CcGAN: Continuous Conditional Generative Adversarial Networks for Image Generation X Ding, Y Wang, Z Xu, WJ Welch, ZJ Wang International Conference on Learning Representations 2021, 2020 | 68 | 2020 |
Bayesian pseudocoresets D Manousakas, Z Xu, C Mascolo, T Campbell Advances in Neural Information Processing Systems 33, 14950-14960, 2020 | 30 | 2020 |
Continuous conditional generative adversarial networks: Novel empirical losses and label input mechanisms X Ding, Y Wang, Z Xu, WJ Welch, ZJ Wang IEEE Transactions on Pattern Analysis and Machine Intelligence, 2022 | 29 | 2022 |
Distilling and transferring knowledge via cGAN-generated samples for image classification and regression X Ding, Y Wang, Z Xu, ZJ Wang, WJ Welch Expert Systems with Applications 213, 119060, 2023 | 15 | 2023 |
Bayesian inference via sparse Hamiltonian flows N Chen, Z Xu, T Campbell Advances in Neural Information Processing Systems 35, 20876-20888, 2022 | 13 | 2022 |
Continuous conditional generative adversarial networks for image generation: Novel losses and label input mechanisms X Ding, Y Wang, Z Xu, WJ Welch, ZJ Wang arXiv preprint arXiv:2011.07466, 2020 | 6 | 2020 |
MixFlows: principled variational inference via mixed flows Z Xu, N Chen, T Campbell International Conference on Machine Learning, 38342-38376, 2023 | 5 | 2023 |
The computational asymptotics of Gaussian variational inference and the Laplace approximation Z Xu, T Campbell Statistics and Computing 32 (4), 63, 2022 | 5 | 2022 |
Embracing the chaos: analysis and diagnosis of numerical instability in variational flows Z Xu, T Campbell Advances in Neural Information Processing Systems 36, 2024 | 1 | 2024 |
Student submission patterns in online homework and relationships to learning outcomes: A pilot study Z Xu, G Sgarbi, S Cheng, Z Xu, A d'Entremont, J Abelló, NM Harandi, ... Proceedings of the Canadian Engineering Education Association (CEEA), 2019 | 1 | 2019 |
Image Generation Using Continuous Conditional Generative Adversarial Networks X Ding, Y Wang, Z Xu, WJ Welch, ZJ Wang Generative Adversarial Learning: Architectures and Applications, 87-113, 2022 | | 2022 |
Ergodic variational flows. Z Xu, N Chen, T Campbell CoRR, 2022 | | 2022 |
On the computational asymptotics of Gaussian variational inference Z Xu University of British Columbia, 2020 | | 2020 |