Yanshuai Cao
Yanshuai Cao
Senior Research Lead @ Borealis AI (RBC Institute for Research); University of Toronto
Verified email at cs.toronto.edu - Homepage
Title
Cited by
Cited by
Year
Adversarial Manipulation of Deep Representations
S Sabour*, Y Cao*, F Faghri, DJ Fleet
International Conference on Learning Representations (ICLR) 2016, 2016
2322016
Generalized Product of Experts for Automatic and Principled Fusion of Gaussian Process Predictions
Y Cao, DJ Fleet
Modern Nonparametrics 3: Automating the Learning Pipeline workshop at NIPS …, 2014
1172014
Efficient Optimization for Sparse Gaussian Process Regression
A Cao, Y., Brubaker, M., Fleet, D.J., Hertzmann
IEEE Transactions on Pattern Analysis and Machine Intelligence 37 (12), 2415 …, 2015
60*2015
Adversarial Contrastive Estimation
AJ Bose*, H Ling*, Y Cao*
Association for Computational Linguistics (ACL 2018, long paper oral), 2018
392018
Efficient optimization for sparse Gaussian process regression
Y Cao, MA Brubaker, DJ Fleet, A Hertzmann
arXiv preprint arXiv:1310.6007, 2013
352013
Automatic Selection of t-SNE Perplexity
Y Cao, L Wang
AutoML 2017 workshop at ICML, 2017
302017
On Variational Learning of Controllable Representations for Text without Supervision
P Xu, JCK Cheung, Y Cao
International Conference on Machine Learning (ICML), 2020, https://arxiv.org …, 2020
24*2020
A Cross-Domain Transferable Neural Coherence Model
P Xu, H Saghir, JS Kang, T Long, AJ Bose, Y Cao, JCK Cheung
Association for Computational Linguistics (ACL 2019), 2019
242019
Improving GAN Training via Binarized Representation Entropy (BRE) Regularization
Y Cao, GW Ding, KYC Lui, R Huang
International Conference on Learning Representations (ICLR) 2018, 2018
172018
Systems and methods for malicious code detection
C Smyth, F Cory, YC Lui, CAO Yanshuai
US Patent 10,685,284, 2020
112020
Few-shot self reminder to overcome catastrophic forgetting
J Wen, Y Cao, R Huang
arXiv preprint arXiv:1812.00543, 2018
112018
Adversarial robustness of pruned neural networks
L Wang, GW Ding, R Huang, Y Cao, YC Lui
112018
Evaluating lossy compression rates of deep generative models
S Huang, A Makhzani, Y Cao, R Grosse
International Conference on Machine Learning, 4444-4454, 2020
92020
Optimizing deeper transformers on small datasets
P Xu, D Kumar, W Yang, W Zi, K Tang, C Huang, JCK Cheung, ...
arXiv preprint arXiv:2012.15355, 2021
72021
Method and device for generative adversarial network training
CAO Yanshuai
US Patent 11,062,179, 2021
52021
Robust pruned neural networks via adversarial training
L Wang, W Ding, R Huang, CAO Yanshuai, YC Lui
US Patent App. 16/270,373, 2019
52019
Transductive Log Opinion Pool of Gaussian Process Experts
Y Cao, DJ Fleet
Workshop on Nonparametric Methods for Large Scale Representation Learning …, 2015
42015
Scaling Gaussian Processes
Y Cao
University of Toronto, 2018
32018
Implicit Manifold Learning on Generative Adversarial Networks
KYC Lui, Y Cao, M Gazeau, KS Zhang
ICML 2017 Workshop on Implicit Models, 2017
32017
Preventing Posterior Collapse in Sequence VAEs with Pooling
T Long, Y Cao, JC Kit Cheung
arXiv e-prints, arXiv: 1911.03976, 2019
22019
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