Bo Chen

36 papers A* 10A 3Misc 1Journal 17Unranked 5
YearRankTypeTitle / Venue / Authors
2022 J jnl
Binary Neural Networks as a general-propose compute paradigm for on-device computer vision.
CoRR
Guhong Nie, Lirui Xiao, Menglong Zhu, Dongliang Chu, Yue Shen, Peng Li, Kang Yang, Li Du, Bo Chen
2021 A* conf
MobileDets: Searching for Object Detection Architectures for Mobile Accelerators.
CVPR
Yunyang Xiong, Hanxiao Liu, Suyog Gupta, Berkin Akin, Gabriel Bender, Yongzhe Wang, Pieter-Jan Kindermans, Mingxing Tan, Vikas Singh, Bo Chen
2020 A* conf
Can Weight Sharing Outperform Random Architecture Search? An Investigation With TuNAS.
CVPR
Gabriel Bender, Hanxiao Liu, Bo Chen, Grace Chu, Shuyang Cheng, Pieter-Jan Kindermans, Quoc V. Le
2020 J jnl
Can weight sharing outperform random architecture search? An investigation with TuNAS.
CoRR
Gabriel Bender, Hanxiao Liu, Bo Chen, Grace Chu, Shuyang Cheng, Pieter-Jan Kindermans, Quoc Le
2020 A* conf
MnasFPN: Learning Latency-Aware Pyramid Architecture for Object Detection on Mobile Devices.
CVPR
Bo Chen, Golnaz Ghiasi, Hanxiao Liu, Tsung-Yi Lin, Dmitry Kalenichenko, Hartwig Adam, Quoc V. Le
2020 J jnl
MobileDets: Searching for Object Detection Architectures for Mobile Accelerators.
CoRR
Yunyang Xiong, Hanxiao Liu, Suyog Gupta, Berkin Akin, Gabriel Bender, Pieter-Jan Kindermans, Mingxing Tan, Vikas Singh, Bo Chen
2019 J jnl
Low Power Inference for On-Device Visual Recognition with a Quantization-Friendly Solution.
CoRR
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
2019 J jnl
Low-Power Computer Vision: Status, Challenges, Opportunities.
CoRR
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
2019 J jnl
Low-Power Computer Vision: Status, Challenges, and Opportunities.
IEEE J. Emerg. Sel. Topics Circuits Syst.
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
2019 J jnl
MnasFPN: Learning Latency-aware Pyramid Architecture for Object Detection on Mobile Devices.
CoRR
Bo Chen, Golnaz Ghiasi, Hanxiao Liu, Tsung-Yi Lin, Dmitry Kalenichenko, Hartwig Adam, Quoc V. Le
2019 A* conf
MnasNet: Platform-Aware Neural Architecture Search for Mobile.
CVPR
Mingxing Tan, Bo Chen, Ruoming Pang, Vijay Vasudevan, Mark Sandler, Andrew Howard, Quoc V. Le
2019 A* conf
Searching for MobileNetV3.
ICCV
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
2019 J jnl
Searching for MobileNetV3.
CoRR
Andrew Howard, Mark Sandler, Grace Chu, Liang-Chieh Chen, Bo Chen, Mingxing Tan, Weijun Wang, Yukun Zhu, Ruoming Pang, Vijay Vasudevan, Quoc V. Le, Hartwig Adam
2019 — conf
Special Session: 2018 Low-Power Image Recognition Challenge and Beyond.
AICAS
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
2018 J jnl
2018 Low-Power Image Recognition Challenge.
CoRR
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
2018 J jnl
MnasNet: Platform-Aware Neural Architecture Search for Mobile.
CoRR
Mingxing Tan, Bo Chen, Ruoming Pang, Vijay Vasudevan, Quoc V. Le
2018 A* conf
MorphNet: Fast & Simple Resource-Constrained Structure Learning of Deep Networks.
CVPR
Ariel Gordon, Elad Eban, Ofir Nachum, Bo Chen, Hao Wu, Tien-Ju Yang, Edward Choi
2018 — conf
NetAdapt: Platform-Aware Neural Network Adaptation for Mobile Applications.
ECCV (10)
Tien-Ju Yang, Andrew G. Howard, Bo Chen, Xiao Zhang, Alec Go, Mark Sandler, Vivienne Sze, Hartwig Adam
2018 J jnl
NetAdapt: Platform-Aware Neural Network Adaptation for Mobile Applications.
CoRR
Tien-Ju Yang, Andrew G. Howard, Bo Chen, Xiao Zhang, Alec Go, Vivienne Sze, Hartwig Adam
2018 A* conf
Quantization and Training of Neural Networks for Efficient Integer-Arithmetic-Only Inference.
CVPR
Benoit Jacob, Skirmantas Kligys, Bo Chen, Menglong Zhu, Matthew Tang, Andrew G. Howard, Hartwig Adam, Dmitry Kalenichenko
2017 J jnl
MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications.
CoRR
Andrew G. Howard, Menglong Zhu, Bo Chen, Dmitry Kalenichenko, Weijun Wang, Tobias Weyand, Marco Andreetto, Hartwig Adam
2017 J jnl
MorphNet: Fast & Simple Resource-Constrained Structure Learning of Deep Networks.
CoRR
Ariel Gordon, Elad Eban, Ofir Nachum, Bo Chen, Tien-Ju Yang, Edward Choi
2017 J jnl
Quantization and Training of Neural Networks for Efficient Integer-Arithmetic-Only Inference.
CoRR
Benoit Jacob, Skirmantas Kligys, Bo Chen, Menglong Zhu, Matthew Tang, Andrew G. Howard, Hartwig Adam, Dmitry Kalenichenko
2017 A* conf
Seeing into Darkness: Scotopic Visual Recognition.
CVPR
Bo Chen, Pietro Perona
2016 J jnl
Seeing into Darkness: Scotopic Visual Recognition.
CoRR
Bo Chen, Pietro Perona
2016 J jnl
Vision without the Image.
Sensors
Bo Chen, Pietro Perona
2015 — conf
Scotopic Visual Recognition.
ICCV Workshops
Bo Chen, Pietro Perona
2014 A conf
Hierarchical Cascade of Classifiers for Efficient Poselet Evaluation.
BMVC
Bo Chen, Pietro Perona, Lubomir D. Bourdev
2014 A* conf
Learning Fine-Grained Image Similarity with Deep Ranking.
CVPR
Jiang Wang, Yang Song, Thomas Leung, Chuck Rosenberg, Jingbin Wang, James Philbin, Bo Chen, Ying Wu
2014 J jnl
Learning Fine-grained Image Similarity with Deep Ranking.
CoRR
Jiang Wang, Yang Song, Thomas Leung, Chuck Rosenberg, Jingbin Wang, James Philbin, Bo Chen, Ying Wu
2012 A* conf
Joint Optimization and Variable Selection of High-dimensional Gaussian Processes.
ICML
Bo Chen, Rui M. Castro, Andreas Krause
2011 — conf
Predicting response time and error rates in visual search.
NIPS
Bo Chen, Vidhya Navalpakkam, Pietro Perona
2010 Misc conf
A tutorial on stochastic approximation algorithms for training Restricted Boltzmann Machines and Deep Belief Nets.
ITA
Kevin Swersky, Bo Chen, Benjamin M. Marlin, Nando de Freitas
2010 A conf
Inductive Principles for Restricted Boltzmann Machine Learning.
AISTATS
Benjamin M. Marlin, Kevin Swersky, Bo Chen, Nando de Freitas
2010 — conf
On Tracker Selection for Peer-to-Peer Traffic Locality.
Peer-to-Peer Computing
Haiyang Wang, Jiangchuan Liu, Bo Chen, Ke Xu, Zhen Ma
2008 A conf
Human Pose Estimation with Rotated Geometric Blur.
WACV
Bo Chen, Nhan Nguyen, Greg Mori