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SwinBERT: End-to-End Transformers with Sparse Attention for Video Captioning


Nov 25, 2021
Kevin Lin, Linjie Li, Chung-Ching Lin, Faisal Ahmed, Zhe Gan, Zicheng Liu, Yumao Lu, Lijuan Wang


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An Empirical Study of Training End-to-End Vision-and-Language Transformers


Nov 25, 2021
Zi-Yi Dou, Yichong Xu, Zhe Gan, Jianfeng Wang, Shuohang Wang, Lijuan Wang, Chenguang Zhu, Pengchuan Zhang, Lu Yuan, Nanyun Peng, Zicheng Liu, Michael Zeng


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VIOLET : End-to-End Video-Language Transformers with Masked Visual-token Modeling


Nov 24, 2021
Tsu-Jui Fu, Linjie Li, Zhe Gan, Kevin Lin, William Yang Wang, Lijuan Wang, Zicheng Liu

* Code is available at https://github.com/tsujuifu/pytorch_violet 

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Scaling Up Vision-Language Pre-training for Image Captioning


Nov 24, 2021
Xiaowei Hu, Zhe Gan, Jianfeng Wang, Zhengyuan Yang, Zicheng Liu, Yumao Lu, Lijuan Wang


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Crossing the Format Boundary of Text and Boxes: Towards Unified Vision-Language Modeling


Nov 23, 2021
Zhengyuan Yang, Zhe Gan, Jianfeng Wang, Xiaowei Hu, Faisal Ahmed, Zicheng Liu, Yumao Lu, Lijuan Wang


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Florence: A New Foundation Model for Computer Vision


Nov 22, 2021
Lu Yuan, Dongdong Chen, Yi-Ling Chen, Noel Codella, Xiyang Dai, Jianfeng Gao, Houdong Hu, Xuedong Huang, Boxin Li, Chunyuan Li, Ce Liu, Mengchen Liu, Zicheng Liu, Yumao Lu, Yu Shi, Lijuan Wang, Jianfeng Wang, Bin Xiao, Zhen Xiao, Jianwei Yang, Michael Zeng, Luowei Zhou, Pengchuan Zhang


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UFO: A UniFied TransfOrmer for Vision-Language Representation Learning


Nov 19, 2021
Jianfeng Wang, Xiaowei Hu, Zhe Gan, Zhengyuan Yang, Xiyang Dai, Zicheng Liu, Yumao Lu, Lijuan Wang


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Physics-guided Loss Functions Improve Deep Learning Performance in Inverse Scattering


Nov 13, 2021
Zicheng Liu, Mayank Roy, Dilip K. Prasad, Krishna Agarwal


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Unsupervised Learning of Full-Waveform Inversion: Connecting CNN and Partial Differential Equation in a Loop


Oct 14, 2021
Peng Jin, Xitong Zhang, Yinpeng Chen, Sharon Xiaolei Huang, Zicheng Liu, Youzuo Lin


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An Empirical Study of GPT-3 for Few-Shot Knowledge-Based VQA


Sep 10, 2021
Zhengyuan Yang, Zhe Gan, Jianfeng Wang, Xiaowei Hu, Yumao Lu, Zicheng Liu, Lijuan Wang


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Mobile-Former: Bridging MobileNet and Transformer


Aug 12, 2021
Yinpeng Chen, Xiyang Dai, Dongdong Chen, Mengchen Liu, Xiaoyi Dong, Lu Yuan, Zicheng Liu


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MicroNet: Improving Image Recognition with Extremely Low FLOPs


Aug 12, 2021
Yunsheng Li, Yinpeng Chen, Xiyang Dai, Dongdong Chen, Mengchen Liu, Lu Yuan, Zicheng Liu, Lei Zhang, Nuno Vasconcelos

* ICCV 2021, code is available at https://github.com/liyunsheng13/micronet}{https://github.com/liyunsheng13/micronet 

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OVIS: Open-Vocabulary Visual Instance Search via Visual-Semantic Aligned Representation Learning


Aug 08, 2021
Sheng Liu, Kevin Lin, Lijuan Wang, Junsong Yuan, Zicheng Liu

* 10 pages 

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Is Object Detection Necessary for Human-Object Interaction Recognition?


Jul 27, 2021
Ying Jin, Yinpeng Chen, Lijuan Wang, Jianfeng Wang, Pei Yu, Zicheng Liu, Jenq-Neng Hwang


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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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