SCA-PVNet: Self-and-cross attention based aggregation of point cloud and multi-view for 3D object retrieval

Deep Residual Learning for Image Recognition

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Image Classification, Deep Neural Networks, Machine Vision +14

ImageNet classification with deep convolutional neural networks

Alex Krizhevsky, Ilya Sutskever, Geoffrey E. Hinton · Communications of the ACM · 2017 · 75.5K citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +19

Dynamic Graph CNN for Learning on Point Clouds

Yue Wang, Yongbin Sun, Ziwei Liu et al. · ACM Transactions on Graphics · 2019 · 6.4K citations · Full text

Geometric Learning, Convolutional Neural Network, Engineering +19

VoxNet: A 3D Convolutional Neural Network for real-time object recognition

Daniel Maturana, Sebastian Scherer · 2015 · 3.5K citations

Convolutional Neural Network, Engineering, Machine Learning +19

Multi-view Convolutional Neural Networks for 3D Shape Recognition

Hang Su, Subhransu Maji, Evangelos Kalogerakis et al. · 2015 · 3.3K citations

Geometric Modeling, 3D Computer Vision, Shape Recognition +15