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

 Add to Chrome

 Add to Firefox

CatalyzeX Code Finder - Browser extension linking code for ML papers across the web! | Product Hunt Embed
Searching Efficient 3D Architectures with Sparse Point-Voxel Convolution

Aug 13, 2020
Haotian Tang, Zhijian Liu, Shengyu Zhao, Yujun Lin, Ji Lin, Hanrui Wang, Song Han

* ECCV 2020. The first two authors contributed equally to this work. Project page: http://spvnas.mit.edu/ 

  Access Paper or Ask Questions

Hardware-Centric AutoML for Mixed-Precision Quantization

Aug 11, 2020
Kuan Wang, Zhijian Liu, Yujun Lin, Ji Lin, Song Han

* International Journal of Computer Vision (IJCV), 2020 
* Journal preprint of arXiv:1811.08886 (IJCV, 2020). The first three authors contributed equally to this work. Project page: https://hanlab.mit.edu/projects/haq/ 

  Access Paper or Ask Questions

MCUNet: Tiny Deep Learning on IoT Devices

Jul 20, 2020
Ji Lin, Wei-Ming Chen, Yujun Lin, John Cohn, Chuang Gan, Song Han

* Demo video available here: https://youtu.be/YvioBgtec4U 

  Access Paper or Ask Questions

Differentiable Augmentation for Data-Efficient GAN Training

Jun 18, 2020
Shengyu Zhao, Zhijian Liu, Ji Lin, Jun-Yan Zhu, Song Han


  Access Paper or Ask Questions

APQ: Joint Search for Network Architecture, Pruning and Quantization Policy

Jun 15, 2020
Tianzhe Wang, Kuan Wang, Han Cai, Ji Lin, Zhijian Liu, Song Han

* Accepted by CVPR 2020 

  Access Paper or Ask Questions

Lite Transformer with Long-Short Range Attention

Apr 24, 2020
Zhanghao Wu, Zhijian Liu, Ji Lin, Yujun Lin, Song Han

* ICLR 2020. The first two authors contributed equally to this work 

  Access Paper or Ask Questions

GAN Compression: Efficient Architectures for Interactive Conditional GANs

Mar 19, 2020
Muyang Li, Ji Lin, Yaoyao Ding, Zhijian Liu, Jun-Yan Zhu, Song Han


  Access Paper or Ask Questions

Training Kinetics in 15 Minutes: Large-scale Distributed Training on Videos

Oct 01, 2019
Ji Lin, Chuang Gan, Song Han


  Access Paper or Ask Questions

Design Automation for Efficient Deep Learning Computing

Apr 24, 2019
Song Han, Han Cai, Ligeng Zhu, Ji Lin, Kuan Wang, Zhijian Liu, Yujun Lin


  Access Paper or Ask Questions

Defensive Quantization: When Efficiency Meets Robustness

Apr 17, 2019
Ji Lin, Chuang Gan, Song Han


  Access Paper or Ask Questions

HAQ: Hardware-Aware Automated Quantization

Dec 06, 2018
Kuan Wang, Zhijian Liu, Yujun Lin, Ji Lin, Song Han

* The first three authors contributed equally to this work. Project page: https://hanlab.mit.edu/projects/haq/ 

  Access Paper or Ask Questions

Joint Monocular 3D Vehicle Detection and Tracking

Dec 02, 2018
Hou-Ning Hu, Qi-Zhi Cai, Dequan Wang, Ji Lin, Min Sun, Philipp Krähenbühl, Trevor Darrell, Fisher Yu

* 14 pages, 11 figures. Fix table values misplacement and typos. All the results unchanged 

  Access Paper or Ask Questions

Temporal Shift Module for Efficient Video Understanding

Nov 20, 2018
Ji Lin, Chuang Gan, Song Han

* Our framework ranks the first on both Something-Something V1 and V2 leaderboards upon this paper's submission. Measured on P100 GPU, our single model achieved 1.8% higher accuracy at 8x lower latency and 12x higher throughput compared to I3D 

  Access Paper or Ask Questions

AMC: AutoML for Model Compression and Acceleration on Mobile Devices

Aug 26, 2018
Yihui He, Ji Lin, Zhijian Liu, Hanrui Wang, Li-Jia Li, Song Han


  Access Paper or Ask Questions

Reinforcement Learning from Imperfect Demonstrations

Feb 14, 2018
Yang Gao, Huazhe, Xu, Ji Lin, Fisher Yu, Sergey Levine, Trevor Darrell


  Access Paper or Ask Questions