Projection Convolutional Neural Networks for 1-bit CNNs via Discrete Back Propagation

Jiaxin Gu, Ce Li, Baochang Zhang, +4

Proceedings of the AAAI Conference on Artificial Intelligence

Convolutional Neural NetworkEngineeringMachine LearningImage AnalysisData Science +14

Circulant Binary Convolutional Networks: Enhancing the Performance of 1-Bit DCNNs With Circulant Back Propagation

Chunlei Liu, Wenrui Ding, Xin Xia, +5

Convolutional Neural NetworkEngineeringMachine LearningAutoencodersCirculant Back Propagation +15

DIFNet: Boosting Visual Information Flow for Image Captioning

Mingrui Wu, Xuying Zhang, Xiaoshuai Sun, +5

2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

EngineeringMachine LearningLanguage ProcessingRepresentation LearningNatural Language Processing +15

Bayesian Optimized 1-Bit CNNs

Jiaxin Gu, Junhe Zhao, Xiaolong Jiang, +4

Convolutional Neural NetworkImage AnalysisMachine LearningData ScienceMachine Vision +13

One-two-one networks for compression artifacts reduction in remote sensing

Baochang Zhang, Jiaxin Gu, Chen Chen, +4

ISPRS Journal of Photogrammetry and Remote Sensing

Lossy CompressionImage AnalysisEngineeringData ScienceSynthetic Aperture Radar +5

Neoliberalization and inequality: disparities in access to affordable housing in urban Canada 1981–2016

Yushu Zhu, Yue Yuan, Jiaxin Gu, +1

Housing Studies

Housing ManagementSocial SciencesUrban Canada 1981–2016CensusPublic Health +22

Agreeing to Disagree: Choosing Among Eight Topic-Modeling Methods

Qiang Fu, Yufan Zhuang, Jiaxin Gu, +2

Big Data Research

Computational Social ScienceLatent ModelingEngineeringData ScienceTopic Model +6

Does Migration Pay Off?: Returnees, Family Background, and Self-Employment in Rural China

Cary Wu, Qiang Fu, Jiaxin Gu, +1

Project Muse (Johns Hopkins University)

Human MigrationMigration PolicyEconomicsLabor MigrationGlobal Migration +10

Live like mosquitoes: <i>Hukou</i>, rural–urban disparity, and depression

Qiang Fu, Cary Wu, Liu Heqing, +2

Chinese Journal of Sociology

Urban HealthRural ResidentsSocial Determinants Of HealthMental HealthSocial Sciences +22

Projection Convolutional Neural Networks for 1-bit CNNs via Discrete Back Propagation

Jiaxin Gu, Ce Li, Baochang Zhang, +4

arXiv (Cornell University)