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Alan Yuille

Johns Hopkins University(US)

Publications by Year

Research Areas

Advanced Neural Network Applications, Advanced Image and Video Retrieval Techniques, Domain Adaptation and Few-Shot Learning, Advanced Vision and Imaging, Multimodal Machine Learning Applications

Most-Cited Works

→ DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs(2017)21,640 cited
→ TransUNet: Transformers Make Strong Encoders for Medical Image Segmentation(2021)3,794 cited
→ Semantic Image Segmentation with Deep Convolutional Nets and Fully Connected CRFs(2014)3,623 cited
→ Concreteness, imagery, and meaningfulness values for 925 nouns.(1968)2,840 cited
→ Progressive Neural Architecture Search(2018)1,963 cited
→ Region competition: unifying snakes, region growing, and Bayes/MDL for multiband image segmentation(1996)1,908 cited

→ The Role of Context for Object Detection and Semantic Segmentation in the Wild(2014)

1,445 cited

→ Attention to Scale: Scale-Aware Semantic Image Segmentation(2016)1,442 cited

Active vision(1993)

→ The Secrets of Salient Object Segmentation(2014)1,375 cited