RepVGG: Making VGG-style ConvNets Great Again

Xiaohan Ding, Xiangyu Zhang, Ningning Ma, +3

Convolutional Neural NetworkMachine VisionMachine LearningImage AnalysisEngineering +11

ACNet: Strengthening the Kernel Skeletons for Powerful CNN via Asymmetric Convolution Blocks

Xiaohan Ding, Yuchen Guo, Guiguang Ding, +1

Convolutional Neural NetworkEngineeringMachine LearningAsymmetric Convolutional NetworkPowerful Cnn +15

Diverse Branch Block: Building a Convolution as an Inception-like Unit

Xiaohan Ding, Xiangyu Zhang, Jungong Han, +1

Geometric LearningConvolutional Neural NetworkMachine VisionMachine LearningData Science +11

Centripetal SGD for Pruning Very Deep Convolutional Networks With Complicated Structure

Xiaohan Ding, Guiguang Ding, Yuchen Guo, +1

Convolutional Neural NetworkImage AnalysisMachine LearningEngineeringPattern Recognition +12

ResRep: Lossless CNN Pruning via Decoupling Remembering and Forgetting

Xiaohan Ding, Tianxiang Hao, Jianchao Tan, +4

2021 IEEE/CVF International Conference on Computer Vision (ICCV)

Convolutional Neural NetworkEngineeringMachine LearningData ScienceSparse Neural Network +12

Global Sparse Momentum SGD for Pruning Very Deep Neural Networks

Xiaohan Ding, Guiguang Ding, Xiangxin Zhou, +3

arXiv (Cornell University)

Artificial IntelligenceModel OptimizationDeep Model CompressionDeep Neural NetworksEngineering +13

Auto-Balanced Filter Pruning for Efficient Convolutional Neural Networks

Xiaohan Ding, Guiguang Ding, Jungong Han, +1

Proceedings of the AAAI Conference on Artificial Intelligence

Convolutional Neural NetworkMachine VisionMachine LearningEngineeringPattern Recognition +11

ACNet: Strengthening the Kernel Skeletons for Powerful CNN via Asymmetric Convolution Blocks

Xiaohan Ding, Yuchen Guo, Guiguang Ding, +1

arXiv (Cornell University)

Convolutional Neural NetworkEngineeringMachine LearningAsymmetric Convolutional NetworkPowerful Cnn +15

RepMLPNet: Hierarchical Vision MLP with Re-parameterized Locality

Xiaohan Ding, Honghao Chen, Xiangyu Zhang, +2

2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Geometric LearningConvolutional Neural NetworkEngineeringMachine LearningImage Analysis +16

RepMLP: Re-parameterizing Convolutions into Fully-connected Layers for Image Recognition

Xiaohan Ding, Chunlong Xia, Xiangyu Zhang, +3

arXiv (Cornell University)

Convolutional Neural NetworkEngineeringMachine LearningNeural NetworkLocal Prior +14