Shaoan Xie
Hi! I’m a Phd student at Carnegie Mellon University, advised by Prof. Kun Zhang. I’m interested in machine learning and computer vision from a causal perspective. Specifically, I focus on learning causal representations for controllable generative models.
News
- [June. 2025] I’m attending CVPR2025, see you in Nashville!
- [May. 2025] Two papers are accepted into ICML2025!
- [April. 2025] One paper is accepted as CVPR2025 Highlight!
- [May. 2023] I’m thrilled to share that my work at Adobe SmartBrush (CVPR2023, Highlight) is now alive in Adobe flagship products - Photoshop and Firefly!
- [Jan. 2023] One paper i-stylegan is accepted as ICLR2023 Spotlight! One of the first works to connect identifiability with multidomain image generation.
Selected Publications [ Google Scholar]
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ICML
International Conference on Machine Learning (ICML), 2025. -
ICML
International Conference on Machine Learning (ICML), 2025. -
CVPR
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2025. Highlight -
ICML
International Conference on Machine Learning (ICML), 2024. -
CVPR
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2023. Highlight -
CVPR
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2023. -
ICLR
International Conference on Learning Representations (ICLR), 2023. Spotlight -
NeurIPS
Advances in Neural Information Processing Systems (NeurIPS), 2022. -
ICCV
IEEE/CVF International Conference on Computer Vision (ICCV), 2021. -
ICML
International Conference on Machine Learning (ICML), 2018.