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Deep Co-Attention Network for Multi-View Subspace Learning


Feb 15, 2021
Lecheng Zheng, Yu Cheng, Hongxia Yang, Nan Cao, Jingrui He

* Accepted by WWW21 

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Fair for All: Best-effort Fairness Guarantees for Classification


Jan 08, 2021
Anilesh K. Krishnaswamy, Zhihao Jiang, Kangning Wang, Yu Cheng, Kamesh Munagala


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EarlyBERT: Efficient BERT Training via Early-bird Lottery Tickets


Dec 31, 2020
Xiaohan Chen, Yu Cheng, Shuohang Wang, Zhe Gan, Zhangyang Wang, Jingjing Liu


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Graph and Temporal Convolutional Networks for 3D Multi-person Pose Estimation in Monocular Videos


Dec 22, 2020
Yu Cheng, Bo Wang, Bo Yang, Robby T. Tan

* 10 pages, 3 figures, Accepted to AAAI 2021 

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DSAM: A Distance Shrinking with Angular Marginalizing Loss for High Performance Vehicle Re-identificatio


Nov 25, 2020
Jiangtao Kong, Yu Cheng, Benjia Zhou, Kai Li, Junliang Xing


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Object Tracking Using Spatio-Temporal Future Prediction


Oct 15, 2020
Yuan Liu, Ruoteng Li, Robby T. Tan, Yu Cheng, Xiubao Sui

* 12 pages, 11 figures, journal 

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InfoBERT: Improving Robustness of Language Models from An Information Theoretic Perspective


Oct 14, 2020
Boxin Wang, Shuohang Wang, Yu Cheng, Zhe Gan, Ruoxi Jia, Bo Li, Jingjing Liu

* 20 pages, 8 tables, 2 figures 

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Cross-Thought for Sentence Encoder Pre-training


Oct 07, 2020
Shuohang Wang, Yuwei Fang, Siqi Sun, Zhe Gan, Yu Cheng, Jing Jiang, Jingjing Liu

* Accepted by EMNLP 2020 

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Multi-Fact Correction in Abstractive Text Summarization


Oct 06, 2020
Yue Dong, Shuohang Wang, Zhe Gan, Yu Cheng, Jackie Chi Kit Cheung, Jingjing Liu

* 12 pages, accepted at EMNLP2020 

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Efficient Robust Training via Backward Smoothing


Oct 03, 2020
Jinghui Chen, Yu Cheng, Zhe Gan, Quanquan Gu, Jingjing Liu

* 12 pages, 11 tables, 5 figures 

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Contrastive Distillation on Intermediate Representations for Language Model Compression


Sep 29, 2020
Siqi Sun, Zhe Gan, Yu Cheng, Yuwei Fang, Shuohang Wang, Jingjing Liu

* Accepted by EMNLP 2020 

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Cluster-Former: Clustering-based Sparse Transformer for Long-Range Dependency Encoding


Sep 13, 2020
Shuohang Wang, Luowei Zhou, Zhe Gan, Yen-Chun Chen, Yuwei Fang, Siqi Sun, Yu Cheng, Jingjing Liu

* 10 pages 

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Fine-grained Iterative Attention Network for TemporalLanguage Localization in Videos


Aug 06, 2020
Xiaoye Qu, Pengwei Tang, Zhikang Zhou, Yu Cheng, Jianfeng Dong, Pan Zhou

* ACM MM 2020 

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Graph Optimal Transport for Cross-Domain Alignment


Jun 29, 2020
Liqun Chen, Zhe Gan, Yu Cheng, Linjie Li, Lawrence Carin, Jingjing Liu

* ICML 2020 

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Adaptive Learning Rates with Maximum Variation Averaging


Jun 21, 2020
Chen Zhu, Yu Cheng, Zhe Gan, Furong Huang, Jingjing Liu, Tom Goldstein


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Large-Scale Adversarial Training for Vision-and-Language Representation Learning


Jun 11, 2020
Zhe Gan, Yen-Chun Chen, Linjie Li, Chen Zhu, Yu Cheng, Jingjing Liu


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Behind the Scene: Revealing the Secrets of Pre-trained Vision-and-Language Models


May 15, 2020
Jize Cao, Zhe Gan, Yu Cheng, Licheng Yu, Yen-Chun Chen, Jingjing Liu


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Low-shot Object Detection via Classification Refinement


May 06, 2020
Yiting Li, Yu Cheng, Lu Liu, Sichao Tian, Haiyue Zhu, Cheng Xiang, Prahlad Vadakkepat, Cheksing Teo, Tongheng Lee

* Submitted to NIPS2020 

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High-Dimensional Robust Mean Estimation via Gradient Descent


May 04, 2020
Yu Cheng, Ilias Diakonikolas, Rong Ge, Mahdi Soltanolkotabi

* Under submission to ICML'20 

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HERO: Hierarchical Encoder for Video+Language Omni-representation Pre-training


May 01, 2020
Linjie Li, Yen-Chun Chen, Yu Cheng, Zhe Gan, Licheng Yu, Jingjing Liu


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Contextual Text Style Transfer


Apr 30, 2020
Yu Cheng, Zhe Gan, Yizhe Zhang, Oussama Elachqar, Dianqi Li, Jingjing Liu


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APo-VAE: Text Generation in Hyperbolic Space


Apr 30, 2020
Shuyang Dai, Zhe Gan, Yu Cheng, Chenyang Tao, Lawrence Carin, Jingjing Liu


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3D Human Pose Estimation using Spatio-Temporal Networks with Explicit Occlusion Training


Apr 07, 2020
Yu Cheng, Bo Yang, Bo Wang, Robby T. Tan

* 8 pages, AAAI 2020 

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Adversarial Robustness: From Self-Supervised Pre-Training to Fine-Tuning


Mar 28, 2020
Tianlong Chen, Sijia Liu, Shiyu Chang, Yu Cheng, Lisa Amini, Zhangyang Wang

* CVPR 2020 

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BachGAN: High-Resolution Image Synthesis from Salient Object Layout


Mar 27, 2020
Yandong Li, Yu Cheng, Zhe Gan, Licheng Yu, Liqiang Wang, Jingjing Liu

* Accepted to CVPR 2020 

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