EIE: Efficient Inference Engine on Compressed Deep Neural Network
Song Han, Xingyu Liu, Huizi Mao, Jing Pu, Pedram, Ardavan, Horowitz, Mark A., Dally, William J.
Published in 2016 ACM/IEEE 43rd Annual International Symposium on Computer Architecture (ISCA) (01.06.2016)
Published in 2016 ACM/IEEE 43rd Annual International Symposium on Computer Architecture (ISCA) (01.06.2016)
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Conference Proceeding
Towards Real-Time Object Detection on Embedded Systems
Mao, Huizi, Yao, Song, Tang, Tianqi, Li, Boxun, Yao, Jun, Wang, Yu
Published in IEEE transactions on emerging topics in computing (01.07.2018)
Published in IEEE transactions on emerging topics in computing (01.07.2018)
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Journal Article
Exploring the Granularity of Sparsity in Convolutional Neural Networks
Huizi Mao, Song Han, Pool, Jeff, Wenshuo Li, Xingyu Liu, Yu Wang, Dally, William J.
Published in 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (01.07.2017)
Published in 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (01.07.2017)
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Conference Proceeding
Real-time object detection towards high power efficiency
Jincheng Yu, Kaiyuan Guo, Yiming Hu, Xuefei Ning, Jiantao Qiu, Huizi Mao, Song Yao, Tianqi Tang, Boxun Li, Yu Wang, Huazhong Yang
Published in 2018 Design, Automation & Test in Europe Conference & Exhibition (DATE) (01.03.2018)
Published in 2018 Design, Automation & Test in Europe Conference & Exhibition (DATE) (01.03.2018)
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Conference Proceeding
A Delay Metric for Video Object Detection: What Average Precision Fails to Tell
Mao, Huizi, Yang, Xiaodong, Dally, Bill
Published in 2019 IEEE/CVF International Conference on Computer Vision (ICCV) (01.10.2019)
Published in 2019 IEEE/CVF International Conference on Computer Vision (ICCV) (01.10.2019)
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Conference Proceeding
Rebooting Computing and Low-Power Image Recognition Challenge
Yung-Hsiang Lu, Kadin, Alan M., Berg, Alexander C., Conte, Thomas M., DeBenedictis, Erik P., Garg, Rachit, Gingade, Ganesh, Hoang, Bichlien, Yongzhen Huang, Boxun Li, Jingyu Liu, Wei Liu, Huizi Mao, Junran Peng, Tianqi Tang, Track, Elie K., Jingqiu Wang, Tao Wang, Yu Wang, Jun Yao
Published in 2015 IEEE/ACM International Conference on Computer-Aided Design (ICCAD) (01.11.2015)
Published in 2015 IEEE/ACM International Conference on Computer-Aided Design (ICCAD) (01.11.2015)
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Conference Proceeding
BEVFusion: Multi-Task Multi-Sensor Fusion with Unified Bird's-Eye View Representation
Liu, Zhijian, Tang, Haotian, Amini, Alexander, Yang, Xinyu, Mao, Huizi, Rus, Daniela L., Han, Song
Published in 2023 IEEE International Conference on Robotics and Automation (ICRA) (29.05.2023)
Published in 2023 IEEE International Conference on Robotics and Automation (ICRA) (29.05.2023)
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Conference Proceeding
BEVFusion: Multi-Task Multi-Sensor Fusion with Unified Bird's-Eye View Representation
Liu, Zhijian, Tang, Haotian, Amini, Alexander, Yang, Xinyu, Mao, Huizi, Rus, Daniela, Song, Han
Published in arXiv.org (01.09.2024)
Published in arXiv.org (01.09.2024)
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Paper
Journal Article
A Delay Metric for Video Object Detection: What Average Precision Fails to Tell
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Paper
Journal Article
VILA: On Pre-training for Visual Language Models
Lin, Ji, Yin, Hongxu, Wei, Ping, Lu, Yao, Molchanov, Pavlo, Tao, Andrew, Mao, Huizi, Kautz, Jan, Shoeybi, Mohammad, Song, Han
Published in arXiv.org (16.05.2024)
Published in arXiv.org (16.05.2024)
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Paper
Journal Article
Retrospective: EIE: Efficient Inference Engine on Sparse and Compressed Neural Network
Song, Han, Liu, Xingyu, Mao, Huizi, Pu, Jing, Pedram, Ardavan, Horowitz, Mark A, Dally, William J
Published in arXiv.org (15.06.2023)
Published in arXiv.org (15.06.2023)
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Paper
Journal Article
CaTDet: Cascaded Tracked Detector for Efficient Object Detection from Video
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Paper
Journal Article
PatchNet -- Short-range Template Matching for Efficient Video Processing
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Paper
Journal Article