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langevin sampling

9 papers

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LS

Co-occurring keywords

langevin dynamics (128) score matching (97) bayesian inference (1907) sampling algorithm (130) generative model (2892) markov chain monte carlo (725) posterior sampling (152) probabilistic inference (312) data point selection (1) instance-wise weighting (2)

Papers

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