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Transferable Knowledge-Based Multi-Granularity Aggregation Network for Temporal Action Localization: Submission to ActivityNet Challenge 2021


Jul 27, 2021
Haisheng Su, Peiqin Zhuang, Yukun Li, Dongliang Wang, Weihao Gan, Wei Wu, Yu Qiao

* Winner of HACS21 Challenge Weakly Supervised Learning Track with extra data. arXiv admin note: text overlap with arXiv:2103.13141 

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Capturing Event Argument Interaction via A Bi-Directional Entity-Level Recurrent Decoder


Jul 01, 2021
Xiangyu Xi, Wei Ye, Shikun Zhang, Quanxiu Wang, Huixing Jiang, Wei Wu

* ACL-IJCNLP 2021 

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TSI: Temporal Saliency Integration for Video Action Recognition


Jun 02, 2021
Haisheng Su, Jinyuan Feng, Dongliang Wang, Weihao Gan, Wei Wu, Yu Qiao


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A Novel Automatic Modulation Classification Scheme Based on Multi-Scale Networks


May 31, 2021
Hao Zhang, Fuhui Zhou, Qihui Wu, Wei Wu, Rose Qingyang Hu


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Hashing-Accelerated Graph Neural Networks for Link Prediction


May 29, 2021
Wei Wu, Bin Li, Chuan Luo, Wolfgang Nejdl

* The Web Conference 2021 

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ConSERT: A Contrastive Framework for Self-Supervised Sentence Representation Transfer


May 25, 2021
Yuanmeng Yan, Rumei Li, Sirui Wang, Fuzheng Zhang, Wei Wu, Weiran Xu

* Accepted by ACL2021, 10 pages, 7 figures, 4 tables 

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Improving Document Representations by Generating Pseudo Query Embeddings for Dense Retrieval


May 08, 2021
Hongyin Tang, Xingwu Sun, Beihong Jin, Jingang Wang, Fuzheng Zhang, Wei Wu

* 11 pages, 2 figures, Accepted by ACL 2021 

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A Robust Object Encoding Method


May 01, 2021
Kuan Xu, Chen Wang, Chao Chen, Wei Wu


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Incorporating Convolution Designs into Visual Transformers


Apr 20, 2021
Kun Yuan, Shaopeng Guo, Ziwei Liu, Aojun Zhou, Fengwei Yu, Wei Wu


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Spatial-Temporal Correlation and Topology Learning for Person Re-Identification in Videos


Apr 15, 2021
Jiawei Liu, Zheng-Jun Zha, Wei Wu, Kecheng Zheng, Qibin Sun


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Temporal Context Aggregation Network for Temporal Action Proposal Refinement


Mar 24, 2021
Zhiwu Qing, Haisheng Su, Weihao Gan, Dongliang Wang, Wei Wu, Xiang Wang, Yu Qiao, Junjie Yan, Changxin Gao, Nong Sang

* Accepted by CVPR2021 

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Real-Time Visual Object Tracking via Few-Shot Learning


Mar 18, 2021
Jinghao Zhou, Bo Li, Peng Wang, Peixia Li, Weihao Gan, Wei Wu, Junjie Yan, Wanli Ouyang


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Higher Performance Visual Tracking with Dual-Modal Localization


Mar 18, 2021
Jinghao Zhou, Bo Li, Lei Qiao, Peng Wang, Weihao Gan, Wei Wu, Junjie Yan, Wanli Ouyang


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ASAP: A Chinese Review Dataset Towards Aspect Category Sentiment Analysis and Rating Prediction


Mar 11, 2021
Jiahao Bu, Lei Ren, Shuang Zheng, Yang Yang, Jingang Wang, Fuzheng Zhang, Wei Wu

* 10 Pages, 4 Figures, Accepted at NAACL 2021 

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Learning Statistical Texture for Semantic Segmentation


Mar 06, 2021
Lanyun Zhu, Deyi Ji, Shiping Zhu, Weihao Gan, Wei Wu, Junjie Yan

* Accepted to CVPR 2021 

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BaPipe: Exploration of Balanced Pipeline Parallelism for DNN Training


Jan 14, 2021
Letian Zhao, Rui Xu, Tianqi Wang, Teng Tian, Xiaotian Wang, Wei Wu, Chio-in Ieong, Xi Jin


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Improving EEG Decoding via Clustering-based Multi-task Feature Learning


Dec 12, 2020
Yu Zhang, Tao Zhou, Wei Wu, Hua Xie, Hongru Zhu, Guoxu Zhou, Andrzej Cichocki


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Context-Aware Graph Convolution Network for Target Re-identification


Dec 09, 2020
Deyi Ji, Haoran Wang, Hanzhe Hu, Weihao Gan, Wei Wu, Junjie Yan

* Accepted by AAAI2021 

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Are Pre-trained Language Models Knowledgeable to Ground Open Domain Dialogues?


Nov 19, 2020
Yufan Zhao, Wei Wu, Can Xu


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Electromagnetic Source Imaging via a Data-Synthesis-Based Denoising Autoencoder


Oct 31, 2020
Gexin Huang, Zhu Liang Yu, Wei Wu, Ke Liu, Zheng Hui Gu, Feifei Qi, YuanQing Li, Jiawen Liang

* 17 pages, 14 figures, and journal 

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Less is More: Data-Efficient Complex Question Answering over Knowledge Bases


Oct 29, 2020
Yuncheng Hua, Yuan-Fang Li, Guilin Qi, Wei Wu, Jingyao Zhang, Daiqing Qi

* 18 pages, 4 figures, published in JWS 

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Retrieve, Program, Repeat: Complex Knowledge Base Question Answering via Alternate Meta-learning


Oct 29, 2020
Yuncheng Hua, Yuan-Fang Li, Gholamreza Haffari, Guilin Qi, Wei Wu

* IJCAI 2020: 3679-3686 
* 8 pages, 2 figures, published in IJCAI 2020 

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Knowledge-Grounded Dialogue Generation with Pre-trained Language Models


Oct 17, 2020
Xueliang Zhao, Wei Wu, Can Xu, Chongyang Tao, Dongyan Zhao, Rui Yan

* Accepted by EMNLP 2020 

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StyleDGPT: Stylized Response Generation with Pre-trained Language Models


Oct 06, 2020
Ze Yang, Wei Wu, Can Xu, Xinnian Liang, Jiaqi Bai, Liran Wang, Wei Wang, Zhoujun Li

* Findings of EMNLP2020 

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SAMOT: Switcher-Aware Multi-Object Tracking and Still Another MOT Measure


Sep 22, 2020
Weitao Feng, Zhihao Hu, Baopu Li, Weihao Gan, Wei Wu, Wanli Ouyang


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Collaborative Distillation in the Parameter and Spectrum Domains for Video Action Recognition


Sep 15, 2020
Haisheng Su, Jing Su, Dongliang Wang, Weihao Gan, Wei Wu, Mengmeng Wang, Junjie Yan, Yu Qiao

* Submmited to AAAI21 

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BSN++: Complementary Boundary Regressor with Scale-Balanced Relation Modeling for Temporal Action Proposal Generation


Sep 15, 2020
Haisheng Su, Weihao Gan, Wei Wu, Junjie Yan, Yu Qiao

* Submitted to AAAI21. arXiv admin note: substantial text overlap with arXiv:2007.09883 

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