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2020 – today
- 2024
[c7]Xin Ding, Yongwei Wang, Zuheng Xu:
Turning Waste into Wealth: Leveraging Low-Quality Samples for Enhancing Continuous Conditional Generative Adversarial Networks. AAAI 2024: 11802-11810- [c6]Johnny Xi, Jana Osea, Zuheng Xu, Jason S. Hartford:
Propensity Score Alignment of Unpaired Multimodal Data. NeurIPS 2024 - [i7]Zuheng Xu, Moksh Jain, Ali Denton, Shawn Whitfield, Aniket Didolkar, Berton Earnshaw, Jason S. Hartford:
Automated Discovery of Pairwise Interactions from Unstructured Data. CoRR abs/2409.07594 (2024) - 2023
- [j3]Xin Ding
, Yongwei Wang, Zuheng Xu, Z. Jane Wang, William J. Welch:
Distilling and transferring knowledge via cGAN-generated samples for image classification and regression. Expert Syst. Appl. 213(Part C): 119060 (2023) - [j2]Xin Ding, Yongwei Wang, Zuheng Xu, William J. Welch, Z. Jane Wang:
Continuous Conditional Generative Adversarial Networks: Novel Empirical Losses and Label Input Mechanisms. IEEE Trans. Pattern Anal. Mach. Intell. 45(7): 8143-8158 (2023) - [c5]Zuheng Xu, Naitong Chen, Trevor Campbell:
MixFlows: principled variational inference via mixed flows. ICML 2023: 38342-38376 - [c4]Zuheng Xu, Trevor Campbell:
Embracing the chaos: analysis and diagnosis of numerical instability in variational flows. NeurIPS 2023 - [i6]Zuheng Xu, Trevor Campbell:
Embracing the chaos: analysis and diagnosis of numerical instability in variational flows. CoRR abs/2307.06957 (2023) - [i5]Xin Ding, Yongwei Wang, Zuheng Xu:
Turning Waste into Wealth: Leveraging Low-Quality Samples for Enhancing Continuous Conditional Generative Adversarial Networks. CoRR abs/2308.10273 (2023) - 2022
- [j1]Zuheng Xu, Trevor Campbell:
The computational asymptotics of Gaussian variational inference and the Laplace approximation. Stat. Comput. 32(4): 63 (2022) - [c3]Naitong Chen, Zuheng Xu, Trevor Campbell:
Bayesian inference via sparse Hamiltonian flows. NeurIPS 2022 - [i4]Naitong Chen, Zuheng Xu, Trevor Campbell:
Bayesian inference via sparse Hamiltonian flows. CoRR abs/2203.05723 (2022) - [i3]Zuheng Xu, Naitong Chen, Trevor Campbell:
Ergodic variational flows. CoRR abs/2205.07475 (2022) - 2021
- [c2]Xin Ding, Yongwei Wang, Zuheng Xu, William J. Welch, Z. Jane Wang:
CcGAN: Continuous Conditional Generative Adversarial Networks for Image Generation. ICLR 2021 - [i2]Xin Ding, Z. Jane Wang, Zuheng Xu, Yongwei Wang, William J. Welch:
Distilling and Transferring Knowledge via cGAN-generated Samples for Image Classification and Regression. CoRR abs/2104.03164 (2021) - 2020
- [c1]Dionysis Manousakas, Zuheng Xu, Cecilia Mascolo, Trevor Campbell:
Bayesian Pseudocoresets. NeurIPS 2020 - [i1]Xin Ding, Yongwei Wang, Zuheng Xu, William J. Welch, Z. Jane Wang:
CcGAN: Continuous Conditional Generative Adversarial Networks for Image Generation. CoRR abs/2011.07466 (2020)
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