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Hao Sheng
Hao Sheng
Machine Learning Engineer, Apple
在 hsheng.org 的电子邮件经过验证 - 首页
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MathBot: a personalized conversational agent for learning math
W Cai, J Grossman, Z Lin, H Sheng, J Tian, Z Wei, JJ Williams, S Goel
Published to ACM, 2019
57*2019
Forestnet: Classifying drivers of deforestation in indonesia using deep learning on satellite imagery
J Irvin, H Sheng, N Ramachandran, S Johnson-Yu, S Zhou, K Story, ...
arXiv preprint arXiv:2011.05479, 2020
522020
Effective data fusion with generalized vegetation index: Evidence from land cover segmentation in agriculture
H Sheng, X Chen, J Su, R Rajagopal, A Ng
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2020
452020
MathBot: Transforming online resources for learning math into conversational interactions
J Grossman, Z Lin, H Sheng, JTZ Wei, JJ Williams, S Goel
AAAI 2019 Story-Enabled Intelligence, 2019
432019
The 1st agriculture-vision challenge: Methods and results
MT Chiu, X Xu, K Wang, J Hobbs, N Hovakimyan, TS Huang, H Shi
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020
312020
Short-term solar irradiance forecasting using calibrated probabilistic models
E Zelikman, S Zhou, J Irvin, C Raterink, H Sheng, A Avati, J Kelly, ...
arXiv preprint arXiv:2010.04715, 2020
212020
Surveilling surveillance: Estimating the prevalence of surveillance cameras with street view data
H Sheng, K Yao, S Goel
Proceedings of the 2021 AAAI/ACM Conference on AI, Ethics, and Society, 221-230, 2021
182021
Marked crosswalks in US transit-oriented station areas, 2007–2020: A computer vision approach using street view imagery
M Li, H Sheng, J Irvin, H Chung, A Ying, T Sun, AY Ng, DA Rodriguez
Environment and Planning B: Urban Analytics and City Science 50 (2), 350-369, 2023
162023
Ognet: Towards a global oil and gas infrastructure database using deep learning on remotely sensed imagery
H Sheng, J Irvin, S Munukutla, S Zhang, C Cross, K Story, R Rustowicz, ...
arXiv preprint arXiv:2011.07227, 2020
162020
Learning neighborhood representation from multi-modal multi-graph: Image, text, mobility graph and beyond
T Huang, Z Wang, H Sheng, AY Ng, R Rajagopal
arXiv preprint arXiv:2105.02489, 2021
92021
M3G: Learning urban neighborhood representation from multi-modal multi-graph
T Huang, Z Wang, H Sheng, AY Ng, R Rajagopal
Proceedings of the DeepSpatial 2021, 2nd, 2021
72021
ForestNet: Classifying Drivers of Deforestation in Indonesia using Deep Learning on Satellite Imagery.” arXiv. doi: 10.48550
J Irvin, H Sheng, N Ramachandran, S Johnson-Yu
arXiv, 2011
52011
Extracting built environment features for planning research with computer vision: a review and discussion of state-of-the-art approaches
M Li, H Sheng
arXiv preprint arXiv:2201.12693, 2022
42022
Forestnet: Classifying drivers of deforestation in indonesia using deep learning on satellite imagery. arXiv 2020
J Irvin, H Sheng, N Ramachandran, S Johnson-Yu, S Zhou, K Story, ...
arXiv preprint arXiv:2011.05479, 0
4
Detecting neighborhood gentrification at scale via street-level visual data
T Huang, T Dai, Z Wang, H Yoon, H Sheng, AY Ng, R Rajagopal, ...
2022 IEEE International Conference on Big Data (Big Data), 1632-1640, 2022
32022
AGenT Zero: Zero-shot Automatic Multiple-Choice Question Generation for Skill Assessments
E Li, J Su, H Sheng, L Wai
arXiv preprint arXiv:2012.01186, 2020
12020
Automatic deforestation driver attribution using deep learning on satellite imagery
N Ramachandran, J Irvin, H Sheng, S Johnson-Yu, K Story, R Rustowicz, ...
Global Environmental Change 86, 102843, 2024
2024
A System for Automated Vehicle Damage Localization and Severity Estimation Using Deep Learning
Y Ma, H Ghanbari, T Huang, J Irvin, O Brady, S Zalouk, H Sheng, A Ng, ...
IEEE Transactions on Intelligent Transportation Systems, 2023
2023
Probability paths and the structure of predictions over time
ZJ Lin, H Sheng, S Goel
Advances in Neural Information Processing Systems 34, 15098-15110, 2021
2021
Towards global mapping of oil and gas infrastructure for MethaneSAT source attribution
M Omara, R Gautam, K Meisenhelder, A Franco, J Benmergui, ...
AGU Fall Meeting Abstracts 2021, B32E-06, 2021
2021
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