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

FactSelfCheck: Fact-Level Black-Box Hallucination Detection for LLMs EACL 2026
Sample-and-Search: An Effective Algorithm for Learning-Augmented k-Median Clustering in High Dimensions AAAI 2026
OSEG: Improving Diffusion sampling through Orthogonal Smoothed Energy Guidance WACV 2026
Equivariant Sampling for Improving Diffusion Model-based Image Restoration WACV 2026
Gradient-Free Classifier Guidance for Diffusion Model Sampling WACV 2026
Hierarchical Schedule Optimization for Fast and Robust Diffusion Model Sampling AAAI 2026
AMO Sampler: Enhancing Text Rendering with Overshooting CVPR 2025
Asking a Language Model for Diverse Responses EMNLP 2025
How Sampling Affects the Detectability of Machine-written texts: A Comprehensive Study EMNLP 2025
On Finding Hubs in High Dimensions with Sampling AAAI 2025
Flaming-hot Initiation with Regular Execution Sampling for Large Language Models NAACL 2025
Waste Not, Want Not; Recycled Gumbel Noise Improves Consistency in Natural Language Generation NAACL 2025
Balancing Diversity and Risk in LLM Sampling: How to Select Your Method and Parameter for Open-Ended Text Generation ACL 2025
Rethinking the Role of Prompting Strategies in LLM Test-Time Scaling: A Perspective of Probability Theory ACL 2025
Diffusion Model Guided Sampling with Pixel-Wise Aleatoric Uncertainty Estimation WACV 2025
Speculative Sampling via Exponential Races ACL 2025
Elucidating the Solution Space of Extended Reverse-Time SDE for Diffusion Models WACV 2025
The Good, The Bad, and The Greedy: Evaluation of LLMs Should Not Ignore Non-Determinism NAACL 2025
Sparse Logit Sampling: Accelerating Knowledge Distillation in LLMs ACL 2025
Unleashing High-Quality Image Generation in Diffusion Sampling Using Second-Order Levenberg-Marquardt-Langevin ICCV 2025
BELM: Bidirectional Explicit Linear Multi-step Sampler for Exact Inversion in Diffusion Models NIPS 2024
Improved off-policy training of diffusion samplers NIPS 2024
Online Sampling and Decision Making with Low Entropy IJCAI 2024
Characterizing Similarities and Divergences in Conversational Tones in Humans and LLMs by Sampling with People ACL 2024
Boosting Diffusion Models with Moving Average Sampling in Frequency Domain CVPR 2024