Going deeper with convolutions

Christian Szegedy, Wei Liu, Yangqing Jia, +6

Image ClassificationDeep Neural NetworksImage AnalysisMachine LearningData Science +13

Caffe

Yangqing Jia, Evan Shelhamer, Jeff Donahue, +5

Convolutional Neural NetworkMachine VisionMachine LearningData ScienceImage Analysis +12

TensorFlow: Large-Scale Machine Learning on Heterogeneous Distributed Systems

Martı́n Abadi, Ashish Agarwal, Paul Barham, +36

arXiv (Cornell University)

Artificial IntelligenceEngineeringMachine LearningMachine Learning ToolAi Foundation +14

Caffe: Convolutional Architecture for Fast Feature Embedding

Yangqing Jia, Evan Shelhamer, Jeff Donahue, +5

arXiv (Cornell University)

Convolutional Neural NetworkEngineeringMachine LearningMachine Learning ToolImage Analysis +14

DeCAF: A Deep Convolutional Activation Feature for Generic Visual Recognition

Jeff Donahue, Yangqing Jia, Oriol Vinyals, +4

arXiv (Cornell University)

Convolutional Neural NetworkEngineeringMachine LearningGeneric Visual RecognitionImage Classification +15

Accurate, Large Minibatch SGD: Training ImageNet in 1 Hour

Priya Goyal, Piotr Dollár, Ross Girshick, +6

arXiv (Cornell University)

Sgd Minibatch SizeConvolutional Neural NetworkMachine VisionMachine LearningData Science +11

Going Deeper with Convolutions

Christian Szegedy, Wei Liu, Yangqing Jia, +6

arXiv (Cornell University)

Image ClassificationDeep Neural NetworksMachine VisionMachine LearningData Science +13

FBNet: Hardware-Aware Efficient ConvNet Design via Differentiable Neural Architecture Search

Kurt Keutzer, Xiaoliang Dai, Peizhao Zhang, +6

Artificial IntelligenceConvolutional Neural NetworkEngineeringMachine LearningData Science +13

MatchNet: Unifying feature and metric learning for patch-based matching

Xufeng Han, Thomas Leung, Yangqing Jia, +2

Convolutional Neural NetworkEngineeringMachine LearningMetric LearningGraph Matching +17

Applied Machine Learning at Facebook: A Datacenter Infrastructure Perspective

Kim Hazelwood, Sarah Bird, David Brooks, +14

EngineeringMachine LearningMachine Learning PipelinesMachine Learning ToolDistributed Data Analytics +14