Xinwei Shen
Xinwei Shen
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Causalvae: Disentangled representation learning via neural structural causal models
M Yang, F Liu, Z Chen, X Shen, J Hao, J Wang
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2021
Weakly supervised disentangled generative causal representation learning
X Shen, F Liu, H Dong, Q Lian, Z Chen, T Zhang
Journal of Machine Learning Research 23 (241), 1-55, 2022
In vivo single-cell lineage tracing in zebrafish using high-resolution infrared laser-mediated gene induction microscopy
S He, Y Tian, S Feng, Y Wu, X Shen, K Chen, Y He, Q Sun, X Li, J Xu, ...
Elife 9, e52024, 2020
TILGAN: Transformer-based Implicit Latent GAN for Diverse and Coherent Text Generation
S Diao, X Shen, KS Shum, Y Song, T Zhang
Findings of the Association for Computational Linguistics: ACL/IJCNLP, 4844-4858, 2021
To ArXiv or not to ArXiv: A study quantifying pros and cons of posting preprints online
C Rastogi, I Stelmakh, X Shen, M Meila, F Echenique, S Chawla, ...
arXiv preprint arXiv:2203.17259, 2022
Engression: Extrapolation for nonlinear regression?
X Shen, N Meinshausen
arXiv preprint arXiv:2307.00835, 2023
Bidirectional generative modeling using adversarial gradient estimation
X Shen, T Zhang, K Chen
arXiv preprint arXiv:2002.09161, 2020
Covariate-shift generalization via random sample weighting
Y He, X Shen, R Xu, T Zhang, Y Jiang, W Zou, P Cui
Proceedings of the AAAI Conference on Artificial Intelligence 37 (10), 11828 …, 2023
Phytodiversity is associated with habitat heterogeneity from Eurasia to the Hengduan Mountains
Y Chang, K Gelwick, SD Willett, X Shen, C Albouy, A Luo, Z Wang, ...
New Phytologist 240 (4), 1647-1658, 2023
Causality-oriented robustness: exploiting general additive interventions
X Shen, P Bühlmann, A Taeb
arXiv preprint arXiv:2307.10299, 2023
Reframed GES with a neural conditional dependence measure
X Shen, S Zhu, J Zhang, S Hu, Z Chen
Uncertainty in Artificial Intelligence, 1782-1791, 2022
Surprise sampling: Improving and extending the local case-control sampling
X Shen, K Chen, W Yu
Electronic Journal of Statistics 15 (1), 2454-2482, 2021
Invariant probabilistic prediction
A Henzi, X Shen, M Law, P Bühlmann
arXiv preprint arXiv:2309.10083, 2023
Asymptotic Statistical Analysis of -divergence GAN
X Shen, K Chen, T Zhang
arXiv preprint arXiv:2209.06853, 2022
Distributional Principal Autoencoders
X Shen, N Meinshausen
arXiv preprint arXiv:2404.13649, 2024
Machine Learning for Multivariate Downscaling: A Generative Model Inspired by Forecast Evaluation
M Schillinger, X Shen, M Samarin, N Meinshausen
EGU24, 2024
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