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langevin sampling

9 papers

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LS

Co-occurring keywords · papers mentioning both

langevin dynamics (6) score matching (3) bayesian inference (3) sampling algorithm (2) generative model (2) markov chain monte carlo (2) posterior sampling (2) probabilistic inference (2) data point selection (1) instance-wise weighting (1)

Papers

Conceptual Learning via Embedding Approximations for Reinforcing Interpretability and Transparency WACV 2025 A Bayesian Approach to Data Point Selection NeurIPS 2024 The Bayesian sampling in a canonical recurrent circuit with a diversity of inhibitory interneurons NeurIPS 2024 Expressive probabilistic sampling in recurrent neural networks NeurIPS 2023 Energy-Based Generative Cooperative Saliency Prediction AAAI 2022 Natural gradient enables fast sampling in spiking neural networks NeurIPS 2022 Autoregressive Denoising Diffusion Models for Multivariate Probabilistic Time Series Forecasting ICML 2021 Fast Sampling-Based Inference in Balanced Neuronal Networks NeurIPS 2014 Generalized Denoising Auto-Encoders as Generative Models NeurIPS 2013