Deep Residual Learning for Image Recognition

Kaiming He, Xiangyu Zhang, Shaoqing Ren, +1

Image ClassificationDeep Neural NetworksMachine VisionImage AnalysisMachine Learning +12

ShuffleNet: An Extremely Efficient Convolutional Neural Network for Mobile Devices

Xiangyu Zhang, Xinyu Zhou, Mengxiao Lin, +1

Convolutional Neural NetworkMachine VisionMachine LearningImage AnalysisEngineering +12

YOLOX: Exceeding YOLO Series in 2021

Zheng Ge, Songtao Liu, Feng Wang, +2

arXiv (Cornell University)

Event CameraConvolutional Neural NetworkEngineeringMachine LearningExperienced Improvements +15

RepVGG: Making VGG-style ConvNets Great Again

Xiaohan Ding, Xiangyu Zhang, Ningning Ma, +3

Convolutional Neural NetworkMachine VisionMachine LearningImage AnalysisEngineering +11

ShuffleNet: An Extremely Efficient Convolutional Neural Network for Mobile Devices

Xiangyu Zhang, Xinyu Zhou, Mengxiao Lin, +1

arXiv (Cornell University)

Convolutional Neural NetworkEngineeringMachine LearningMobile DevicesImagenet Classification +14

You Only Look One-level Feature

Qiang Chen, Ying‐Ming Wang, Tong Yang, +3

Convolutional Neural NetworkEngineeringFeature DetectionMachine LearningBiometrics +15

DFANet: Deep Feature Aggregation for Real-Time Semantic Segmentation

Hanchao Li, Pengfei Xiong, Haoqiang Fan, +1

Convolutional Neural NetworkScene AnalysisEngineeringMachine LearningImage Sequence Analysis +14

Objects365: A Large-Scale, High-Quality Dataset for Object Detection

Shuai Shao, Zeming Li, Tianyuan Zhang, +5

Convolutional Neural NetworkImage AnalysisMachine VisionData ScienceMachine Learning +11

Repulsion Loss: Detecting Pedestrians in a Crowd

Xinlong Wang, Tete Xiao, Yuning Jiang, +3

Crowd SimulationScene AnalysisEngineeringMachine LearningRepulsion Term +15

MetaPruning: Meta Learning for Automatic Neural Network Channel Pruning

Zechun Liu, Haoyuan Mu, Xiangyu Zhang, +4

Artificial IntelligenceConvolutional Neural NetworkMeta-learning (Computer Science)EngineeringMachine Learning +11