Yanshuai Cao
Yanshuai Cao
Research Lead @ Borealis AI (RBC Institute for Research); University of Toronto
Verifierad e-postadress på cs.toronto.edu - Startsida
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Adversarial Manipulation of Deep Representations
S Sabour*, Y Cao*, F Faghri, DJ Fleet
International Conference on Learning Representations (ICLR) 2016, 2016
1742016
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
872014
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
46*2015
Efficient optimization for sparse Gaussian process regression
Y Cao, MA Brubaker, DJ Fleet, A Hertzmann
Advances in Neural Information Processing Systems, 1097-1105, 2013
462013
Adversarial Contrastive Estimation
AJ Bose*, H Ling*, Y Cao*
Association for Computational Linguistics (ACL 2018, long paper oral), 2018
192018
Automatic Selection of t-SNE Perplexity
Y Cao, L Wang
AutoML 2017 workshop at ICML, 2017
152017
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
122018
On Variational Learning of Controllable Representations for Text without Supervision
P Xu, JCK Cheung, Y Cao
https://arxiv.org/abs/1905.11975v2, 2019
7*2019
Few-shot self reminder to overcome catastrophic forgetting
J Wen, Y Cao, R Huang
arXiv preprint arXiv:1812.00543, 2018
72018
Adversarial robustness of pruned neural networks
L Wang, GW Ding, R Huang, Y Cao, YC Lui
72018
Systems and methods for malicious code detection
C Smyth, F Cory, YC Lui, CAO Yanshuai
US Patent 10,685,284, 2020
52020
Systems and methods for cyberbot network detection
A Amiri, B Croll, F Cory, AK Sethurajan, V Yadav, SKC Chiang, ...
US Patent App. 15/944,718, 2018
52018
System and method for adaptive data visualization
L Wang, CAO Yanshuai
US Patent 10,739,955, 2020
42020
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
42019
Method and device for generative adversarial network training
CAO Yanshuai
US Patent App. 16/179,469, 2019
32019
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
Transductive Log Opinion Pool of Gaussian Process Experts
Y Cao, DJ Fleet
Workshop on Nonparametric Methods for Large Scale Representation Learning …, 2015
32015
Evaluating lossy compression rates of deep generative models
S Huang, A Makhzani, Y Cao, R Grosse
arXiv preprint arXiv:2008.06653, 2020
22020
Robust pruned neural networks via adversarial training
L Wang, W Ding, R Huang, CAO Yanshuai, YC Lui
US Patent App. 16/270,373, 2019
22019
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