sampling method

Equivariant Sampling for Improving Diffusion Model-based Image Restoration WACV 2026 FactSelfCheck: Fact-Level Black-Box Hallucination Detection for LLMs EACL 2026 Gradient-Free Classifier Guidance for Diffusion Model Sampling WACV 2026 Hierarchical Schedule Optimization for Fast and Robust Diffusion Model Sampling AAAI 2026 OSEG: Improving Diffusion sampling through Orthogonal Smoothed Energy Guidance WACV 2026 Sample-and-Search: An Effective Algorithm for Learning-Augmented k-Median Clustering in High Dimensions AAAI 2026 AMO Sampler: Enhancing Text Rendering with Overshooting CVPR 2025 Asking a Language Model for Diverse Responses EMNLP 2025 Balancing Diversity and Risk in LLM Sampling: How to Select Your Method and Parameter for Open-Ended Text Generation ACL 2025 Diffusion Bridge Implicit Models ICLR 2025 Diffusion Model Guided Sampling with Pixel-Wise Aleatoric Uncertainty Estimation WACV 2025 Elucidating the Solution Space of Extended Reverse-Time SDE for Diffusion Models WACV 2025 Enhanced Diffusion Sampling via Extrapolation with Multiple ODE Solutions ICLR 2025 Flaming-hot Initiation with Regular Execution Sampling for Large Language Models NAACL 2025 How Sampling Affects the Detectability of Machine-written texts: A Comprehensive Study EMNLP 2025 Improved Sampling Of Diffusion Models In Fluid Dynamics With Tweedie's Formula ICLR 2025 Learned Reference-based Diffusion Sampler for multi-modal distributions ICLR 2025 MagicPIG: LSH Sampling for Efficient LLM Generation ICLR 2025 On Finding Hubs in High Dimensions with Sampling AAAI 2025 Rethinking the Role of Prompting Strategies in LLM Test-Time Scaling: A Perspective of Probability Theory ACL 2025 Sparse Logit Sampling: Accelerating Knowledge Distillation in LLMs ACL 2025 Speculative Sampling via Exponential Races ACL 2025 The Good, The Bad, and The Greedy: Evaluation of LLMs Should Not Ignore Non-Determinism NAACL 2025 Underdamped Diffusion Bridges with Applications to Sampling ICLR 2025 UniCBE: An Uniformity-driven Comparing Based Evaluation Framework with Unified Multi-Objective Optimization ICLR 2025