Part-Whole Relational Fusion Towards Multi-Modal Scene Understanding

Deep Residual Learning for Image Recognition

Kaiming He, Xiangyu Zhang, Shaoqing Ren et al. · 2016 · 214.9K citations · Full text

Image Classification, Deep Neural Networks, Machine Vision +14

Fully convolutional networks for semantic segmentation

Jonathan Long, Evan Shelhamer, Trevor Darrell · 2015 · 36.2K citations

Swin Transformer: Hierarchical Vision Transformer using Shifted Windows

Ze Liu, Yutong Lin, Yue Cao et al. · 2021 IEEE/CVF International Conference on Computer Vision (ICCV) · 2021 · 27.9K citations

Swin Transformer, Convolutional Neural Network, Machine Vision +14

Frequency-tuned salient region detection

Radhakrishna Achanta, S.S. Hemami, Francisco Estrada et al. · 2009 IEEE Conference on Computer Vision and Pattern Recognition · 2009 · 4.2K citations · Full text

Scene Analysis, Engineering, Object Segmentation +16

A Tutorial on the Cross-Entropy Method

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Engineering, Information Theory, Entropy +6