conftrace_

sampling method

109 papers

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diffusion model (3751) markov chain monte carlo (725) image generation (2073) bayesian inference (1907) text generation (2913) generative model (2892) large language model (13587) hamiltonian monte carlo (92) language model (4599) variational inference (2069)

Papers

Multiplicative Gaussian Particle Filter AISTATS 2020
Reverse Engineering Configurations of Neural Text Generation Models ACL 2020
Grid-GCN for Fast and Scalable Point Cloud Learning CVPR 2020
Bandit Samplers for Training Graph Neural Networks NIPS 2020
UoR at SemEval-2020 Task 8: Gaussian Mixture Modelling (GMM) Based Sampling Approach for Multi-modal Memotion Analysis SEMEVAL 2020
GCN meets GPU: Decoupling “When to Sample” from “How to Sample” NIPS 2020
Low-Variance and Zero-Variance Baselines for Extensive-Form Games ICML 2020
Involutive MCMC: a Unifying Framework ICML 2020
On two ways to use determinantal point processes for Monte Carlo integration NIPS 2019
Empirical Evaluation of Active Learning Techniques for Neural MT EMNLP 2019
Sublinear Time Low-Rank Approximation of Distance Matrices NIPS 2018
Dimensionally Tight Bounds for Second-Order Hamiltonian Monte Carlo NIPS 2018
Sequential Test for the Lowest Mean: From Thompson to Murphy Sampling NIPS 2018
A simple model of recognition and recall memory NIPS 2017
Large-Scale Quadratically Constrained Quadratic Program via Low-Discrepancy Sequences NIPS 2017
Minimizing Quadratic Functions in Constant Time NIPS 2016
Optimizing Speech Recognition Evaluation Using Stratified Sampling INTERSPEECH 2016
Synaptic Sampling: A Bayesian Approach to Neural Network Plasticity and Rewiring NIPS 2015
Nested Sequential Monte Carlo Methods ICML 2015
Reflection, Refraction, and Hamiltonian Monte Carlo NIPS 2015
Sampling for Inference in Probabilistic Models with Fast Bayesian Quadrature NIPS 2014
Just-In-Time Learning for Fast and Flexible Inference NIPS 2014
Spoofing Large Probability Mass Functions to Improve Sampling Times and Reduce Memory Costs AISTATS 2014
A Statistical Perspective on Algorithmic Leveraging ICML 2014
Improving Image Matting Using Comprehensive Sampling Sets CVPR 2013