Yang Liu
Yang Liu
PhD, Computation and Neural Systems, California Institute of Technology
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Ultra-compliant liquid metal electrodes with in-plane self-healing capability for dielectric elastomer actuators
Y Liu, M Gao, S Mei, Y Han, J Liu
Applied Physics Letters 103 (6), 064101, 2013
Synthetic examples improve generalization for rare classes
S Beery, Y Liu, D Morris, J Piavis, A Kapoor, N Joshi, M Meister, P Perona
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2020
Augmented reality powers a cognitive assistant for the blind
Y Liu, NRB Stiles, M Meister
eLife, 37841, 2018
How powerful are performance predictors in neural architecture search?
C White, A Zela, R Ru, Y Liu, F Hutter
Advances in Neural Information Processing Systems 34, 28454-28469, 2021
Systems and methods for generating spatial sound information relevant to real-world environments
M Meister, Y Liu
US Patent 10,362,429, 2019
Synthetic Benchmarks for Scientific Research in Explainable Machine Learning
Y Liu, S Khandagale, C White, W Neiswanger
NeurIPS 2021, 2021
Learning by Turning: Neural Architecture Aware Optimisation
Y Liu, J Bernstein, M Meister, Y Yue
Proceedings of the 38th International Conference on Machine Learning 139 …, 2021
Enhanced operational domain monitoring and visualization systems and methods
IJ Alvarez, Y Liu, F Novak
US Patent App. 16/832,899, 2020
PanDA: Panoptic Data Augmentation
Y Liu, P Perona, M Meister
arXiv preprint arXiv:1911.12317, 2019
Surgical robotics: A look-back of latest advancement and bio-inspired ways to tackle existing challenges
Y Liu, J Liu
Frontiers of Mechanical Engineering 7 (4), 376-384, 2012
Soft Augmentation for Image Classification
Y Liu, S Yan, L Leal-Taixé, J Hays, D Ramanan
arXiv preprint arXiv:2211.04625, 2022
Investigating Generalization by Controlling Normalized Margin
AR Farhang, JD Bernstein, K Tirumala, Y Liu, Y Yue
International Conference on Machine Learning, 6324-6336, 2022
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