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Xiaodan Liang
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Don't Take It Literally: An Edit-Invariant Sequence Loss for Text Generation


Jul 23, 2021
Guangyi Liu, Zichao Yang, Tianhua Tao, Xiaodan Liang, Zhen Li, Bowen Zhou, Shuguang Cui, Zhiting Hu

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* 10 pages, 5 figures 
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AutoBERT-Zero: Evolving BERT Backbone from Scratch


Jul 15, 2021
Jiahui Gao, Hang Xu, Han shi, Xiaozhe Ren, Philip L. H. Yu, Xiaodan Liang, Xin Jiang, Zhenguo Li

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* 9 pages 
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Deep Learning for Embodied Vision Navigation: A Survey


Jul 07, 2021
Fengda Zhu, Yi Zhu, Xiaodan Liang, Xiaojun Chang

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* 21 pages 
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Neural-Symbolic Solver for Math Word Problems with Auxiliary Tasks


Jul 03, 2021
Jinghui Qin, Xiaodan Liang, Yining Hong, Jianheng Tang, Liang Lin

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* ACL 2021 
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SODA10M: Towards Large-Scale Object Detection Benchmark for Autonomous Driving


Jun 22, 2021
Jianhua Han, Xiwen Liang, Hang Xu, Kai Chen, Lanqing Hong, Chaoqiang Ye, Wei Zhang, Zhenguo Li, Xiaodan Liang, Chunjing Xu

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One Million Scenes for Autonomous Driving: ONCE Dataset


Jun 21, 2021
Jiageng Mao, Minzhe Niu, Chenhan Jiang, Hanxue Liang, Xiaodan Liang, Yamin Li, Chaoqiang Ye, Wei Zhang, Zhenguo Li, Jie Yu, Hang Xu, Chunjing Xu

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Prototypical Graph Contrastive Learning


Jun 17, 2021
Shuai Lin, Pan Zhou, Zi-Yuan Hu, Shuojia Wang, Ruihui Zhao, Yefeng Zheng, Liang Lin, Eric Xing, Xiaodan Liang

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Vision-Language Navigation with Random Environmental Mixup


Jun 15, 2021
Chong Liu, Fengda Zhu, Xiaojun Chang, Xiaodan Liang, Yi-Dong Shen

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