MobileNetV2: Inverted Residuals and Linear Bottlenecks

Mark Sandler, Andrew Howard, Menglong Zhu, +2

Convolutional Neural NetworkScene AnalysisEngineeringMachine LearningMobile Models +15

DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs

Liang-Chieh Chen, George Papandreou, Iasonas Kokkinos, +2

IEEE Transactions on Pattern Analysis and Machine Intelligence

Semantic Image SegmentationConvolutional Neural NetworkScene AnalysisImage AnalysisMachine Learning +13

Rethinking Atrous Convolution for Semantic Image Segmentation

Liang-Chieh Chen, George Papandreou, Florian Schroff, +1

arXiv (Cornell University)

Convolutional Neural NetworkScene AnalysisEngineeringMachine LearningSemantic Image Segmentation +14

Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation

Liang-Chieh Chen, Yukun Zhu, George Papandreou, +2

arXiv (Cornell University)

Convolutional Neural NetworkEngineeringMachine LearningImage AnalysisData Science +17

MobileNetV2: Inverted Residuals and Linear Bottlenecks

Mark Sandler, Andrew Howard, Menglong Zhu, +2

arXiv (Cornell University)

Convolutional Neural NetworkScene AnalysisEngineeringMachine LearningMobile Models +15

Attention to Scale: Scale-Aware Semantic Image Segmentation

Liang-Chieh Chen, Yi Yang, Jiang Wang, +2

Convolutional Neural NetworkEngineeringMachine LearningSemantic Image SegmentationImage Analysis +15

Weakly-and Semi-Supervised Learning of a Deep Convolutional Network for Semantic Image Segmentation

George Papandreou, Liang-Chieh Chen, Kevin Murphy, +1

Convolutional Neural NetworkScene AnalysisEngineeringMachine LearningImage Segmentation Benchmark +17

Auto-DeepLab: Hierarchical Neural Architecture Search for Semantic Image Segmentation

Chenxi Liu, Liang-Chieh Chen, Florian Schroff, +4

Geometric LearningConvolutional Neural NetworkEngineeringMachine LearningSemantic Image Segmentation +15

DetectoRS: Detecting Objects with Recursive Feature Pyramid and Switchable Atrous Convolution

Siyuan Qiao, Liang-Chieh Chen, Alan Yuille

Recursive Feature PyramidConvolutional Neural NetworkEngineeringFeature DetectionImage Analysis +14

Inverted Residuals and Linear Bottlenecks: Mobile Networks for Classification, Detection and Segmentation

Andrew Howard, Andrey Zhmoginov, Liang-Chieh Chen, +2

arXiv (Cornell University)

Mobile NetworksConvolutional Neural NetworkScene AnalysisEngineeringMachine Learning +20