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Learning Normal Dynamics in Videos with Meta Prototype Network


Apr 14, 2021
Hui Lv, Chen Chen, Zhen Cui, Chunyan Xu, Yong Li, Jian Yang

* 9 pages, 4 figures, 6 tables 

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Annotating Columns with Pre-trained Language Models


Apr 05, 2021
Yoshihiko Suhara, Jinfeng Li, Yuliang Li, Dan Zhang, Çağatay Demiralp, Chen Chen, Wang-Chiew Tan


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3D Human Pose Estimation with Spatial and Temporal Transformers


Mar 24, 2021
Ce Zheng, Sijie Zhu, Matias Mendieta, Taojiannan Yang, Chen Chen, Zhengming Ding


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Consistency-based Active Learning for Object Detection


Mar 23, 2021
Weiping Yu, Sijie Zhu, Taojiannan Yang, Chen Chen, Mengyuan Liu


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Degrade is Upgrade: Learning Degradation for Low-light Image Enhancement


Mar 22, 2021
Kui Jiang, Zhongyuan Wang, Zheng Wang, Peng Yi, Xiao Wang, Yansheng Qiu, Chen Chen, Chia-Wen Lin


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Insta-RS: Instance-wise Randomized Smoothing for Improved Robustness and Accuracy


Mar 21, 2021
Chen Chen, Kezhi Kong, Peihong Yu, Juan Luque, Tom Goldstein, Furong Huang


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Optimal Scheduling of Integrated Demand Response-Enabled Integrated Energy Systems with Uncertain Renewable Generations: A Stackelberg Game Approach


Mar 08, 2021
Yang Li, Chunling Wang, Guoqing Li, Chen Chen

* Accepted by Energy Conversion and Management 

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TransBTS: Multimodal Brain Tumor Segmentation Using Transformer


Mar 07, 2021
Wenxuan Wang, Chen Chen, Meng Ding, Jiangyun Li, Hong Yu, Sen Zha


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Enhanced 3D Human Pose Estimation from Videos by using Attention-Based Neural Network with Dilated Convolutions


Mar 04, 2021
Ruixu Liu, Ju Shen, He Wang, Chen Chen, Sen-ching Cheung, Vijayan K. Asari


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Addressing Action Oscillations through Learning Policy Inertia


Mar 03, 2021
Chen Chen, Hongyao Tang, Jianye Hao, Wulong Liu, Zhaopeng Meng

* Accepted paper on AAAI 2021 

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Foresee then Evaluate: Decomposing Value Estimation with Latent Future Prediction


Mar 03, 2021
Hongyao Tang, Jianye Hao, Guangyong Chen, Pengfei Chen, Chen Chen, Yaodong Yang, Luo Zhang, Wulong Liu, Zhaopeng Meng

* Accepted paper on AAAI 2021. arXiv admin note: text overlap with arXiv:1905.11100 

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A Dataset and Benchmark for Malaria Life-Cycle Classification in Thin Blood Smear Images


Feb 17, 2021
Qazi Ammar Arshad, Mohsen Ali, Saeed-ul Hassan, Chen Chen, Ayisha Imran, Ghulam Rasul, Waqas Sultani


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Guided Interpolation for Adversarial Training


Feb 15, 2021
Chen Chen, Jingfeng Zhang, Xilie Xu, Tianlei Hu, Gang Niu, Gang Chen, Masashi Sugiyama


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A Transferable Anti-Forensic Attack on Forensic CNNs Using A Generative Adversarial Network


Jan 23, 2021
Xinwei Zhao, Chen Chen, Matthew C. Stamm

* Submitted to IEEE Transactions on Information Forensics and Security 

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Deep Learning-Based Human Pose Estimation: A Survey


Jan 02, 2021
Ce Zheng, Wenhan Wu, Taojiannan Yang, Sijie Zhu, Chen Chen, Ruixu Liu, Ju Shen, Nasser Kehtarnavaz, Mubarak Shah


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Towards A Category-extended Object Detector without Relabeling or Conflicts


Dec 28, 2020
Bowen Zhao, Chen Chen, Wanpeng Xiao, Xi Xiao, Qi Ju, Shutao Xia


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A3D: Adaptive 3D Networks for Video Action Recognition


Nov 24, 2020
Sijie Zhu, Taojiannan Yang, Matias Mendieta, Chen Chen


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VIGOR: Cross-View Image Geo-localization beyond One-to-one Retrieval


Nov 24, 2020
Sijie Zhu, Taojiannan Yang, Chen Chen


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Towards Resolving the Challenge of Long-tail Distribution in UAV Images for Object Detection


Nov 07, 2020
Weiping Yu, Taojiannan Yang, Chen Chen

* WACV 2021 

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VEGA: Towards an End-to-End Configurable AutoML Pipeline


Nov 05, 2020
Bochao Wang, Hang Xu, Jiajin Zhang, Chen Chen, Xiaozhi Fang, Ning Kang, Lanqing Hong, Wei Zhang, Yong Li, Zhicheng Liu, Zhenguo Li, Wenzhi Liu, Tong Zhang

* AutoML pipeline. Code is open-sourced at https://github.com/huawei-noah/vega 

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Cross-directional Feature Fusion Network for Building Damage Assessment from Satellite Imagery


Oct 27, 2020
Yu Shen, Sijie Zhu, Taojiannan Yang, Chen Chen


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On the Transformer Growth for Progressive BERT Training


Oct 23, 2020
Xiaotao Gu, Liyuan Liu, Hongkun Yu, Jing Li, Chen Chen, Jiawei Han


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What About Taking Policy as Input of Value Function: Policy-extended Value Function Approximator


Oct 19, 2020
Hongyao Tang, Zhaopeng Meng, Jianye HAO, Chen Chen, Daniel Graves, Dong Li, Wulong Liu, Yaodong Yang

* Preprint version 

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Adversarial Self-Supervised Data-Free Distillation for Text Classification


Oct 10, 2020
Xinyin Ma, Yongliang Shen, Gongfan Fang, Chen Chen, Chenghao Jia, Weiming Lu

* 11 pages, 5 figures, Accepted to EMNLP2020 

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Towards Effective Context for Meta-Reinforcement Learning: an Approach based on Contrastive Learning


Oct 07, 2020
Haotian Fu, Hongyao Tang, Jianye Hao, Chen Chen, Xidong Feng, Dong Li, Wulong Liu


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