation to deep...
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A Simple yet Effective Baseline for Robust Deep Learning with Noisy Labels
Recently deep neural networks have shown their capacity to memorize trai...
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Cluster Alignment with a Teacher for Unsupervised Domain Adaptation
Deep learning methods have shown promise in unsupervised domain adaptati...
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Semicrowdsourced Clustering with Deep Generative Models
We consider the semisupervised clustering problem where crowdsourcing p...
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Smooth Neighbors on Teacher Graphs for Semisupervised Learning
The paper proposes an inductive semisupervised learning method, called ...
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ZhuSuan: A Library for Bayesian Deep Learning
In this paper we introduce ZhuSuan, a python probabilistic programming l...
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Yucen Luo
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