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Sirui Xie
Sirui Xie
PhD Student, UCLA
Verified email at ucla.edu - Homepage
Title
Cited by
Cited by
Year
SNAS: stochastic neural architecture search
S Xie, H Zheng, C Liu, L Lin
International Conference on Learning Representations (ICLR) 2019, 2018
10382018
DSNAS: Direct Neural Architecture Search without Parameter Retraining
S Hu*, S Xie*, H Zheng, C Liu, J Shi, X Liu, D Lin
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020
1302020
Graph-guided Architecture Search for Real-time Semantic Segmentation
P Lin, P Sun, G Cheng, S Xie, X Li, J Shi
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2019
982019
Latent Diffusion Energy-Based Model for Interpretable Text Modeling
P Yu, S Xie, X Ma, B Jia, B Pang, R Gao, Y Zhu, SC Zhu, YN Wu
International Conference on Machine Learning, 25702-25720, 2022
452022
Learning Algebraic Representation for Systematic Generalization in Abstract Reasoning
C Zhang*, S Xie*, B Jia*, YN Wu, SC Zhu, Y Zhu
17th European Conference on Computer Vision (ECCV 2022), 692--709, 2022
322022
Learning a Decision Module by Imitating Drivers' Control Behaviors
J Huang*, S Xie*, J Sun, Q Ma, C Liu, J Shi, D Lin, B Zhou
4th Conference on Robot Learning (CoRL 2020), 2019
292019
Unsupervised foreground extraction via deep region competition
P Yu, S Xie, X Ma, Y Zhu, YN Wu, SC Zhu
Advances in Neural Information Processing Systems 34, 14264-14279, 2021
282021
HALMA: Humanlike Abstraction Learning Meets Affordance in Rapid Problem Solving
S Xie, X Ma, P Yu, Y Zhu, YN Wu, SC Zhu
arXiv preprint arXiv:2102.11344, 2020
192020
Emergent Graphical Conventions in a Visual Communication Game
S Qiu*, S Xie*, L Fan, T Gao, SC Zhu, Y Zhu
Advances in Neural Information Processing Systems 35, 13119--13131, 2022
102022
NADPEx: An on-policy temporally consistent exploration method for deep reinforcement learning
S Xie, J Huang, L Lei, C Liu, Z Ma, W Zhang, L Lin
International Conference on Learning Representations (ICLR) 2019, 2018
82018
COAT: Measuring Object Compositionality in Emergent Representations.
S Xie, AS Morcos, SC Zhu, R Vedantam
ICML, 24388-24413, 2022
62022
Understanding the wiring evolution in differentiable neural architecture search
S Xie*, S Hu*, X Wang, C Liu, J Shi, X Liu, D Lin
International Conference on Artificial Intelligence and Statistics (AISTATS), 2020
52020
Learning Energy-Based Prior Model with Diffusion-Amortized MCMC
P Yu, Y Zhu, S Xie, XS Ma, R Gao, SC Zhu, YN Wu
Advances in Neural Information Processing Systems 36, 2024
12024
Learning non-Markovian Decision-Making from State-only Sequences
A Qin, F Gao, Q Li, SC Zhu, S Xie
Advances in Neural Information Processing Systems 36, 2024
12024
Latent Plan Transformer: Planning as Latent Variable Inference
D Kong, D Xu, M Zhao, B Pang, J Xie, A Lizarraga, Y Huang, S Xie, ...
arXiv preprint arXiv:2402.04647, 2024
2024
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