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

Nov 12, 2020
Jiangtao Kong, Yu Cheng, 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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VIOLIN: A Large-Scale Dataset for Video-and-Language Inference

Mar 25, 2020
Jingzhou Liu, Wenhu Chen, Yu Cheng, Zhe Gan, Licheng Yu, Yiming Yang, Jingjing Liu

* Accepted to CVPR2020 

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Constrained Deep Reinforcement Learning for Energy Sustainable Multi-UAV based Random Access IoT Networks with NOMA

Feb 05, 2020
Sami Khairy, Prasanna Balaprakash, Lin X. Cai, Yu Cheng

* Submitted to IEEE JSAC Special Issue on Massive Access for 5G and Beyond 

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Bridging Disentanglement with Independence and Conditional Independence via Mutual Information for Representation Learning

Nov 26, 2019
Xiaojiang Yang, Wendong Bi, Yu Cheng, Junchi Yan


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Meta Module Network for Compositional Visual Reasoning

Nov 18, 2019
Wenhu Chen, Zhe Gan, Linjie Li, Yu Cheng, William Wang, Jingjing Liu

* Technical Report on Neural Module Network, 14 pages 

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INSET: Sentence Infilling with Inter-sentential Generative Pre-training

Nov 10, 2019
Yichen Huang, Yizhe Zhang, Oussama Elachqar, Yu Cheng

* Y.H. and Y.Z. contributed equally to this work 

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Distilling the Knowledge of BERT for Text Generation

Nov 10, 2019
Yen-Chun Chen, Zhe Gan, Yu Cheng, Jingzhou Liu, Jingjing Liu

* Work in progress (13 pages) 

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