Standout Papers

DeepLab: Semantic Image Segmentation with Dee... 2007 2026 2013 2019 11.5k
  1. DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs (2017)
    Liang-Chieh Chen, George Papandreou et al. IEEE Transactions on Pattern Analysis and Machine Intelligence
  2. LabelMe: A Database and Web-Based Tool for Image Annotation (2007)
    Bryan Russell, Antonio Torralba et al. International Journal of Computer Vision
  3. A Review of Relational Machine Learning for Knowledge Graphs (2015)
    Maximilian Nickel, Kevin Murphy et al. Proceedings of the IEEE

Immediate Impact

13 by Nobel laureates 29 from Science/Nature 121 standout
Sub-graph 1 of 21

Citing Papers

A broadband hyperspectral image sensor with high spatio-temporal resolution
2024 StandoutNature
A Review of Machine Learning and Deep Learning for Object Detection, Semantic Segmentation, and Human Action Recognition in Machine and Robotic Vision
2024 Standout
1 intermediate paper

Works of Kevin Murphy being referenced

Modeling Uncertainty with Hedged Instance Embedding
2018
DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs
2017 Standout

Author Peers

Author Last Decade Papers Cites
Kevin Murphy 9144 4312 64 2192 50 15.5k
George Papandreou 7325 3098 12 1970 38 12.7k
Yixuan Wei 8702 3719 11 2639 39 16.2k
Iasonas Kokkinos 8230 3544 7 2088 27 13.0k
Jianping Shi 8866 3336 4 2250 75 14.2k
Yutong Lin 8398 3512 34 2673 35 15.3k
Ze Liu 8653 3641 11 2632 32 15.2k
Hengshuang Zhao 6612 2611 4 1766 37 11.6k
Stephen Lin 11846 4243 14 3690 75 18.4k
Xiaojuan Qi 7744 3580 42 1882 168 14.1k
Han Hu 9241 3953 11 2764 17 15.7k

All Works

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Rankless by CCL
2026