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Gradient Vaccine: Investigating and Improving Multi-task Optimization in Massively Multilingual Models

Oct 12, 2020
Zirui Wang, Yulia Tsvetkov, Orhan Firat, Yuan Cao


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On Negative Interference in Multilingual Models: Findings and A Meta-Learning Treatment

Oct 06, 2020
Zirui Wang, Zachary C. Lipton, Yulia Tsvetkov

* Published as a main conference paper at EMNLP 2020 

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Efficient Meta Lifelong-Learning with Limited Memory

Oct 06, 2020
Zirui Wang, Sanket Vaibhav Mehta, Barnab谩s P贸czos, Jaime Carbonell

* Published as a main conference paper at EMNLP 2020 

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Neighbourhood-Insensitive Point Cloud Normal Estimation Network

Aug 25, 2020
Zirui Wang, Victor Adrian Prisacariu

* Accepted in BMVC 2020 as oral presentation. Code available at https://code.active.vision and project page at http://ninormal.active.vision 

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A Study on Evaluation Standard for Automatic Crack Detection Regard the Random Fractal

Jul 23, 2020
Hongyu Li, Jihe Wang, Yu Zhang, Zirui Wang, Tiejun Wang


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FlowNet3D++: Geometric Losses For Deep Scene Flow Estimation

Dec 10, 2019
Zirui Wang, Shuda Li, Henry Howard-Jenkins, Victor Adrian Prisacariu, Min Chen

* Accepted in WACV 2020 

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Cross-lingual Alignment vs Joint Training: A Comparative Study and A Simple Unified Framework

Oct 13, 2019
Zirui Wang, Jiateng Xie, Ruochen Xu, Yiming Yang, Graham Neubig, Jaime Carbonell

* First two authors contributted equally. Source code is available at https://github.com/thespectrewithin/joint-align 

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Characterizing and Avoiding Negative Transfer

Nov 24, 2018
Zirui Wang, Zihang Dai, Barnab谩s P贸czos, Jaime Carbonell


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Theoretical Guarantees of Transfer Learning

Oct 14, 2018
Zirui Wang


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Towards more Reliable Transfer Learning

Jul 06, 2018
Zirui Wang, Jaime Carbonell

* ECML-PKDD 2018 

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Attention Based Fully Convolutional Network for Speech Emotion Recognition

Jun 05, 2018
Yuanyuan Zhang, Jun Du, Zirui Wang, Jianshu Zhang


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