Articles with public access mandates - Pengtao XieLearn more
Not available anywhere: 1
Isotropic Self-supervised Learning for Driver Drowsiness Detection with Attention-based Multimodal Fusion
L Mou, C Zhou, P Xie, P Zhao, R Jain, W Gao, B Yin
IEEE Transactions on Multimedia, 2021
Mandates: National Natural Science Foundation of China
Available somewhere: 30
Petuum: A new platform for distributed machine learning on big data
EP Xing, Q Ho, W Dai, JK Kim, J Wei, S Lee, X Zheng, P Xie, A Kumar, ...
Proceedings of the 21th ACM SIGKDD International Conference on Knowledge …, 2015
Mandates: US National Institutes of Health
Poseidon: An efficient communication architecture for distributed deep learning on {GPU} clusters
H Zhang, Z Zheng, S Xu, W Dai, Q Ho, X Liang, Z Hu, J Wei, P Xie, ...
2017 USENIX Annual Technical Conference (USENIX ATC 17), 181-193, 2017
Mandates: US National Science Foundation
A neural architecture for automated ICD coding
P Xie, E Xing
Proceedings of the 56th Annual Meeting of the Association for Computational …, 2018
Mandates: US National Science Foundation, US National Institutes of Health
Explaining A Black-box By Using A Deep Variational Information Bottleneck Approach
S Bang, P Xie, H Lee, W Wu, E Xing
AAAI, 2020
Mandates: US National Institutes of Health
Adversarial vision challenge
W Brendel, J Rauber, A Kurakin, N Papernot, B Veliqi, SP Mohanty, ...
The NeurIPS'18 Competition: From Machine Learning to Intelligent …, 2020
Mandates: US Office of the Director of National Intelligence, German Research …
Diversity-promoting bayesian learning of latent variable models
P Xie, J Zhu, E Xing
International Conference on Machine Learning, 59-68, 2016
Mandates: US National Science Foundation, National Natural Science Foundation of China
Uncorrelation and evenness: a new diversity-promoting regularizer
P Xie, A Singh, EP Xing
International Conference on Machine Learning, 3811-3820, 2017
Mandates: US National Science Foundation, US Department of Defense, US National …
Towards Visual Question Answering on Pathology Images
X He, Z Cai, W Wei, Y Zhang, L Mou, E Xing, P Xie
ACL, 2021
Mandates: US National Science Foundation
Deep determinantal point process for large-scale multi-label classification
P Xie, R Salakhutdinov, L Mou, EP Xing
Proceedings of the IEEE International Conference on Computer Vision, 473-482, 2017
Mandates: US National Science Foundation, US Department of Defense, US National …
Orthogonality-promoting distance metric learning: convex relaxation and theoretical analysis
P Xie, W Wu, Y Zhu, E Xing
International Conference on Machine Learning, 5403-5412, 2018
Mandates: US National Science Foundation, US National Institutes of Health
Learning latent space models with angular constraints
P Xie, Y Deng, Y Zhou, A Kumar, Y Yu, J Zou, EP Xing
International Conference on Machine Learning, 3799-3810, 2017
Mandates: US National Science Foundation, US Department of Defense, US National …
Lighter-Communication Distributed Machine Learning via Sufficient Factor Broadcasting.
P Xie, JK Kim, Y Zhou, Q Ho, A Kumar, Y Yu, EP Xing
UAI, 2016
Mandates: US National Science Foundation
Graph Neural Architecture Search Under Distribution Shifts
Y Qin, X Wang, Z Zhang, P Xie, W Zhu
ICML, 2022
Mandates: National Natural Science Foundation of China
Specific and shared causal relation modeling and mechanism-based clustering
B Huang, K Zhang, P Xie, M Gong, EP Xing, C Glymour
Advances in Neural Information Processing Systems 32, 2019
Mandates: US National Science Foundation, US Department of Defense, US National …
LVM-Med: Learning Large-Scale Self-Supervised Vision Models for Medical Imaging via Second-order Graph Matching
D Nguyen, H Nguyen, N Diep, T Pham, T Cao, B Nguyen, P Swoboda, ...
NeurIPS, 2023
Mandates: German Research Foundation, Federal Ministry of Education and Research, Germany
On the Generation of Medical Dialogs for COVID-19
M Zhou, Z Li, B Tan, G Zeng, W Yang, X He, Z Ju, S Chakravorty, S Chen, ...
ACL, 2021
Mandates: US National Science Foundation
Neural Architecture Search for Pneumonia Diagnosis from Chest X-Rays
A Gupta, P Sheth, P Xie
Scientific Reports. Nature Portfolio, 2022
Mandates: US National Science Foundation
Joint Self-Supervised Image-Volume Representation Learning with Intra-Inter Contrastive Clustering
D Nguyen, N Hoang, T Mai, C Tri, T Nguyen, N Ho, P Swoboda, ...
AAAI, 2022
Mandates: Federal Ministry of Education and Research, Germany
Near-Orthogonality Regularization in Kernel Methods.
P Xie, B Poczos, EP Xing
UAI 3, 6, 2017
Mandates: US National Science Foundation, US Department of Defense, US National …
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