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NOAHQA: Numerical Reasoning with Interpretable Graph Question Answering Dataset


Oct 14, 2021
Qiyuan Zhang, Lei Wang, Sicheng Yu, Shuohang Wang, Yang Wang, Jing Jiang, Ee-Peng Lim

* Findings of EMNLP 2021. Code will be released at: https://github.com/Don-Joey/NoahQA 

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High-order Tensor Pooling with Attention for Action Recognition


Oct 11, 2021
Piotr Koniusz, Lei Wang, Ke Sun


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A hierarchical residual network with compact triplet-center loss for sketch recognition


Sep 28, 2021
Lei Wang, Shihui Zhang, Huan He, Xiaoxiao Zhang, Yu Sang


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MWPToolkit: An Open-Source Framework for Deep Learning-Based Math Word Problem Solvers


Sep 18, 2021
Yihuai Lan, Lei Wang, Qiyuan Zhang, Yunshi Lan, Bing Tian Dai, Yan Wang, Dongxiang Zhang, Ee-Peng Lim

* 9 pages, 2 figures 

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Progressive Hard-case Mining across Pyramid Levels in Object Detection


Sep 15, 2021
Binghong Wu, Yehui Yang, Dalu Yang, Junde Wu, Haifeng Huang, Lei Wang, Junwei Liu, Yanwu Xu


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LibFewShot: A Comprehensive Library for Few-shot Learning


Sep 10, 2021
Wenbin Li, Chuanqi Dong, Pinzhuo Tian, Tiexin Qin, Xuesong Yang, Ziyi Wang, Jing Huo, Yinghuan Shi, Lei Wang, Yang Gao, Jiebo Luo

* 14 pages 

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Outage Analysis and Beamwidth Optimization for Positioning-Assisted Beamforming


Sep 01, 2021
Bingcheng Zhu, Zaichen Zhang, Julian Cheng, Lei Wang, Jian Dang, Liang Wu


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Improving Ranking Correlation of Supernet with Candidates Enhancement and Progressive Training


Aug 12, 2021
Ziwei Yang, Ruyi Zhang, Zhi Yang, Xubo Yang, Lei Wang, Zheyang Li

* 5 pages, 2 figures. CVPR2021 NAS challenge 

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Cascade Bagging for Accuracy Prediction with Few Training Samples


Aug 12, 2021
Ruyi Zhang, Ziwei Yang, Zhi Yang, Xubo Yang, Lei Wang, Zheyang Li


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Few-shot Unsupervised Domain Adaptation with Image-to-class Sparse Similarity Encoding


Aug 06, 2021
Shengqi Huang, Wanqi Yang, Lei Wang, Luping Zhou, Ming Yang

* Proceedings of the 29th ACM International Conference on Multimedia (MM '21) 

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Hand Image Understanding via Deep Multi-Task Learning


Jul 28, 2021
Xiong Zhang, Hongsheng Huang, Jianchao Tan, Hongmin Xu, Cheng Yang, Guozhu Peng, Lei Wang, Ji Liu

* Accepted By ICCV 2021 

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Trade When Opportunity Comes: Price Movement Forecasting via Locality-Aware Attention and Adaptive Refined Labeling


Jul 26, 2021
Liang Zeng, Lei Wang, Hui Niu, Jian Li, Ruchen Zhang, Zhonghao Dai, Dewei Zhu, Ling Wang


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Crosslink-Net: Double-branch Encoder Segmentation Network via Fusing Vertical and Horizontal Convolutions


Jul 24, 2021
Qian Yu, Lei Qi, Luping Zhou, Lei Wang, Yilong Yin, Yinghuan Shi, Wuzhang Wang, Yang Gao

* 13 pages, 12 figures 

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Triplet is All You Need with Random Mappings for Unsupervised Visual Representation Learning


Jul 22, 2021
Wenbin Li, Xuesong Yang, Meihao Kong, Lei Wang, Jing Huo, Yang Gao, Jiebo Luo

* 12 pages 

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Signal Acquisition of Luojia-1A Low Earth Orbit Navigation Augmentation System with Software Defined Receiver


May 31, 2021
Liang Chen, Xiangchen Lu, Nan Shen, Lei Wang, Yuan Zhuang, Ye Su, Deren Li, Ruizhi Chen


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RFCBF: enhance the performance and stability of Fast Correlation-Based Filter


May 30, 2021
Xiongshi Deng, Min Li, Lei Wang, Qikang Wan


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Hybrid gene selection approach using XGBoost and multi-objective genetic algorithm for cancer classification


May 30, 2021
Xiongshi Deng, Min Li, Shaobo Deng, Lei Wang


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A Novel Framework Integrating AI Model and Enzymological Experiments Promotes Identification of SARS-CoV-2 3CL Protease Inhibitors and Activity-based Probe


May 29, 2021
Fan Hu, Lei Wang, Yishen Hu, Dongqi Wang, Weijie Wang, Jianbing Jiang, Nan Li, Peng Yin


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Investigating Math Word Problems using Pretrained Multilingual Language Models


May 19, 2021
Minghuan Tan, Lei Wang, Lingxiao Jiang, Jing Jiang


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Ab-initio study of interacting fermions at finite temperature with neural canonical transformation


May 18, 2021
Hao Xie, Linfeng Zhang, Lei Wang

* 11 pages, 6 figures, code: https://github.com/buwantaiji/FermiFlow 

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Leveraging Third-Order Features in Skeleton-Based Action Recognition


May 05, 2021
Zhenyue Qin, Yang Liu, Pan Ji, Dongwoo Kim, Lei Wang, Bob McKay, Saeed Anwar, Tom Gedeon


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An almost globally convergent observer for visual SLAM without persistent excitation


Apr 07, 2021
Bowen Yi, Chi Jin, Lei Wang, Guodong Shi, Ian R. Manchester


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Contrastive Learning based Hybrid Networks for Long-Tailed Image Classification


Mar 26, 2021
Peng Wang, Kai Han, Xiu-Shen Wei, Lei Zhang, Lei Wang

* CVPR 2021 

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Shift-and-Balance Attention


Mar 24, 2021
Chunjie Luo, Jianfeng Zhan, Tianshu Hao, Lei Wang, Wanling Gao


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DeepStyle: User Style Embedding for Authorship Attribution of Short Texts


Mar 14, 2021
Zhiqiang Hu, Roy Ka-Wei Lee, Lei Wang, Ee-Peng Lim, Bo Dai

* Paper accepted for 4th APWeb-WAIM Joint Conference on Web and Big Data 

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Learning Class-Agnostic Pseudo Mask Generation for Box-Supervised Semantic Segmentation


Mar 09, 2021
Chaohao Xie, Dongwei Ren, Lei Wang, Qinghua Hu, Liang Lin, Wangmeng Zuo

* 14 pages, 7 figures 

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Network Representation Learning: From Traditional Feature Learning to Deep Learning


Mar 07, 2021
Ke Sun, Lei Wang, Bo Xu, Wenhong Zhao, Shyh Wei Teng, Feng Xia


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