conftrace_

sampling method

109 papers

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Co-occurring keywords

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

Online Sampling and Decision Making with Low Entropy IJCAI 2024
Distribution Aware Metrics for Conditional Natural Language Generation COLING 2024
Boosting Diffusion Models with an Adaptive Momentum Sampler IJCAI 2024
Towards More Accurate Diffusion Model Acceleration with A Timestep Tuner CVPR 2024
Boosting Diffusion Models with Moving Average Sampling in Frequency Domain CVPR 2024
StepbaQ: Stepping backward as Correction for Quantized Diffusion Models NIPS 2024
The power of an adversary in Glauber dynamics COLT 2024
Fair Sampling in Diffusion Models through Switching Mechanism AAAI 2024
Fast ODE-based Sampling for Diffusion Models in Around 5 Steps CVPR 2024
Local and Global Decoding in Text Generation EMNLP 2024
BELM: Bidirectional Explicit Linear Multi-step Sampler for Exact Inversion in Diffusion Models NIPS 2024
PixelAsParam: A Gradient View on Diffusion Sampling with Guidance ICML 2023
Stimulus Verification Is a Universal and Effective Sampler in Multi-Modal Human Trajectory Prediction CVPR 2023
Moment Matching Denoising Gibbs Sampling NIPS 2023
infoVerse: A Universal Framework for Dataset Characterization with Multidimensional Meta-information ACL 2023
SEEDS: Exponential SDE Solvers for Fast High-Quality Sampling from Diffusion Models NIPS 2023
Learning Markov Random Fields for Combinatorial Structures via Sampling through Lovász Local Lemma AAAI 2023
Near Optimal Reconstruction of Spherical Harmonic Expansions NIPS 2023
A Survey of Methods for Addressing Class Imbalance in Deep-Learning Based Natural Language Processing EACL 2023
Bias Mimicking: A Simple Sampling Approach for Bias Mitigation CVPR 2023
Formulating Discrete Probability Flow Through Optimal Transport NIPS 2023
Gaussian Mixture Solvers for Diffusion Models NIPS 2023
Fast Algorithms for Distributed k-Clustering with Outliers ICML 2023
Null-Space Diffusion Sampling for Zero-Shot Point Cloud Completion IJCAI 2023
Penalty Decoding: Well Suppress the Self-Reinforcement Effect in Open-Ended Text Generation EMNLP 2023