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Duality Temporal-channel-frequency Attention Enhanced Speaker Representation Learning


Oct 14, 2021
Li Zhang, Qing Wang, Lei Xie


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Transformers for EEG Emotion Recognition


Oct 13, 2021
Jiyao Liu, Li Zhang, Hao Wu, Huan Zhao


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Unsupervised Domain Adaptation in Semantic Segmentation Based on Pixel Alignment and Self-Training


Sep 29, 2021
Hexin Dong, Fei Yu, Jie Zhao, Bin Dong, Li Zhang

* 6 pages,3 figures,MICCAI 2021 Cross-Modality Domain Adaptation for Medical Image Segmentation Challenge 

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Beijing ZKJ-NPU Speaker Verification System for VoxCeleb Speaker Recognition Challenge 2021


Sep 08, 2021
Li Zhang, Huan Zhao, Qinling Meng, Yanli Chen, Min Liu, Lei Xie


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Multi-Frequency Wireless Channel Measurements and Characteristics Analysis in Indoor Corridor Scenarios


Aug 14, 2021
Zihao Zhou, Li Zhang, Xinyue Chen, Cheng-Xiang Wang, Jie Huang


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Progressive Coordinate Transforms for Monocular 3D Object Detection


Aug 13, 2021
Li Wang, Li Zhang, Yi Zhu, Zhi Zhang, Tong He, Mu Li, Xiangyang Xue

* Code is available at: https://github.com/amazon-research/progressive-coordinate-transforms 

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Simpler is Better: Few-shot Semantic Segmentation with Classifier Weight Transformer


Aug 12, 2021
Zhihe Lu, Sen He, Xiatian Zhu, Li Zhang, Yi-Zhe Song, Tao Xiang

* Accepted by ICCV2021. Code website:https://github.com/zhiheLu/CWT-for-FSS 

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Goal-Oriented Script Construction


Aug 10, 2021
Qing Lyu, Li Zhang, Chris Callison-Burch

* INLG2021 (14th International Conference on Natural Language Generation) 

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A Unified Efficient Pyramid Transformer for Semantic Segmentation


Jul 29, 2021
Fangrui Zhu, Yi Zhu, Li Zhang, Chongruo Wu, Yanwei Fu, Mu Li


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Global Aggregation then Local Distribution for Scene Parsing


Jul 28, 2021
Xiangtai Li, Li Zhang, Guangliang Cheng, Kuiyuan Yang, Yunhai Tong, Xiatian Zhu, Tao Xiang

* Accepted by IEEE-TIP-2021. arXiv admin note: text overlap with arXiv:1909.07229 

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Private Alternating Least Squares: Practical Private Matrix Completion with Tighter Rates


Jul 20, 2021
Steve Chien, Prateek Jain, Walid Krichene, Steffen Rendle, Shuang Song, Abhradeep Thakurta, Li Zhang


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Multi-Level Transfer Learning from Near-Field to Far-Field Speaker Verification


Jun 17, 2021
Li Zhang, Qing Wang, Kong Aik Lee, Lei Xie, Haizhou Li


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Oneshot Differentially Private Top-k Selection


May 18, 2021
Gang Qiao, Weijie J. Su, Li Zhang

* Accepted to ICML 2021 

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Composite Localization for Human Pose Estimation


May 15, 2021
ZiFan Chen, Xin Qin, Chao Yang, Li Zhang


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BasisNet: Two-stage Model Synthesis for Efficient Inference


May 07, 2021
Mingda Zhang, Chun-Te Chu, Andrey Zhmoginov, Andrew Howard, Brendan Jou, Yukun Zhu, Li Zhang, Rebecca Hwa, Adriana Kovashka

* To appear, 4th Workshop on Efficient Deep Learning for Computer Vision (ECV2021), CVPR2021 Workshop 

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Prediction of clinical tremor severity using Rank Consistent Ordinal Regression


May 03, 2021
Li Zhang, Vijay Yadav, Vidya Koesmahargyo, Anzar Abbas, Isaac Galatzer-Levy


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Delving into Data: Effectively Substitute Training for Black-box Attack


Apr 26, 2021
Wenxuan Wang, Bangjie Yin, Taiping Yao, Li Zhang, Yanwei Fu, Shouhong Ding, Jilin Li, Feiyue Huang, Xiangyang Xue

* 10 pages, 6 figures, 6 tables, 1 algorithm, To appear in CVPR 2021 as a poster paper 

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Optimize Neural Fictitious Self-Play in Regret Minimization Thinking


Apr 22, 2021
Yuxuan Chen, Li Zhang, Shijian Li, Gang Pan


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Improving Weakly-supervised Object Localization via Causal Intervention


Apr 21, 2021
Feifei Shao, Yawei Luo, Li Zhang, Lu Ye, Siliang Tang, Yi Yang, Jun Xiao

* 11 pages, 5 figures 

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MoViNets: Mobile Video Networks for Efficient Video Recognition


Apr 18, 2021
Dan Kondratyuk, Liangzhe Yuan, Yandong Li, Li Zhang, Mingxing Tan, Matthew Brown, Boqing Gong

* Accepted to CVPR 2021 

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Visual Goal-Step Inference using wikiHow


Apr 12, 2021
Yue Yang, Artemis Panagopoulou, Qing Lyu, Li Zhang, Mark Yatskar, Chris Callison-Burch


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BEFD: Boundary Enhancement and Feature Denoising for Vessel Segmentation


Apr 08, 2021
Mo Zhang, Fei Yu, Jie Zhao, Li Zhang, Quanzheng Li

* MICCAI 2020 

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Complementary Evidence Identification in Open-Domain Question Answering


Apr 05, 2021
Xiangyang Mou, Mo Yu, Shiyu Chang, Yufei Feng, Li Zhang, Hui Su

* 7 pages, EACL 2021 

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Hierarchical Road Topology Learning for Urban Map-less Driving


Mar 31, 2021
Li Zhang, Faezeh Tafazzoli, Gunther Krehl, Runsheng Xu, Timo Rehfeld, Manuel Schier, Arunava Seal


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Depth-conditioned Dynamic Message Propagation for Monocular 3D Object Detection


Mar 30, 2021
Li Wang, Liang Du, Xiaoqing Ye, Yanwei Fu, Guodong Guo, Xiangyang Xue, Jianfeng Feng, Li Zhang

* CVPR 2021. Code at https://github.com/fudan-zvg/DDMP 

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Robust and Accurate Object Detection via Adversarial Learning


Mar 26, 2021
Xiangning Chen, Cihang Xie, Mingxing Tan, Li Zhang, Cho-Jui Hsieh, Boqing Gong

* CVPR 2021. Models are available at https://github.com/google/automl/tree/master/efficientdet/Det-AdvProp.md 

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Learning Dynamic Alignment via Meta-filter for Few-shot Learning


Mar 25, 2021
Chengming Xu, Chen Liu, Li Zhang, Chengjie Wang, Jilin Li, Feiyue Huang, Xiangyang Xue, Yanwei Fu

* accepted by CVPR2021 

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