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Wider or Deeper: Revisiting the ResNet Model for Visual Recognition

Pattern Recognition · 2019 · Vol. 90 · pp. 119–133
Zifeng WuChunhua ShenAnton van den Hengel
Advanced Image and Video Retrieval TechniquesAdvanced Neural Network ApplicationsDomain Adaptation and Few-Shot LearningPascal (unit)Computer scienceResidualSegmentationArtificial intelligenceResidual neural networkPipeline (software)Machine learningContext (archaeology)Enhanced Data Rates for GSM Evolution
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References
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks
IEEE Transactions on Pattern Analysis and Machine Intelligence · 2016 · 52,930 citations
The Pascal Visual Object Classes Challenge: A Retrospective
International Journal of Computer Vision · 2014 · 7,183 citations
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International Journal of Computer Vision · 2015 · 39,683 citations
ImageNet classification with deep convolutional neural networks
Communications of the ACM · 2017 · 75,550 citations
Fully Convolutional Networks for Semantic Segmentation
IEEE Transactions on Pattern Analysis and Machine Intelligence · 2016 · 10,957 citations
DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs
IEEE Transactions on Pattern Analysis and Machine Intelligence · 2017 · 21,645 citations
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