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HR-NAS: Searching Efficient High-Resolution Neural Architectures with Lightweight Transformers

Jun 11, 2021
Mingyu Ding, Xiaochen Lian, Linjie Yang, Peng Wang, Xiaojie Jin, Zhiwu Lu, Ping Luo

* Accepted by CVPR 2021 (Oral) 

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Is In-Domain Data Really Needed? A Pilot Study on Cross-Domain Calibration for Network Quantization

May 16, 2021
Haichao Yu, Linjie Yang, Humphrey Shi

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DeepViT: Towards Deeper Vision Transformer

Apr 19, 2021
Daquan Zhou, Bingyi Kang, Xiaojie Jin, Linjie Yang, Xiaochen Lian, Zihang Jiang, Qibin Hou, Jiashi Feng

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Progressive Temporal Feature Alignment Network for Video Inpainting

Apr 08, 2021
Xueyan Zou, Linjie Yang, Ding Liu, Yong Jae Lee

* Accepted in CVPR2021 

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Learning Versatile Neural Architectures by Propagating Network Codes

Mar 24, 2021
Mingyu Ding, Yuqi Huo, Haoyu Lu, Linjie Yang, Zhe Wang, Zhiwu Lu, Jingdong Wang, Ping Luo

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AutoSpace: Neural Architecture Search with Less Human Interference

Mar 22, 2021
Daquan Zhou, Xiaojie Jin, Xiaochen Lian, Linjie Yang, Yujing Xue, Qibin Hou, Jiashi Feng

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CompFeat: Comprehensive Feature Aggregation for Video Instance Segmentation

Dec 07, 2020
Yang Fu, Linjie Yang, Ding Liu, Thomas S. Huang, Humphrey Shi

* Accepted to AAAI 2021 

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FracBits: Mixed Precision Quantization via Fractional Bit-Widths

Jul 04, 2020
Linjie Yang, Qing Jin

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Neural Architecture Search for Lightweight Non-Local Networks

Apr 04, 2020
Yingwei Li, Xiaojie Jin, Jieru Mei, Xiaochen Lian, Linjie Yang, Cihang Xie, Qihang Yu, Yuyin Zhou, Song Bai, Alan Yuille

* CVPR 2020. Project page: 

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Towards Efficient Training for Neural Network Quantization

Dec 21, 2019
Qing Jin, Linjie Yang, Zhenyu Liao

* 23 pages, 8 figures 

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AdaBits: Neural Network Quantization with Adaptive Bit-Widths

Dec 20, 2019
Qing Jin, Linjie Yang, Zhenyu Liao

* 10 pages, 6 figures, submitted to CVPR 2020 

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AtomNAS: Fine-Grained End-to-End Neural Architecture Search

Dec 20, 2019
Jieru Mei, Yingwei Li, Xiaochen Lian, Xiaojie Jin, Linjie Yang, Alan Yuille, Jianchao Yang

* Accepted by ICLR 2020. 11 pages, 6 figures, and 4 tables 

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Weakly Supervised Body Part Parsing with Pose based Part Priors

Jul 30, 2019
Zhengyuan Yang, Yuncheng Li, Linjie Yang, Ning Zhang, Jiebo Luo

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Video Instance Segmentation

Jun 02, 2019
Linjie Yang, Yuchen Fan, Ning Xu

* Tech report introducing the video instance segmentation task 

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Context-Aware Zero-Shot Recognition

Apr 24, 2019
Ruotian Luo, Ning Zhang, Bohyung Han, Linjie Yang

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Streamlined Dense Video Captioning

Apr 08, 2019
Jonghwan Mun, Linjie Yang, Zhou Ren, Ning Xu, Bohyung Han

* CVPR 2019 

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Slimmable Neural Networks

Dec 21, 2018
Jiahui Yu, Linjie Yang, Ning Xu, Jianchao Yang, Thomas Huang

* Accepted in ICLR 2019 

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YouTube-VOS: A Large-Scale Video Object Segmentation Benchmark

Sep 06, 2018
Ning Xu, Linjie Yang, Yuchen Fan, Dingcheng Yue, Yuchen Liang, Jianchao Yang, Thomas Huang

* Dataset Report. arXiv admin note: substantial text overlap with arXiv:1809.00461 

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YouTube-VOS: Sequence-to-Sequence Video Object Segmentation

Sep 03, 2018
Ning Xu, Linjie Yang, Yuchen Fan, Jianchao Yang, Dingcheng Yue, Yuchen Liang, Brian Price, Scott Cohen, Thomas Huang

* ECCV 2018 accepted paper 

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Efficient Video Object Segmentation via Network Modulation

Feb 04, 2018
Linjie Yang, Yanran Wang, Xuehan Xiong, Jianchao Yang, Aggelos K. Katsaggelos

* Submitted to CVPR 2018 

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Dense Captioning with Joint Inference and Visual Context

Aug 07, 2017
Linjie Yang, Kevin Tang, Jianchao Yang, Li-Jia Li

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A Large-Scale Car Dataset for Fine-Grained Categorization and Verification

Sep 24, 2015
Linjie Yang, Ping Luo, Chen Change Loy, Xiaoou Tang

* An extension to our conference paper in CVPR 2015 

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