"importance sampling" Papers
16 papers found
Conference
Amortized Sampling with Transferable Normalizing Flows
Charlie Tan, Majdi Hassan, Leon Klein et al.
NEURIPS 2025arXiv:2508.18175
9
citations
Boosting Test Performance with Importance Sampling--a Subpopulation Perspective
Hongyu Shen, Zhizhen Zhao
AAAI 2025paperarXiv:2412.13003
Data Unlearning in Diffusion Models
Silas Alberti, Kenan Hasanaliyev, Manav Shah et al.
ICLR 2025arXiv:2503.01034
8
citations
Enhanced Importance Sampling Through Latent Space Exploration in Normalizing Flows
Liam Anthony Kruse, Alexandros Tzikas, Harrison Delecki et al.
AAAI 2025paperarXiv:2501.03394
1
citations
Information-Theoretic Generative Clustering of Documents
Xin Du, Kumiko Tanaka-Ishii
AAAI 2025paperarXiv:2412.13534
1
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
Contrastive Continual Learning with Importance Sampling and Prototype-Instance Relation Distillation
Jiyong Li, Dilshod Azizov, Yang LI et al.
AAAI 2024paperarXiv:2403.04599
17
citations
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