Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for Xuanyi Dong

Recognizing Vector Graphics without Rasterization


Nov 12, 2021
Xinyang Jiang, Lu Liu, Caihua Shan, Yifei Shen, Xuanyi Dong, Dongsheng Li

* Accepted by NeurIPS2021 

  Access Paper or Ask Questions

Full-Cycle Energy Consumption Benchmark for Low-Carbon Computer Vision


Aug 30, 2021
Bo Li, Xinyang Jiang, Donglin Bai, Yuge Zhang, Ningxin Zheng, Xuanyi Dong, Lu Liu, Yuqing Yang, Dongsheng Li

* ArXiv Preprint 

  Access Paper or Ask Questions

Rethinking Co-design of Neural Architectures and Hardware Accelerators


Feb 17, 2021
Yanqi Zhou, Xuanyi Dong, Berkin Akin, Mingxing Tan, Daiyi Peng, Tianjian Meng, Amir Yazdanbakhsh, Da Huang, Ravi Narayanaswami, James Laudon


  Access Paper or Ask Questions

Isometric Propagation Network for Generalized Zero-shot Learning


Feb 03, 2021
Lu Liu, Tianyi Zhou, Guodong Long, Jing Jiang, Xuanyi Dong, Chengqi Zhang

* Accepted by ICLR 2021 

  Access Paper or Ask Questions

Supervision by Registration and Triangulation for Landmark Detection


Jan 25, 2021
Xuanyi Dong, Yi Yang, Shih-En Wei, Xinshuo Weng, Yaser Sheikh, Shoou-I Yu

* Accepted to IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) 2020 

  Access Paper or Ask Questions

PyGlove: Symbolic Programming for Automated Machine Learning


Jan 21, 2021
Daiyi Peng, Xuanyi Dong, Esteban Real, Mingxing Tan, Yifeng Lu, Hanxiao Liu, Gabriel Bender, Adam Kraft, Chen Liang, Quoc V. Le

* NeurIPS 2020 Oral 

  Access Paper or Ask Questions

NATS-Bench: Benchmarking NAS algorithms for Architecture Topology and Size


Sep 02, 2020
Xuanyi Dong, Lu Liu, Katarzyna Musial, Bogdan Gabrys

* An extended version of NAS-Bench-201 published in ICLR 2020. arXiv admin note: substantial text overlap with arXiv:2001.00326 

  Access Paper or Ask Questions

AutoHAS: Differentiable Hyper-parameter and Architecture Search


Jun 05, 2020
Xuanyi Dong, Mingxing Tan, Adams Wei Yu, Daiyi Peng, Bogdan Gabrys, Quoc V. Le


  Access Paper or Ask Questions

NAS-Bench-201: Extending the Scope of Reproducible Neural Architecture Search


Jan 15, 2020
Xuanyi Dong, Yi Yang

* Published at ICLR 2020 as a spotlight paper; 16 pages; 10 figures; 7 tables; Code is available at https://github.com/D-X-Y/AutoDL-Projects 

  Access Paper or Ask Questions

NAS-Bench-102: Extending the Scope of Reproducible Neural Architecture Search


Jan 02, 2020
Xuanyi Dong, Yi Yang

* Published at ICLR 2020; 15 pages; 8 figures; 6 tables; Code is available at https://github.com/D-X-Y/NAS-Projects/blob/master/NAS-Bench-102.md 

  Access Paper or Ask Questions

One-Shot Neural Architecture Search via Self-Evaluated Template Network


Oct 24, 2019
Xuanyi Dong, Yi Yang

* Minor modifications to the ICCV 2019 camera-ready version (add code link) 

  Access Paper or Ask Questions

Searching for A Robust Neural Architecture in Four GPU Hours


Oct 16, 2019
Xuanyi Dong, Yi Yang

* Minor modifications to the CVPR 2019 camera-ready version (add code link) 

  Access Paper or Ask Questions

Teacher Supervises Students How to Learn From Partially Labeled Images for Facial Landmark Detection


Aug 13, 2019
Xuanyi Dong, Yi Yang

* This paper was accepted to IEEE ICCV 2019. Model codes are publicly available on GitHub: https://github.com/D-X-Y/landmark-detection 

  Access Paper or Ask Questions

Network Pruning via Transformable Architecture Search


May 23, 2019
Xuanyi Dong, Yi Yang

* Code will be publicly available on GitHub: https://github.com/D-X-Y/TAS 

  Access Paper or Ask Questions

Auto-ReID: Searching for a Part-aware ConvNet for Person Re-Identification


Mar 26, 2019
Ruijie Quan, Xuanyi Dong, Yu Wu, Linchao Zhu, Yi Yang


  Access Paper or Ask Questions

Few-Example Object Detection with Model Communication


Oct 30, 2018
Xuanyi Dong, Liang Zheng, Fan Ma, Yi Yang, Deyu Meng

* Accepted to IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) 2018 

  Access Paper or Ask Questions

Progressive Deep Neural Networks Acceleration via Soft Filter Pruning


Aug 24, 2018
Yang He, Xuanyi Dong, Guoliang Kang, Yanwei Fu, Yi Yang

* Extended Journal Version of arXiv:1808.06866 

  Access Paper or Ask Questions

Soft Filter Pruning for Accelerating Deep Convolutional Neural Networks


Aug 21, 2018
Yang He, Guoliang Kang, Xuanyi Dong, Yanwei Fu, Yi Yang

* Accepted to IJCAI 2018 

  Access Paper or Ask Questions

Supervision-by-Registration: An Unsupervised Approach to Improve the Precision of Facial Landmark Detectors


Jul 04, 2018
Xuanyi Dong, Shoou-I Yu, Xinshuo Weng, Shih-En Wei, Yi Yang, Yaser Sheikh

* Minor modifications to the CVPR 2018 version (add missing references) 

  Access Paper or Ask Questions

Style Aggregated Network for Facial Landmark Detection


Mar 22, 2018
Xuanyi Dong, Yan Yan, Wanli Ouyang, Yi Yang

* Accepted to CVPR 2018 

  Access Paper or Ask Questions

EraseReLU: A Simple Way to Ease the Training of Deep Convolution Neural Networks


Nov 17, 2017
Xuanyi Dong, Guoliang Kang, Kun Zhan, Yi Yang


  Access Paper or Ask Questions

PatchShuffle Regularization


Jul 22, 2017
Guoliang Kang, Xuanyi Dong, Liang Zheng, Yi Yang


  Access Paper or Ask Questions

More is Less: A More Complicated Network with Less Inference Complexity


May 15, 2017
Xuanyi Dong, Junshi Huang, Yi Yang, Shuicheng Yan

* This paper has been accepted by the IEEE CVPR 2017 

  Access Paper or Ask Questions