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

Chrome logo  Add to Chrome

Firefox logo Add to Firefox

EfficientViT: Enhanced Linear Attention for High-Resolution Low-Computation Visual Recognition


May 29, 2022
Han Cai, Chuang Gan, Song Han

Add code


   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

BEVFusion: Multi-Task Multi-Sensor Fusion with Unified Bird's-Eye View Representation


May 26, 2022
Zhijian Liu, Haotian Tang, Alexander Amini, Xinyu Yang, Huizi Mao, Daniela Rus, Song Han

Add code

* The first two authors contributed equally to this work. Project page: https://bevfusion.mit.edu 

   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Lite Pose: Efficient Architecture Design for 2D Human Pose Estimation


May 03, 2022
Yihan Wang, Muyang Li, Han Cai, Wei-Ming Chen, Song Han

Add code

* IEEE / CVF Computer Vision and Pattern Recognition Conference (CVPR) 2022 
* 11 pages 

   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

PVNAS: 3D Neural Architecture Search with Point-Voxel Convolution


Apr 26, 2022
Zhijian Liu, Haotian Tang, Shengyu Zhao, Kevin Shao, Song Han

Add code

* Journal extension of arXiv:1907.03739 and arXiv:2007.16100 (IEEE TPAMI, 2021). The first two authors contributed equally to this work 

   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Enable Deep Learning on Mobile Devices: Methods, Systems, and Applications


Apr 25, 2022
Han Cai, Ji Lin, Yujun Lin, Zhijian Liu, Haotian Tang, Hanrui Wang, Ligeng Zhu, Song Han

Add code

* ACM Transactions on Design Automation of Electronic Systems (TODAES), Volume 27, Issue 3, Article 20, Page 1-50, 2021 
* Journal preprint (ACM TODAES, 2021). The first seven authors contributed equally to this work and are listed in the alphabetical order 

   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

TorchSparse: Efficient Point Cloud Inference Engine


Apr 21, 2022
Haotian Tang, Zhijian Liu, Xiuyu Li, Yujun Lin, Song Han

Add code

* MLSys 2022. The first three authors contributed equally to this work. Project page: https://torchsparse.mit.edu 

   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

On-chip QNN: Towards Efficient On-Chip Training of Quantum Neural Networks


Feb 26, 2022
Hanrui Wang, Zirui Li, Jiaqi Gu, Yongshan Ding, David Z. Pan, Song Han

Add code

* Published as a conference paper in DAC 2022; 7 pages, 8 figures; open-source at https://github.com/mit-han-lab/torchquantum 

   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

AET-SGD: Asynchronous Event-triggered Stochastic Gradient Descent


Dec 27, 2021
Nhuong Nguyen, Song Han

Add code

* 13 pages 

   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

VISTA 2.0: An Open, Data-driven Simulator for Multimodal Sensing and Policy Learning for Autonomous Vehicles


Nov 23, 2021
Alexander Amini, Tsun-Hsuan Wang, Igor Gilitschenski, Wilko Schwarting, Zhijian Liu, Song Han, Sertac Karaman, Daniela Rus

Add code

* First two authors contributed equally. Code and project website is available here: https://vista.csail.mit.edu 

   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

MCUNetV2: Memory-Efficient Patch-based Inference for Tiny Deep Learning


Oct 28, 2021
Ji Lin, Wei-Ming Chen, Han Cai, Chuang Gan, Song Han

Add code


   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email
<<
1
2
3
4
5
6
7
8
>>