Deep Residual Learning for Image Recognition

Kaiming He, Xiangyu Zhang, Shaoqing Ren, +1

Image ClassificationDeep Neural NetworksMachine VisionImage AnalysisMachine Learning +12

Densely Connected Convolutional Networks

Gao Huang, Zhuang Liu, Laurens van der Maaten, +1

Geometric LearningConvolutional Neural NetworkEngineeringMachine LearningDense Convolutional Network +14

Rethinking the Inception Architecture for Computer Vision

Christian Szegedy, Vincent Vanhoucke, Sergey Ioffe, +2

Convolutional Neural NetworkEngineeringMachine LearningInception ArchitectureImage Classification +15

Xception: Deep Learning with Depthwise Separable Convolutions

François Chollet

Convolutional Neural NetworkEngineeringMachine LearningInception ModulesImage Analysis +14

ShuffleNet: An Extremely Efficient Convolutional Neural Network for Mobile Devices

Xiangyu Zhang, Xinyu Zhou, Mengxiao Lin, +1

Convolutional Neural NetworkMachine VisionMachine LearningImage AnalysisEngineering +12

Face2Face: Real-Time Face Capture and Reenactment of RGB Videos

Justus Thies, Michael Zollhöfer, Marc Stamminger, +1

Face DetectionFacial Recognition SystemMachine VisionImage AnalysisTarget Video +12

OpenFace 2.0: Facial Behavior Analysis Toolkit

Tadas Baltrušaitis, Amir Zadeh, Yao Chong Lim, +1

EngineeringMachine LearningBiometricsSocial SciencesFace Detection +16

MesoNet: a Compact Facial Video Forgery Detection Network

Darius Afchar, Vincent Nozick, Junichi Yamagishi, +1

EngineeringMachine LearningBiometricsInformation ForensicsImage Forensics +14

Celeb-DF: A Large-Scale Challenging Dataset for DeepFake Forensics

Yuezun Li, Xin Yang, Pu Sun, +2

EngineeringMachine LearningBiometricsInformation ForensicsLarge-scale Datasets +18

Deferred neural rendering

Justus Thies, Michael Zollhöfer, Matthias Nießner

ACM Transactions on Graphics

Realistic RenderingEngineeringMachine LearningStyle TransferImage Analysis +15