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A data-based comparative review and AI-driven symbolic model for longitudinal dispersion coefficient in natural streams


Jul 16, 2021
Yifeng Zhao, Zicheng Liu, Pei Zhang, S. A. Galindo-Torres, Stan Z. Li

* Due to the limitation "The abstract field cannot be longer than 1,920 characters", the abstract here is shorter than that in the PDF file Subjects 

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End-to-End Semi-Supervised Object Detection with Soft Teacher


Jun 17, 2021
Mengde Xu, Zheng Zhang, Han Hu, Jianfeng Wang, Lijuan Wang, Fangyun Wei, Xiang Bai, Zicheng Liu


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An interpretable prediction model for longitudinal dispersion coefficient in natural streams based on evolutionary symbolic regression network


Jun 17, 2021
Yifeng Zhao, Zicheng Liu, Pei Zhang, Stan Z. Li, S. A. Galindo-Torres

* Due to the limitation "The abstract field cannot be longer than 1,920 characters", the abstract here is shorter than that in the PDF file Subjects 

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VALUE: A Multi-Task Benchmark for Video-and-Language Understanding Evaluation


Jun 08, 2021
Linjie Li, Jie Lei, Zhe Gan, Licheng Yu, Yen-Chun Chen, Rohit Pillai, Yu Cheng, Luowei Zhou, Xin Eric Wang, William Yang Wang, Tamara Lee Berg, Mohit Bansal, Jingjing Liu, Lijuan Wang, Zicheng Liu

* VALUE is available at https://value-leaderboard.github.io/ 

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Compressing Visual-linguistic Model via Knowledge Distillation


Apr 05, 2021
Zhiyuan Fang, Jianfeng Wang, Xiaowei Hu, Lijuan Wang, Yezhou Yang, Zicheng Liu


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TransMOT: Spatial-Temporal Graph Transformer for Multiple Object Tracking


Apr 03, 2021
Peng Chu, Jiang Wang, Quanzeng You, Haibin Ling, Zicheng Liu


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Mesh Graphormer


Apr 01, 2021
Kevin Lin, Lijuan Wang, Zicheng Liu


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Spatial-Temporal Graph Transformer for Multiple Object Tracking


Apr 01, 2021
Peng Chu, Jiang Wang, Quanzeng You, Haibin Ling, Zicheng Liu


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Disentanglement-based Cross-Domain Feature Augmentation for Effective Unsupervised Domain Adaptive Person Re-identification


Mar 25, 2021
Zhizheng Zhang, Cuiling Lan, Wenjun Zeng, Quanzeng You, Zicheng Liu, Kecheng Zheng, Zhibo Chen


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AutoMix: Unveiling the Power of Mixup


Mar 24, 2021
Zicheng Liu, Siyuan Li, Di Wu, Zhiyuan Chen, Lirong Wu, Jianzhu Guo, Stan Z. Li

* The first version of AutoMix. 13 pages, 11 figures 

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Revisiting Dynamic Convolution via Matrix Decomposition


Mar 15, 2021
Yunsheng Li, Yinpeng Chen, Xiyang Dai, Mengchen Liu, Dongdong Chen, Ye Yu, Lu Yuan, Zicheng Liu, Mei Chen, Nuno Vasconcelos

* Accepted by ICLR 2021 

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Weak NAS Predictors Are All You Need


Feb 21, 2021
Junru Wu, Xiyang Dai, Dongdong Chen, Yinpeng Chen, Mengchen Liu, Ye Yu, Zhangyang Wang, Zicheng Liu, Mei Chen, Lu Yuan


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SEED: Self-supervised Distillation For Visual Representation


Jan 12, 2021
Zhiyuan Fang, Jianfeng Wang, Lijuan Wang, Lei Zhang, Yezhou Yang, Zicheng Liu

* Accepted as a conference paper at ICLR 2021 

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3D Human motion anticipation and classification


Dec 31, 2020
Emad Barsoum, John Kender, Zicheng Liu

* arXiv admin note: substantial text overlap with arXiv:1711.09561 

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End-to-End Human Pose and Mesh Reconstruction with Transformers


Dec 17, 2020
Kevin Lin, Lijuan Wang, Zicheng Liu


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MiniVLM: A Smaller and Faster Vision-Language Model


Dec 13, 2020
Jianfeng Wang, Xiaowei Hu, Pengchuan Zhang, Xiujun Li, Lijuan Wang, Lei Zhang, Jianfeng Gao, Zicheng Liu


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MicroNet: Towards Image Recognition with Extremely Low FLOPs


Nov 24, 2020
Yunsheng Li, Yinpeng Chen, Xiyang Dai, Dongdong Chen, Mengchen Liu, Lu Yuan, Zicheng Liu, Lei Zhang, Nuno Vasconcelos


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Asymmetric Siamese Networks for Semantic Change Detection


Oct 12, 2020
Kunping Yang, Gui-Song Xia, Zicheng Liu, Bo Du, Wen Yang, Marcello Pelillo


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Deep Clustering and Representation Learning that Preserves Geometric Structures


Sep 29, 2020
Lirong Wu, Zicheng Liu, Zelin Zang, Jun Xia, Siyuan Li, Stan. Z Li

* 20 pages 

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VIVO: Surpassing Human Performance in Novel Object Captioning with Visual Vocabulary Pre-Training


Sep 28, 2020
Xiaowei Hu, Xi Yin, Kevin Lin, Lijuan Wang, Lei Zhang, Jianfeng Gao, Zicheng Liu


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Deep Clustering and Representation Learning with Geometric Structure Preservation


Sep 21, 2020
Lirong Wu, Zicheng Liu, Jun Xia, Siyuan Li, Stan. Z Li

* 20 pages 

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Dynamic ReLU


Mar 22, 2020
Yinpeng Chen, Xiyang Dai, Mengchen Liu, Dongdong Chen, Lu Yuan, Zicheng Liu

* Technical report 

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Learning Nonparametric Human Mesh Reconstruction from a Single Image without Ground Truth Meshes


Feb 28, 2020
Kevin Lin, Lijuan Wang, Ying Jin, Zicheng Liu, Ming-Ting Sun


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Dynamic Convolution: Attention over Convolution Kernels


Dec 07, 2019
Yinpeng Chen, Xiyang Dai, Mengchen Liu, Dongdong Chen, Lu Yuan, Zicheng Liu

* Technical report 

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Cross-Domain Complementary Learning with Synthetic Data for Multi-Person Part Segmentation


Jul 11, 2019
Kevin Lin, Lijuan Wang, Kun Luo, Yinpeng Chen, Zicheng Liu, Ming-Ting Sun


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Double-Head RCNN: Rethinking Classification and Localization for Object Detection


May 31, 2019
Yue Wu, Yinpeng Chen, Lu Yuan, Zicheng Liu, Lijuan Wang, Hongzhi Li, Yun Fu


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Large Scale Incremental Learning


May 30, 2019
Yue Wu, Yinpeng Chen, Lijuan Wang, Yuancheng Ye, Zicheng Liu, Yandong Guo, Yun Fu


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Rethinking Classification and Localization in R-CNN


Apr 13, 2019
Yue Wu, Yinpeng Chen, Lu Yuan, Zicheng Liu, Lijuan Wang, Hongzhi Li, Yun Fu


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Incremental Classifier Learning with Generative Adversarial Networks


Feb 02, 2018
Yue Wu, Yinpeng Chen, Lijuan Wang, Yuancheng Ye, Zicheng Liu, Yandong Guo, Zhengyou Zhang, Yun Fu

* 10 pages, 6 figures 

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