Hao Sheng

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All published works

Action	Title	Year	Authors
+ PDF Chat	EVA-S3PC: Efficient, Verifiable, Accurate Secure Matrix Multiplication Protocol Assembly and Its Application in Regression	2024	S. Andrew Peng Tianrui Liu Terence Tao D.X. Zhao Hao Sheng Haogang Zhu
+ PDF Chat	NTIRE 2023 Challenge on Light Field Image Super-Resolution: Dataset, Methods and Results	2023	Yingqian Wang Longguang Wang Zhengyu Liang Jungang Yang Radu Timofte Yulan Guo Kai Jin Zeqiang Wei Angulia Yang Sha Guo
+ PDF Chat	A Distributed Privacy-Preserving Learning Dynamics in General Social Networks	2023	Youming Tao Shuzhen Chen Feng Li Dongxiao Yu Jiguo Yu Hao Sheng
+	Detecting Neighborhood Gentrification at Scale via Street-level Visual Data	2023	Tianyuan Huang Timothy Dai Zhecheng Wang Hesu Yoon Hao Sheng Andrew Y. Ng Ram Rajagopal Jackelyn Hwang
+ PDF Chat	Detecting Neighborhood Gentrification at Scale via Street-level Visual Data	2022	Tianyuan Huang Timothy Dai Zhecheng Wang Hesu Yoon Hao Sheng Andrew Y. Ng Ram Rajagopal Jackelyn Hwang
+	Extracting Built Environment Features for Planning Research with Computer Vision: A Review and Discussion of State-of-the-Art Approaches	2022	Meiqing Li Hao Sheng
+ PDF Chat	Surveilling Surveillance: Estimating the Prevalence of Surveillance Cameras with Street View Data	2021	Hao Sheng Keniel Yao Sharad Goel
+	Multi-Task Time Series Forecasting With Shared Attention	2021	Zekai Chen E Jiaze Xiao Zhang Hao Sheng Xiuzheng Cheng
+	Surveilling Surveillance: Estimating the Prevalence of Surveillance Cameras with Street View Data	2021	Hao Sheng Keniel Yao Sharad Goel
+	Learning Neighborhood Representation from Multi-Modal Multi-Graph: Image, Text, Mobility Graph and Beyond	2021	Tianyuan Huang Zhecheng Wang Hao Sheng Andrew Y. Ng Ram Rajagopal
+	Probability Paths and the Structure of Predictions over Time	2021	Zhiyuan Lin Hao Sheng Sharad Goel
+	ForestNet: Classifying Drivers of Deforestation in Indonesia using Deep Learning on Satellite Imagery	2020	Jeremy Irvin Hao Sheng Neel Ramachandran Sonja Johnson-Yu Sharon Zhou Kyle Story Rose Rustowicz C. W. Elsworth Kemen Austin Andrew Y. Ng
+ PDF Chat	OGNet: Towards a Global Oil and Gas Infrastructure Database using Deep Learning on Remotely Sensed Imagery	2020	Hao Sheng Jeremy Irvin Sasankh Munukutla Shawn Zhang Christopher T. Cross Kyle Story Rose Rustowicz C. W. Elsworth Zutao Yang Mark Omara
+	ForestNet: Classifying Drivers of Deforestation in Indonesia using Deep Learning on Satellite Imagery	2020	Jeremy Irvin Hao Sheng Neel Ramachandran Sonja Johnson-Yu Sharon Zhou Kyle Story Rose Rustowicz C. W. Elsworth Kemen Austin Andrew Y. Ng
+ PDF Chat	Multi-Task Time Series Forecasting With Shared Attention	2020	Zekai Chen E Jiaze Xiao Zhang Hao Sheng Xiuzheng Cheng
+ PDF Chat	Effective Data Fusion with Generalized Vegetation Index: Evidence from Land Cover Segmentation in Agriculture	2020	Hao Sheng Xiao Chen Jingyi Su Ram Rajagopal Andrew Y. Ng
+ PDF	The 1st Agriculture-Vision Challenge: Methods and Results	2020	Mang Tik Chiu Xingqian Xu Kai Wang Jennifer Hobbs Naira Hovakimyan Thomas S. Huang Humphrey Shi Yunchao Wei Zilong Huang Alexander G. Schwing
+	The 1st Agriculture-Vision Challenge: Methods and Results	2020	Mang Tik Chiu Xingqian Xu Kai Wang Jennifer Hobbs Naira Hovakimyan Thomas S. Huang Humphrey Shi Yunchao Wei Zilong Huang Alexander G. Schwing
+	Effective Data Fusion with Generalized Vegetation Index: Evidence from Land Cover Segmentation in Agriculture	2020	Hao Sheng Xiao Chen Jingyi Su Ram Rajagopal Andrew Y. Ng
+	Short-Term Solar Irradiance Forecasting Using Calibrated Probabilistic Models	2020	Eric Zelikman Sharon Zhou Jeremy Irvin Cooper Raterink Hao Sheng Jack Kelly Ram Rajagopal Andrew Y. Ng David John Gagne
+	OGNet: Towards a Global Oil and Gas Infrastructure Database using Deep Learning on Remotely Sensed Imagery	2020	Hao Sheng Jeremy Irvin Sasankh Munukutla Shawn Zhang Christopher T. Cross Kyle Story Rose Rustowicz C. W. Elsworth Zutao Yang Mark Omara
+	AGenT Zero: Zero-shot Automatic Multiple-Choice Question Generation for Skill Assessments	2020	Eric Li Jingyi Su Hao Sheng L. Wai
+	ForestNet: Classifying Drivers of Deforestation in Indonesia using Deep Learning on Satellite Imagery	2020	Jeremy Irvin Hao Sheng Neel Ramachandran Sonja Johnson-Yu Sharon Zhou Kyle Story Rose Rustowicz C. W. Elsworth Kemen Austin Andrew Y. Ng
+	Generic Multiview Visual Tracking	2019	Minye Wu Haibin Ling Ning Bi Shenghua Gao Hao Sheng Jingyi Yu
+	INVERSE SCATTERING TRANSFORMATION FOR THE VARIABLE COEFFICIENT SINE-GORDON TYPE EQUATION	1994	Hao Sheng

Common Coauthors

Coauthor	Papers Together
Andrew Y. Ng	13
Ram Rajagopal	7
Jeremy Irvin	6
C. W. Elsworth	5
Jingyi Su	5
Kyle Story	5
Rose Rustowicz	5
Sharon Zhou	4
Sharad Goel	3
Sonja Johnson-Yu	3
Kemen Austin	3
Zhecheng Wang	3
Tianyuan Huang	3
Van Thong Huynh	2
Alexandre Barbosa	2
Soo-Hyung Kim	2
Ivan Dozier	2
Jackelyn Hwang	2
Sanjay N. Talbar	2
Xiao Chen	2
Hyunseong Park	2
Karen Ghandilyan	2
Prasad Dutande	2
Jennifer Hobbs	2
Yunchao Wei	2
Shaozuo Yu	2
Keniel Yao	2
Mark Omara	2
Xiuzheng Cheng	2
Ritesh Gautam	2
Robert B. Jackson	2
E Jiaze	2
Sasankh Munukutla	2
Rodrigo Trevisan	2
Zutao Yang	2
Naira Hovakimyan	2
Bingchen Zhao	2
Ujjwal Baid	2
Shubham Innani	2
Timothy Dai	2
In Seop Na	2
Alexander G. Schwing	2
Bhakti Baheti	2
Jianyu Tang	2
Mang Tik Chiu	2
Róbert Brunner	2
Hesu Yoon	2
Humphrey Shi	2
Michael Kampffmeyer	2
Wyatt Dozier	2

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+	Rethinking Atrous Convolution for Semantic Image Segmentation	2017	Liang-Chieh Chen George Papandreou Florian Schroff Hartwig Adam	5
+ PDF	Using deep learning and Google Street View to estimate the demographic makeup of neighborhoods across the United States	2017	Timnit Gebru Jonathan Krause Yilun Wang Duyun Chen Jia Deng E Aiden Li Fei-Fei	4
+ PDF Chat	Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation	2018	Liang-Chieh Chen Yukun Zhu George Papandreou Florian Schroff Hartwig Adam	4
+ PDF	Deep Residual Learning for Image Recognition	2016	Kaiming He Xiangyu Zhang Shaoqing Ren Jian Sun	4
+ PDF Chat	Effective Data Fusion with Generalized Vegetation Index: Evidence from Land Cover Segmentation in Agriculture	2020	Hao Sheng Xiao Chen Jingyi Su Ram Rajagopal Andrew Y. Ng	3
+ PDF	Tile2Vec: Unsupervised Representation Learning for Spatially Distributed Data	2019	Neal Jean Sherrie Wang Anshul Samar George Azzari David B. Lobell Stefano Ermon	3
+ PDF Chat	Focal Loss for Dense Object Detection	2017	Tsung-Yi Lin Priya Goyal Ross Girshick Kaiming He Piotr Dollár	3
+	EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks	2019	Mingxing Tan Quoc V. Le	3
+	Agriculture-Vision: A Large Aerial Image Database for Agricultural Pattern Analysis	2020	Mang Tik Chiu Xingqian Xu Yunchao Wei Zilong Huang Alexander G. Schwing Robert J. Brunner Hrant Khachatrian Hovnatan Karapetyan Ivan Dozier Greg Rose	2
+	Multi-Task Learning for Classification with Dirichlet Process Priors	2007	Ya Xue Xuejun Liao Lawrence Carin Balaji Krishnapuram	2
+ PDF Chat	CCNet: Criss-Cross Attention for Semantic Segmentation	2019	Zilong Huang Xinggang Wang Lichao Huang Chang Huang Yunchao Wei Wenyu Liu	2
+	DeepAR: Probabilistic forecasting with autoregressive recurrent networks	2019	David Salinas Valentín Flunkert Jan Gasthaus Tim Januschowski	2
+	Temporal Fusion Transformers for Interpretable Multi-horizon Time Series Forecasting	2019	Bryan Lim Sercan Ö. Arık Nicolas Loeff Tomas Pfister	2
+ PDF	Urban2Vec: Incorporating Street View Imagery and POIs for Multi-Modal Urban Neighborhood Embedding	2020	Zhecheng Wang Haoyuan Li Ram Rajagopal	2
+ PDF	Differential Treatment for Stuff and Things: A Simple Unsupervised Domain Adaptation Method for Semantic Segmentation	2020	Zhonghao Wang Mo Yu Yunchao Wei Rogério Feris Jinjun Xiong Wen‐mei Hwu Thomas S. Huang Humphrey Shi	2
+ PDF Chat	Cyclical Learning Rates for Training Neural Networks	2017	Leslie N. Smith	2
+	Attention is All you Need	2017	Ashish Vaswani Noam Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan N. Gomez Łukasz Kaiser Illia Polosukhin	2
+ PDF	Transfer Learning from Deep Features for Remote Sensing and Poverty Mapping	2016	Sang Michael Xie Neal Jean Marshall Burke David B. Lobell Stefano Ermon	2
+ PDF Chat	Residual Dense Network for Image Super-Resolution	2018	Yulun Zhang Yapeng Tian Yu Kong Bineng Zhong Yun Fu	2
+ PDF Chat	Squeeze-and-Excitation Networks	2019	Jie Hu Li Shen Samuel Albanie Gang Sun Enhua Wu	2
+ PDF	Weakly Supervised Scene Parsing with Point-Based Distance Metric Learning	2019	Rui Qian Yunchao Wei Humphrey Shi Jiachen Li Jiaying Liu Thomas S. Huang	2
+	Meta Multi-Task Learning for Sequence Modeling	2018	Junkun Chen Xipeng Qiu Pengfei Liu Xuanjing Huang	2
+	Empirical Evaluation of Gated Recurrent Neural Networks on Sequence Modeling	2014	Jun‐Young Chung Çaǧlar Gülçehre Kyunghyun Cho Yoshua Bengio	2
+	Neural Machine Translation by Jointly Learning to Align and Translate	2015	Dzmitry Bahdanau Kyunghyun Cho Yoshua Bengio	2
+	Neural Machine Translation by Jointly Learning to Align and Translate	2014	Dzmitry Bahdanau Kyunghyun Cho Yoshua Bengio	2
+	Enhancing the Locality and Breaking the Memory Bottleneck of Transformer on Time Series Forecasting	2019	Shiyang Li Xiaoyong Jin Yao Xuan Xiyou Zhou Wenhu Chen Yu-Xiang Wang Xifeng Yan	2
+	Absolute Radiation Measurement in Venus and Mars Entry Conditions	2012	Brett A. Cruden Dinesh Prabhu Ramon Martinez	2
+ PDF Chat	SPGNet: Semantic Prediction Guidance for Scene Parsing	2019	Bowen Cheng Liang-Chieh Chen Yunchao Wei Yukun Zhu Zilong Huang Jinjun Xiong Thomas S. Huang Wen‐mei Hwu Humphrey Shi Uiuc Uiuc	2
+	Tree-Guided Group Lasso for Multi-Task Regression with Structured Sparsity	2010	Se Young Kim Eric P. Xing	2
+	Instance Normalization: The Missing Ingredient for Fast Stylization	2016	Dmitry Ulyanov Andrea Vedaldi Victor Lempitsky	2
+	Recurrent neural network for text classification with multi-task learning	2016	Pengfei Liu Xipeng Qiu Xuanjing Huang	2
+	Differentiable Learning-to-Normalize via Switchable Normalization	2018	Ping Luo Jiamin Ren Zhanglin Peng Ruimao Zhang Jingyu Li	2
+	Decoupled Weight Decay Regularization	2017	Ilya Loshchilov Frank Hutter	2
+ PDF Chat	MobileNetV2: Inverted Residuals and Linear Bottlenecks	2018	Mark Sandler Andrew Howard Menglong Zhu Andrey Zhmoginov Liang-Chieh Chen	2
+	WaveNet: A Generative Model for Raw Audio	2016	Aäron van den Oord Sander Dieleman Heiga Zen Karen Simonyan Oriol Vinyals Alexander Graves Nal Kalchbrenner Andrew Senior Koray Kavukcuoglu	2
+ PDF Chat	Two at Once: Enhancing Learning and Generalization Capacities via IBN-Net	2018	Xingang Pan Ping Luo Jianping Shi Xiaoou Tang	2
+	EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks	2019	Mingxing Tan Quoc V. Le	2
+	Batch-Instance Normalization for Adaptively Style-Invariant Neural Networks	2018	Hyeonseob Nam Hyoeun Kim	2
+ PDF	Long Short-Term Memory-Networks for Machine Reading	2016	Jianpeng Cheng Li Dong Mirella Lapata	2
+	Diffusion Convolutional Recurrent Neural Network: Data-Driven Traffic Forecasting	2017	Yaguang Li Rose Yu Cyrus Shahabi Yan Liu	2
+	Generating Sequences With Recurrent Neural Networks	2013	Alex Graves	2
+ PDF Chat	ESPNet: Efficient Spatial Pyramid of Dilated Convolutions for Semantic Segmentation	2018	Sachin Mehta Mohammad Rastegari Anat Caspi Linda G. Shapiro Hannaneh Hajishirzi	2
+ PDF Chat	The Cityscapes Dataset for Semantic Urban Scene Understanding	2016	Marius Cordts Mohamed Omran Sebastian Ramos Timo Rehfeld Markus Enzweiler Rodrigo Benenson Uwe Franke Stefan Roth Bernt Schiele	2
+ PDF Chat	Class-Balanced Loss Based on Effective Number of Samples	2019	Yin Cui Menglin Jia Tsung-Yi Lin Yang Song Serge Belongie	2
+	Sequence to Sequence Learning with Neural Networks	2014	Ilya Sutskever Oriol Vinyals Quoc V. Le	2
+ PDF	Effective Approaches to Attention-based Neural Machine Translation	2015	Thang Luong Hieu Pham Christopher D. Manning	2
+ PDF Chat	Revisiting Dilated Convolution: A Simple Approach for Weakly- and Semi-Supervised Semantic Segmentation	2018	Yunchao Wei Huaxin Xiao Humphrey Shi Zequn Jie Jiashi Feng Thomas S. Huang	2
+ PDF Chat	DeepGlobe 2018: A Challenge to Parse the Earth through Satellite Images	2018	İlke Demir Krzysztof Koperski David Lindenbaum Guan Pang Jing Huang Saikat Basu Forest Hughes Devis Tuia Ramesh Raskar	2
+ PDF	DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs	2017	Liang-Chieh Chen George Papandreou Iasonas Kokkinos Kevin Murphy Alan Yuille	2
+	Adam: A Method for Stochastic Optimization	2014	Diederik P. Kingma Jimmy Ba	2