"distribution matching" Papers
13 papers found
Conference
BOND: Aligning LLMs with Best-of-N Distillation
Pier Giuseppe Sessa, Robert Dadashi, Léonard Hussenot-Desenonges et al.
ICLR 2025arXiv:2407.14622
53
citations
Diversified Flow Matching with Translation Identifiability
Sagar Shrestha, Xiao Fu
ICML 2025arXiv:2511.05558
Efficient Distribution Matching of Representations via Noise-Injected Deep InfoMax
Ivan Butakov, Alexander Semenenko, Alexander Tolmachev et al.
ICLR 2025arXiv:2410.06993
3
citations
Generalization and Distributed Learning of GFlowNets
Tiago Silva, Amauri Souza, Omar Rivasplata et al.
ICLR 2025
1
citations
Hyperbolic Dataset Distillation
Wenyuan Li, Guang Li, Keisuke Maeda et al.
NEURIPS 2025arXiv:2505.24623
7
citations
Implicit Reward as the Bridge: A Unified View of SFT and DPO Connections
Bo Wang, Qinyuan Cheng, Runyu Peng et al.
NEURIPS 2025arXiv:2507.00018
15
citations
SNEAKDOOR: Stealthy Backdoor Attacks against Distribution Matching-based Dataset Condensation
He Yang, Dongyi Lv, Song Ma et al.
NEURIPS 2025
Unsupervised Imaging Inverse Problems with Diffusion Distribution Matching
Giacomo Meanti, Thomas Ryckeboer, Michael Arbel et al.
ICCV 2025arXiv:2506.14605
1
citations
Big Learning Expectation Maximization
Yulai Cong, Sijia Li
AAAI 2024paperarXiv:2312.11926
4
citations
M3D: Dataset Condensation by Minimizing Maximum Mean Discrepancy
Hansong Zhang, Shikun Li, Pengju Wang et al.
AAAI 2024paperarXiv:2312.15927
52
citations
OTMatch: Improving Semi-Supervised Learning with Optimal Transport
Zhiquan Tan, Kaipeng Zheng, Weiran Huang
ICML 2024arXiv:2310.17455
10
citations
Privacy-Preserving Instructions for Aligning Large Language Models
Da Yu, Peter Kairouz, Sewoong Oh et al.
ICML 2024arXiv:2402.13659
36
citations
Real-Fake: Effective Training Data Synthesis Through Distribution Matching
Jianhao Yuan, Jie Zhang, Shuyang Sun et al.
ICLR 2024arXiv:2310.10402
45
citations