Poster "importance sampling" Papers

12 papers found

Amortized Sampling with Transferable Normalizing Flows

Charlie Tan, Majdi Hassan, Leon Klein et al.

NEURIPS 2025arXiv:2508.18175
9
citations

Data Unlearning in Diffusion Models

Silas Alberti, Kenan Hasanaliyev, Manav Shah et al.

ICLR 2025arXiv:2503.01034
8
citations

Large Language Bayes

Justin Domke

NEURIPS 2025arXiv:2504.14025
2
citations

Mitigating Reward Over-optimization in Direct Alignment Algorithms with Importance Sampling

Nguyen Phuc, Ngoc-Hieu Nguyen, Duy M. H. Nguyen et al.

NEURIPS 2025arXiv:2506.08681

Multi-Draft Speculative Sampling: Canonical Decomposition and Theoretical Limits

Ashish Khisti, MohammadReza Ebrahimi, Hassan Dbouk et al.

ICLR 2025arXiv:2410.18234
4
citations

RayFlow: Instance-Aware Diffusion Acceleration via Adaptive Flow Trajectories

Huiyang Shao, Xin Xia, Yuhong Yang et al.

CVPR 2025arXiv:2503.07699
10
citations

TensoFlow: Tensorial Flow-based Sampler for Inverse Rendering

Chun Gu, Xiaofei Wei, Li Zhang et al.

CVPR 2025arXiv:2503.18328

Accelerating Neural Field Training via Soft Mining

Shakiba Kheradmand, Daniel Rebain, Gopal Sharma et al.

CVPR 2024arXiv:2312.00075
12
citations

Can Gaussian Sketching Converge Faster on a Preconditioned Landscape?

Yilong Wang, Haishan Ye, Guang Dai et al.

ICML 2024

Liouville Flow Importance Sampler

Yifeng Tian, Nishant Panda, Yen Ting Lin

ICML 2024arXiv:2405.06672
19
citations

Reparameterized Importance Sampling for Robust Variational Bayesian Neural Networks

Yunfei Long, Zilin Tian, Liguo Zhang et al.

ICML 2024

SAPG: Split and Aggregate Policy Gradients

Jayesh Singla, Ananye Agarwal, Deepak Pathak

ICML 2024arXiv:2407.20230
13
citations