Recent Activities
Publications2021
CompFeat: Comprehensive Feature Aggregation for Video Instance Segmentation
Yang Fu, Linjie Yang, Ding Liu, Thomas S. Huang, Humphrey Shi
AAAI 2021. arXiv
FracBits: Mixed Precision Quantization via Fractional Bit-Widths
Linjie Yang*, Qing Jin*
AAAI 2021. arXiv
2020
Neural Network Quantization with Scale-Adjusted Training
Qing Jin, Linjie Yang, Zhenyu Liao, Xiaoning Qian
Neural Architecture Search for Lightweight Non-local Networks
Yingwei Li, Xiaojie Jin, Jieru Mei, Xiaochen Lian, Linjie Yang, Cihang Xie, Qihang Yu, Yuyin Zhou, Song Ba, Alan Yuille.
CVPR 2020. arXiv Version. Code
AdaBits: Neural Network Quantization with Adaptive Bit-Widths
Qing Jin*, Linjie Yang*, Zhenyu Liao
CVPR 2020. arXiv Version Code
AtomNAS: Fine-Grained End-to-End Neural Architecture Search
Jieru Mei, Yingwei Li, Xiaochen Lian, Xiaojie Jin, Linjie Yang, Alan Yuille, Jianchao Yang
ICLR 2020. Open Review. Code
Context-Aware Zero-Shot Recognition
Ruotian Luo, Ning Zhang, Bohyung Han, Linjie Yang
AAAI 2020. arXiv Version. Code
2019
Video Instance Segmentation
Linjie Yang, Yuchen Fan, Ning Xu.
Streamlined Dense Video Captioning
Jonghwan Mun, Linjie Yang, Zhou Ren, Ning Xu, Bohyung Han.
CVPR 2019 (Oral). arXiv Version
Slimmable Neural Networks.
Jiahui Yu, Linjie Yang, Ning Xu, Jianchao Yang, Thomas Huang.
2018
Youtube-VOS: Sequence-to-Sequence Video Object Segmentation.
Ning Xu, Linjie Yang, Yuchen Fan, Jianchao Yang, Dingcheng Yue, Yuchen Liang, Brian Price, Scott Cohen, Thomas Huang.
ECCV 2018. arXiv Version Dataset
Efficient Video Object Segmentation via Network Modulation
Linjie Yang, Yanran Wang, Xuehan Xiong, Jianchao Yang, Aggelos K. Katsaggelos.
CVPR 2018. arXiv Version Code
before 2018
Dense Captioning with Joint Inference and Visual Context.
Linjie Yang, Kevin Tang, Jianchao Yang, Li-Jia Li.
A Large-Scale Car Dataset for Fine-Grained Categorization and Verification
Linjie Yang, Ping Luo, Chen Change Loy, Xiaoou Tang.
Depth from Water Reflection
Linjie Yang, Jianzhuang Liu, and Xiaoou Tang
IEEE Transactions on Image Processing, 24(4), 1235-1243. PDF
Object Detection and Viewpoint Estimation with Auto-masking Neural Network
Linjie Yang, Jianzhuang Liu, and Xiaoou Tang
ECCV 2014. PDF
Complex 3D General Object Reconstruction from Line Drawings
Linjie Yang, Jianzhuang Liu, and Xiaoou Tang
ICCV 2013. PDF
Invited Talks"A Large-Scale Car Dataset for Fine-Grained Categorization and Verification", In 3rd Workshop on Vehicle Retrieval in Surveillance (VRS 2015), Karlsruhe, Germany, August 2015. "Introduction to Neural Architecture Search for Computer Vision", In ECCV 2020 Tutorial on From HPO to NAS: Automated Deep Learning, August 2020. Workshop OrganizersReview ServiceTPAMIIEEE Transactions on Intelligent Transportation Systems IEEE Transactions on Image Processing Image and Vision Computing WACV 2017, 2018 ACM Multimedia 2017 IJCAI 2017, 2018 CVPR 2018, 2019, 2020 |