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gptkbp:instanceOf
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gptkb:convolutional_neural_network
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gptkbp:alsoKnownAs
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gptkb:ResNet
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gptkbp:architecture
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gptkb:convolutional_neural_network
Feedforward Neural Network
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gptkbp:citation
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Over 100,000
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gptkbp:component
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gptkb:Residual_Block
gptkb:Skip_Connection
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gptkbp:enables
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Training of Very Deep Networks
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gptkbp:features
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Ease of Optimization
Identity Mapping
Mitigates Vanishing Gradient
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gptkbp:hasConcept
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gptkb:Residual_Learning
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https://www.w3.org/2000/01/rdf-schema#label
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Residual Network
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gptkbp:inspiredBy
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gptkb:U-Net
gptkb:DenseNet
gptkb:Highway_Network
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gptkbp:introduced
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gptkb:Deep_Residual_Learning_for_Image_Recognition
gptkb:Shaoqing_Ren
gptkb:Xiangyu_Zhang
gptkb:Jian_Sun
gptkb:Kaiming_He
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gptkbp:introducedIn
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2015
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gptkbp:notableVariant
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gptkb:ResNet-101
gptkb:ResNet-152
gptkb:ResNet-18
gptkb:ResNet-34
gptkb:ResNet-50
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gptkbp:openSource
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gptkb:TensorFlow
gptkb:Keras
gptkb:PyTorch
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gptkbp:outperformed
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gptkb:VGGNet
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gptkbp:relatedTo
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gptkb:Dropout
Batch Normalization
Backpropagation
Activation Functions
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gptkbp:solvedBy
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Degradation Problem
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gptkbp:usedFor
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gptkb:Speech_Recognition
Object Detection
Face Recognition
Image Classification
Semantic Segmentation
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gptkbp:usedIn
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gptkb:Medical_Imaging
gptkb:Natural_Language_Processing
gptkb:GANs
gptkb:Reinforcement_Learning
Video Analysis
Autonomous Driving
Super-Resolution
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gptkbp:won
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gptkb:ILSVRC_2015_Classification_Task
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gptkbp:bfsParent
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gptkb:ResNet
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gptkbp:bfsLayer
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6
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