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A Simple and Effective Method To Eliminate the Self Language Bias in Multilingual Representations


Sep 10, 2021
Ziyi Yang, Yinfei Yang, Daniel Cer, Eric Darve

* Accepted to the 2021 Conference on Empirical Methods in Natural Language Processing 

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Universal Sentence Representation Learning with Conditional Masked Language Model


Dec 29, 2020
Ziyi Yang, Yinfei Yang, Daniel Cer, Jax Law, Eric Darve

* preprint, updated license 

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Application of Deep Learning-based Interpolation Methods to Nearshore Bathymetry


Nov 19, 2020
Yizhou Qian, Mojtaba Forghani, Jonghyun Harry Lee, Matthew Farthing, Tyler Hesser, Peter Kitanidis, Eric Darve


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Multi-Constitutive Neural Network for Large Deformation Poromechanics Problem


Oct 11, 2020
Qi Zhang, Yilin Chen, Ziyi Yang, Eric Darve

* Submitted to NeurIPS 2020 workshop on Machine Learning and the Physical Sciences 

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Anomaly Detection with Domain Adaptation


Jun 05, 2020
Ziyi Yang, Iman Soltani Bozchalooi, Eric Darve


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Memory Augmented Generative Adversarial Networks for Anomaly Detection


Feb 07, 2020
Ziyi Yang, Teng Zhang, Iman Soltani Bozchalooi, Eric Darve


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Regularized Cycle Consistent Generative Adversarial Network for Anomaly Detection


Jan 18, 2020
Ziyi Yang, Iman Soltani Bozchalooi, Eric Darve

* the 24th European Conference on Artificial Intelligence (ECAI 2020) 

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TED: A Pretrained Unsupervised Summarization Model with Theme Modeling and Denoising


Jan 06, 2020
Ziyi Yang, Chenguang Zhu, Robert Gmyr, Michael Zeng, Xuedong Huang, Eric Darve

* 10 pages, 3 figures 

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Embedding Imputation with Grounded Language Information


Jun 10, 2019
Ziyi Yang, Chenguang Zhu, Vin Sachidananda, Eric Darve


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Calibrating Lévy Process from Observations Based on Neural Networks and Automatic Differentiation with Convergence Proofs


Dec 20, 2018
Kailai Xu, Eric Darve

* 29 pages, 17 figures 

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Block Basis Factorization for Scalable Kernel Matrix Evaluation


Sep 12, 2018
Ruoxi Wang, Yingzhou Li, Michael W. Mahoney, Eric Darve

* 16 pages, 5 figures 

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