conftrace_

neural process

62 papers

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NP

Co-occurring keywords · papers mentioning both

stochastic process (11) uncertainty quantification (11) variational inference (11) gaussian process (8) uncertainty estimation (6) latent variable (6) probabilistic modeling (6) function approximation (5) few-shot learning (5) latent variable model (4)

Papers

When in Doubt: Neural Non-Parametric Uncertainty Quantification for Epidemic Forecasting NeurIPS 2021 Bootstrapping neural processes NeurIPS 2020 Convolutional Conditional Neural Processes ICLR 2020 Doubly Stochastic Variational Inference for Neural Processes with Hierarchical Latent Variables ICML 2020 Factorized Neural Processes for Neural Processes: K-Shot Prediction of Neural Responses NeurIPS 2020 Meta-Learning Stationary Stochastic Process Prediction with Convolutional Neural Processes NeurIPS 2020 Residual Neural Processes AAAI 2020 Robustifying Sequential Neural Processes ICML 2020 Attentive Neural Processes ICLR 2019 Neural Processes Mixed-Effect Models for Deep Normative Modeling of Clinical Neuroimaging Data MIDL 2019 Sequential Neural Processes NeurIPS 2019 Inferring Elapsed Time from Stochastic Neural Processes NeurIPS 2007