Bo Chen

According to our database, Bo Chen authored at least 30 papers between 2008 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

Binary Neural Networks as a general-propose compute paradigm for on-device computer vision.

Guhong Nie, Lirui Xiao, Menglong Zhu, Dongliang Chu, Yue Shen, Peng Li, Kang Yang, Li Du, Bo Chen

CoRR, 2022

2021

MobileDets: Searching for Object Detection Architectures for Mobile Accelerators.

Yunyang Xiong, Hanxiao Liu, Suyog Gupta, Berkin Akin, Gabriel Bender, Yongzhe Wang, Pieter-Jan Kindermans, Mingxing Tan, Vikas Singh, Bo Chen

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020

MobileDets: Searching for Object Detection Architectures for Mobile Accelerators.

Yunyang Xiong, Hanxiao Liu, Suyog Gupta, Berkin Akin, Gabriel Bender, Pieter-Jan Kindermans, Mingxing Tan, Vikas Singh, Bo Chen

CoRR, 2020

MnasFPN: Learning Latency-Aware Pyramid Architecture for Object Detection on Mobile Devices.

Bo Chen, Golnaz Ghiasi, Hanxiao Liu, Tsung-Yi Lin, Dmitry Kalenichenko, Hartwig Adam, Quoc V. Le

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Can Weight Sharing Outperform Random Architecture Search? An Investigation With TuNAS.

Gabriel Bender, Hanxiao Liu, Bo Chen, Grace Chu, Shuyang Cheng, Pieter-Jan Kindermans, Quoc V. Le

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019

Low-Power Computer Vision: Status, Challenges, and Opportunities.

Sergei Alyamkin, Matthew Ardi, Alexander C. Berg, Achille Brighton, Bo Chen, Yiran Chen, Hsin-Pai Cheng, Zichen Fan, Chen Feng, Bo Fu, Kent Gauen, Abhinav Goel, Alexander Goncharenko, Xuyang Guo, Soonhoi Ha, Andrew Howard, Xiao Hu, Yuanjun Huang, Donghyun Kang, Jaeyoun Kim, Jong-gook Ko, Alexander Kondratyev, Junhyeok Lee, Seungjae Lee, Suwoong Lee, Zichao Li, Zhiyu Liang, Juzheng Liu, Xin Liu, Yang Lu, Yung-Hsiang Lu, Deeptanshu Malik, Hong Hanh Nguyen, Eunbyung Park, Denis Repin, Liang Shen, Tao Sheng, Fei Sun, David Svitov, George K. Thiruvathukal, Baiwu Zhang, Jingchi Zhang, Xiaopeng Zhang, Shaojie Zhuo

IEEE J. Emerg. Sel. Topics Circuits Syst., 2019

Low-Power Computer Vision: Status, Challenges, Opportunities.

Sergei Alyamkin, Matthew Ardi, Alexander C. Berg, Achille Brighton, Bo Chen, Yiran Chen, Hsin-Pai Cheng, Zichen Fan, Chen Feng, Bo Fu, Kent Gauen, Abhinav Goel, Alexander Goncharenko, Xuyang Guo, Soonhoi Ha, Andrew Howard, Xiao Hu, Yuanjun Huang, Donghyun Kang, Jaeyoun Kim, Jong-gook Ko, Alexander Kondratyev, Junhyeok Lee, Seungjae Lee, Suwoong Lee, Zichao Li, Zhiyu Liang, Juzheng Liu, Xin Liu, Yang Lu, Yung-Hsiang Lu, Deeptanshu Malik, Hong Hanh Nguyen, Eunbyung Park, Denis Repin, Liang Shen, Tao Sheng, Fei Sun, David Svitov, George K. Thiruvathukal, Baiwu Zhang, Jingchi Zhang, Xiaopeng Zhang, Shaojie Zhuo

CoRR, 2019

Low Power Inference for On-Device Visual Recognition with a Quantization-Friendly Solution.

Chen Feng, Tao Sheng, Zhiyu Liang, Shaojie Zhuo, Xiaopeng Zhang, Liang Shen, Matthew Ardi, Alexander C. Berg, Yiran Chen, Bo Chen, Kent Gauen, Yung-Hsiang Lu

CoRR, 2019

Searching for MobileNetV3.

Andrew Howard, Ruoming Pang, Hartwig Adam, Quoc V. Le, Mark Sandler, Bo Chen, Weijun Wang, Liang-Chieh Chen, Mingxing Tan, Grace Chu, Vijay Vasudevan, Yukun Zhu

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

MnasNet: Platform-Aware Neural Architecture Search for Mobile.

Mingxing Tan, Bo Chen, Ruoming Pang, Vijay Vasudevan, Mark Sandler, Andrew Howard, Quoc V. Le

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Special Session: 2018 Low-Power Image Recognition Challenge and Beyond.

Matthew Ardi, Alexander C. Berg, Bo Chen, Yen-Kuang Chen, Yiran Chen, Donghyun Kang, Junhyeok Lee, Seungjae Lee, Yang Lu, Yung-Hsiang Lu, Fei Sun

Proceedings of the IEEE International Conference on Artificial Intelligence Circuits and Systems, 2019

2018

2018 Low-Power Image Recognition Challenge.

Sergei Alyamkin, Matthew Ardi, Achille Brighton, Alexander C. Berg, Yiran Chen, Hsin-Pai Cheng, Bo Chen, Zichen Fan, Chen Feng, Bo Fu, Kent Gauen, Jongkook Go, Alexander Goncharenko, Xuyang Guo, Hong Hanh Nguyen, Andrew Howard, Yuanjun Huang, Donghyun Kang, Jaeyoun Kim, Alexander Kondratyev, Seungjae Lee, Suwoong Lee, Junhyeok Lee, Zhiyu Liang, Xin Liu, Juzheng Liu, Zichao Li, Yang Lu, Yung-Hsiang Lu, Deeptanshu Malik, Eunbyung Park, Denis Repin, Tao Sheng, Liang Shen, Fei Sun, David Svitov, George K. Thiruvathukal, Baiwu Zhang, Jingchi Zhang, Xiaopeng Zhang, Shaojie Zhuo

CoRR, 2018

MnasNet: Platform-Aware Neural Architecture Search for Mobile.

Mingxing Tan, Bo Chen, Ruoming Pang, Vijay Vasudevan, Quoc V. Le

CoRR, 2018

NetAdapt: Platform-Aware Neural Network Adaptation for Mobile Applications.

Tien-Ju Yang, Andrew G. Howard, Bo Chen, Xiao Zhang, Alec Go, Vivienne Sze, Hartwig Adam

CoRR, 2018

NetAdapt: Platform-Aware Neural Network Adaptation for Mobile Applications.

Tien-Ju Yang, Andrew G. Howard, Bo Chen, Xiao Zhang, Alec Go, Mark Sandler, Vivienne Sze, Hartwig Adam

Proceedings of the Computer Vision - ECCV 2018, 2018

Quantization and Training of Neural Networks for Efficient Integer-Arithmetic-Only Inference.

Benoit Jacob, Skirmantas Kligys, Bo Chen, Menglong Zhu, Matthew Tang, Andrew G. Howard, Hartwig Adam, Dmitry Kalenichenko

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

MorphNet: Fast & Simple Resource-Constrained Structure Learning of Deep Networks.

Ariel Gordon, Elad Eban, Ofir Nachum, Bo Chen, Hao Wu, Tien-Ju Yang, Edward Choi

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

2017

MorphNet: Fast & Simple Resource-Constrained Structure Learning of Deep Networks.

Ariel Gordon, Elad Eban, Ofir Nachum, Bo Chen, Tien-Ju Yang, Edward Choi

CoRR, 2017

MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications.

Andrew G. Howard, Menglong Zhu, Bo Chen, Dmitry Kalenichenko, Weijun Wang, Tobias Weyand, Marco Andreetto, Hartwig Adam

CoRR, 2017

Seeing into Darkness: Scotopic Visual Recognition.

Bo Chen, Pietro Perona

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

2016

Vision without the Image.

Bo Chen, Pietro Perona

Sensors, 2016

2015

Scotopic Visual Recognition.

Bo Chen, Pietro Perona

Proceedings of the 2015 IEEE International Conference on Computer Vision Workshop, 2015

2014

Learning Fine-Grained Image Similarity with Deep Ranking.

Jiang Wang, Yang Song, Thomas Leung, Chuck Rosenberg, Jingbin Wang, James Philbin, Bo Chen, Ying Wu

Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

Hierarchical Cascade of Classifiers for Efficient Poselet Evaluation.

Bo Chen, Pietro Perona, Lubomir D. Bourdev

Proceedings of the British Machine Vision Conference, 2014

2012

Joint Optimization and Variable Selection of High-dimensional Gaussian Processes.

Bo Chen, Rui M. Castro, Andreas Krause

Proceedings of the 29th International Conference on Machine Learning, 2012

2011

Predicting response time and error rates in visual search.

Bo Chen, Vidhya Navalpakkam, Pietro Perona

Proceedings of the Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 12-14 December 2011, 2011

2010

Inductive Principles for Restricted Boltzmann Machine Learning.

Benjamin M. Marlin, Kevin Swersky, Bo Chen, Nando de Freitas

Proceedings of the Thirteenth International Conference on Artificial Intelligence and Statistics, 2010

On Tracker Selection for Peer-to-Peer Traffic Locality.

Haiyang Wang, Jiangchuan Liu, Bo Chen, Ke Xu, Zhen Ma

Proceedings of the IEEE Tenth International Conference on Peer-to-Peer Computing, 2010

A tutorial on stochastic approximation algorithms for training Restricted Boltzmann Machines and Deep Belief Nets.

Kevin Swersky, Bo Chen, Benjamin M. Marlin, Nando de Freitas

Proceedings of the Information Theory and Applications Workshop, 2010

2008

Human Pose Estimation with Rotated Geometric Blur.

Bo Chen, Nhan Nguyen, Greg Mori

Proceedings of the 9th IEEE Workshop on Applications of Computer Vision (WACV 2008), 2008