"sampling methods" Papers

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Rethinking Losses for Diffusion Bridge Samplers

Sebastian Sanokowski, Lukas Gruber, Christoph Bartmann et al.

NeurIPS 2025posterarXiv:2506.10982
2
citations

Turning Up the Heat: Min-p Sampling for Creative and Coherent LLM Outputs

Minh Nguyen, Andrew Baker, Clement Neo et al.

ICLR 2025posterarXiv:2407.01082
82
citations

Zigzag Diffusion Sampling: Diffusion Models Can Self-Improve via Self-Reflection

Lichen Bai, Shitong Shao, zikai zhou et al.

ICLR 2025posterarXiv:2412.10891
26
citations

Beyond ELBOs: A Large-Scale Evaluation of Variational Methods for Sampling

Denis Blessing, Xiaogang Jia, Johannes Esslinger et al.

ICML 2024poster