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VidTr: Video Transformer Without Convolutions


Apr 23, 2021
Xinyu Li, Yanyi Zhang, Chunhui Liu, Bing Shuai, Yi Zhu, Biagio Brattoli, Hao Chen, Ivan Marsic, Joseph Tighe


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SOON: Scenario Oriented Object Navigation with Graph-based Exploration


Mar 31, 2021
Fengda Zhu, Xiwen Liang, Yi Zhu, Xiaojun Chang, Xiaodan Liang


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Rapid Multi-Physics Simulation for Electro-Thermal Origami Robotic Systems


Feb 19, 2021
Yi Zhu, Evgueni T. Filipov

* This work has been submitted to the IEEE for possible publication. Copyright may be transferred without notice, after which this version may no longer be accessible 

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SelfNorm and CrossNorm for Out-of-Distribution Robustness


Feb 04, 2021
Zhiqiang Tang, Yunhe Gao, Yi Zhu, Zhi Zhang, Mu Li, Dimitris Metaxas

* Technical report 

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Combining Deep Generative Models and Multi-lingual Pretraining for Semi-supervised Document Classification


Jan 26, 2021
Yi Zhu, Ehsan Shareghi, Yingzhen Li, Roi Reichart, Anna Korhonen

* EACL 2021 

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A Closer Look at Few-Shot Crosslingual Transfer: Variance, Benchmarks and Baselines


Dec 31, 2020
Mengjie Zhao, Yi Zhu, Ehsan Shareghi, Roi Reichart, Anna Korhonen, Hinrich Schütze


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NUTA: Non-uniform Temporal Aggregation for Action Recognition


Dec 15, 2020
Xinyu Li, Chunhui Liu, Bing Shuai, Yi Zhu, Hao Chen, Joseph Tighe


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A Comprehensive Study of Deep Video Action Recognition


Dec 11, 2020
Yi Zhu, Xinyu Li, Chunhui Liu, Mohammadreza Zolfaghari, Yuanjun Xiong, Chongruo Wu, Zhi Zhang, Joseph Tighe, R. Manmatha, Mu Li

* Technical report. Code and model zoo can be found at https://cv.gluon.ai/model_zoo/action_recognition.html 

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Scale Aware Adaptation for Land-Cover Classification in Remote Sensing Imagery


Dec 08, 2020
Xueqing Deng, Yi Zhu, Yuxin Tian, Shawn Newsam

* The open-sourced codes are available on Github: https://github.com/xdeng7/scale-aware_da 

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Towards Good Practices in Self-supervised Representation Learning


Dec 01, 2020
Srikar Appalaraju, Yi Zhu, Yusheng Xie, István Fehérvári

* Neural Information Processing Systems (NeurIPS Self-Supervision Workshop 2020) 

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Improving adversarial robustness of deep neural networks by using semantic information


Aug 18, 2020
Lina Wang, Rui Tang, Yawei Yue, Xingshu Chen, Wei Wang, Yi Zhu, Xuemei Zeng

* 13 pages, 9 figures 

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LSBert: A Simple Framework for Lexical Simplification


Jun 25, 2020
Jipeng Qiang, Yun Li, Yi Zhu, Yunhao Yuan, Xindong Wu

* arXiv admin note: text overlap with arXiv:1907.06226 

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Identification of hydrodynamic instability by convolutional neural networks


Jun 02, 2020
Wuyue Yang, Liangrong Peng, Yi Zhu, Liu Hong


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When Machine Learning Meets Multiscale Modeling in Chemical Reactions


Jun 01, 2020
Wuyue Yang, Liangrong Peng, Yi Zhu, Liu Hong


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Generating Semantically Valid Adversarial Questions for TableQA


May 26, 2020
Yi Zhu, Menglin Xia, Yiwei Zhou


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Revealing hidden dynamics from time-series data by ODENet


May 11, 2020
Pipi Hu, Wuyue Yang, Yi Zhu, Liu Hong


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Improving Semantic Segmentation via Self-Training


May 06, 2020
Yi Zhu, Zhongyue Zhang, Chongruo Wu, Zhi Zhang, Tong He, Hang Zhang, R. Manmatha, Mu Li, Alexander Smola


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ResNeSt: Split-Attention Networks


Apr 19, 2020
Hang Zhang, Chongruo Wu, Zhongyue Zhang, Yi Zhu, Zhi Zhang, Haibin Lin, Yue Sun, Tong He, Jonas Mueller, R. Manmatha, Mu Li, Alexander Smola


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Motion-Excited Sampler: Video Adversarial Attack with Sparked Prior


Mar 17, 2020
Hu Zhang, Linchao Zhu, Yi Zhu, Yi Yang


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Vision-Dialog Navigation by Exploring Cross-modal Memory


Mar 15, 2020
Yi Zhu, Fengda Zhu, Zhaohuan Zhan, Bingqian Lin, Jianbin Jiao, Xiaojun Chang, Xiaodan Liang

* CVPR2020 

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Generalizing Deep Models for Overhead Image Segmentation Through Getis-Ord Gi* Pooling


Dec 23, 2019
Xueqing Deng, Yi Zhu, Yuxin Tian, Shawn Newsam


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Vision-Language Navigation with Self-Supervised Auxiliary Reasoning Tasks


Nov 28, 2019
Fengda Zhu, Yi Zhu, Xiaojun Chang, Xiaodan Liang


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Statistical Inference for Model Parameters in Stochastic Gradient Descent via Batch Means


Nov 04, 2019
Yi Zhu, Jing Dong


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On the Importance of Subword Information for Morphological Tasks in Truly Low-Resource Languages


Sep 26, 2019
Yi Zhu, Benjamin Heinzerling, Ivan Vulić, Michael Strube, Roi Reichart, Anna Korhonen

* CONLL2019 

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A Simple BERT-Based Approach for Lexical Simplification


Aug 16, 2019
Jipeng Qiang, Yun Li, Yi Zhu, Yunhao Yuan, Xindong Wu


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Semi-supervised representation learning via dual autoencoders for domain adaptation


Aug 04, 2019
Shuai Yang, Hao Wang, Yuhong Zhang, Yi Zhu, Peipei Li, Xuegang Hu


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