팔로우
Pengyu Cheng
Pengyu Cheng
Senior Researcher at Tencent
tencent.com의 이메일 확인됨 - 홈페이지
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CLUB: A Contrastive Log-ratio Upper Bound of Mutual Information
P Cheng, W Hao, S Dai, J Liu, Z Gan, L Carin
International Conference on Machine Learning, 1779-1788, 2020
642020
Understanding and accelerating particle-based variational inference
C Liu, J Zhuo, P Cheng, R Zhang, J Zhu
International Conference on Machine Learning, 4082-4092, 2019
462019
Improving Disentangled Text Representation Learning with Information-Theoretic Guidance
P Cheng, MR Min, D Shen, C Malon, Y Zhang, Y Li, L Carin
332020
Improving zero-shot voice style transfer via disentangled representation learning
S Yuan, P Cheng, R Zhang, W Hao, Z Gan, L Carin
arXiv preprint arXiv:2103.09420, 2021
212021
Learning compressed sentence representations for on-device text processing
D Shen, P Cheng, D Sundararaman, X Zhang, Q Yang, M Tang, ...
arXiv preprint arXiv:1906.08340, 2019
182019
Improving textual network embedding with global attention via optimal transport
L Chen, G Wang, C Tao, D Shen, P Cheng, X Zhang, W Wang, Y Zhang, ...
arXiv preprint arXiv:1906.01840, 2019
152019
FairFil: Contrastive Neural Debiasing Method for Pretrained Text Encoders
P Cheng, W Hao, S Yuan, S Si, L Carin
arXiv preprint arXiv:2103.06413, 2021
14*2021
Dynamic Embedding on Textual Networks via a Gaussian Process
P Cheng, Y Li, X Zhang, L Cheng, D Carlson, L Carin
arXiv preprint arXiv:1910.02187, 2019
112019
Accelerated first-order methods on the Wasserstein space for Bayesian inference
C Liu, J Zhuo, P Cheng, R Zhang, J Zhu, L Carin
stat 1050, 4, 2018
112018
Straight-through estimator as projected Wasserstein gradient flow
P Cheng, C Liu, C Li, D Shen, R Henao, L Carin
arXiv preprint arXiv:1910.02176, 2019
72019
Waffle: Weight anonymized factorization for federated learning
W Hao, N Mehta, KJ Liang, P Cheng, M El-Khamy, L Carin
IEEE Access, 2022
42022
Estimating total correlation with mutual information bounds
P Cheng, W Hao, L Carin
arXiv preprint arXiv:2011.04794, 2020
22020
Semi-constraint Optimal Transport for Entity Alignment with Dangling Cases
S Luo, P Cheng, S Yu
arXiv preprint arXiv:2203.05744, 2022
2022
Controlled text generation with supervised representation disentanglement and mutual information minimization
R Min, C Malon, P Cheng
US Patent App. 17/115,464, 2021
2021
Improving Natural Language Understanding via Contrastive Learning Methods
P Cheng
Duke University, 2021
2021
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