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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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Goal-Oriented Script Construction


Jul 28, 2021
Qing Lyu, Li Zhang, Chris Callison-Burch

* To be published in INLG2021 (14th International Conference on Natural Language Generation) 

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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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Automatically detecting the conflicts between software requirements based on finer semantic analysis


Mar 03, 2021
Weize Guo, Li Zhang, Xiaoli Lian

* 17 pages, 2 figures 

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The NPU System for the 2020 Personalized Voice Trigger Challenge


Feb 26, 2021
Jingyong Hou, Li Zhang, Yihui Fu, Qing Wang, Zhanheng Yang, Qijie Shao, Lei Xie


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EEGFuseNet: Hybrid Unsupervised Deep Feature Characterization and Fusion for High-Dimensional EEG with An Application to Emotion Recognition


Feb 07, 2021
Zhen Liang, Rushuang Zhou, Li Zhang, Linling Li, Gan Huang, Zhiguo Zhang, Shin Ishii


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Few-shot Action Recognition with Prototype-centered Attentive Learning


Feb 03, 2021
Xiatian Zhu, Antoine Toisoul, Juan-Manuel Prez-Ra, Li Zhang, Brais Martinez, Tao Xiang

* 10 pages, 4 figures 

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Failure Prediction in Production Line Based on Federated Learning: An Empirical Study


Jan 25, 2021
Ning Ge, Guanghao Li, Li Zhang, Yi Liu Yi Liu


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Rethinking Semantic Segmentation from a Sequence-to-Sequence Perspective with Transformers


Dec 31, 2020
Sixiao Zheng, Jiachen Lu, Hengshuang Zhao, Xiatian Zhu, Zekun Luo, Yabiao Wang, Yanwei Fu, Jianfeng Feng, Tao Xiang, Philip H. S. Torr, Li Zhang

* project page at https://fudan-zvg.github.io/SETR/ 

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Sub-sampled Cross-component Prediction for Emerging Video Coding Standards


Dec 30, 2020
Junru Li, Meng Wang, Li Zhang, Shiqi Wang, Kai Zhang, Shanshe Wang, Siwei Ma, Wen Gao


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