conftrace_

parallel sampling

26 papers

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Co-occurring keywords

markov chain monte carlo (725) diffusion model (3751) gibbs sampling (201) image generation (2073) autoregressive model (456) generative model (2892) bayesian inference (1907) image restoration (1517) picard iteration (4) parallel computation (38)

Papers

LaMI: Augmenting Large Language Models via Late Multi-Image Fusion ACL 2026
PCM : Picard Consistency Model for Fast Parallel Sampling of Diffusion Models CVPR 2025
CSC-SQL: Corrective Self-Consistency in Text-to-SQL via Reinforcement Learning AACL 2025
Deep Equilibrium Diffusion Restoration with Parallel Sampling CVPR 2024
DreamPropeller: Supercharge Text-to-3D Generation with Parallel Sampling CVPR 2024
Fast parallel sampling under isoperimetry COLT 2024
Your Diffusion Model is Secretly a Noise Classifier and Benefits from Contrastive Training NIPS 2024
Accelerating Diffusion Models with Parallel Sampling: Inference at Sub-Linear Time Complexity NIPS 2024
Parallel Sampling of Diffusion Models NIPS 2023
Fast Sampling of Diffusion Models via Operator Learning ICML 2023
DIMES: A Differentiable Meta Solver for Combinatorial Optimization Problems NIPS 2022
LAR-SR: A Local Autoregressive Model for Image Super-Resolution CVPR 2022
Parallel and Flexible Sampling from Autoregressive Models via Langevin Dynamics ICML 2021
Rao-Blackwellised parallel MCMC AISTATS 2021
Fast and Flexible Temporal Point Processes with Triangular Maps NIPS 2020
Scalable and Flexible Clustering of Grouped Data via Parallel and Distributed Sampling in Versatile Hierarchical Dirichlet Processes UAI 2020
Adaptive MCMC via Combining Local Samplers AISTATS 2019
End-to-End Learning for the Deep Multivariate Probit Model ICML 2018
Parallel and Distributed MCMC via Shepherding Distributions AISTATS 2018
Parallel Multiscale Autoregressive Density Estimation ICML 2017
Ensuring Rapid Mixing and Low Bias for Asynchronous Gibbs Sampling IJCAI 2017
Clone MCMC: Parallel High-Dimensional Gaussian Gibbs Sampling NIPS 2017
Variational Consensus Monte Carlo NIPS 2015
Distributed and Adaptive Darting Monte Carlo through Regenerations AISTATS 2013
Parallel Gibbs Sampling: From Colored Fields to Thin Junction Trees AISTATS 2011