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Keyword

saliency maps

Description: Saliency maps are visual representations that highlight input regions a machine-learning model considers important for its prediction.
OpenAlex ID: keywords/saliency-maps
A model of saliency-based visual attention for rapid scene analysis
1998 · L. Itti, C. Koch, et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 11,285
Deep Inside Convolutional Networks: Visualising Image Classification Models and Saliency Maps
2013 · Simonyan, Karen, Vedaldi, Andrea, et al. · arXiv (Cornell University) · 5,366
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Identifying Medical Diagnoses and Treatable Diseases by Image-Based Deep Learning
2018 · Daniel S. Kermany, Michael Goldbaum, et al. · Cell · 4,812
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Computational modelling of visual attention
2001 · Laurent Itti, Christof Koch · Nature reviews. Neuroscience · 4,726
Frequency-tuned salient region detection
2009 · Radhakrishna Achanta, Sheila Hemami, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 4,368
Large-scale brain networks and psychopathology: a unifying triple network model
2011 · Vinod Menon · Trends in Cognitive Sciences · 4,156
Saliency Detection: A Spectral Residual Approach
2007 · Xiaodi Hou, Liqing Zhang · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 3,465
A saliency-based search mechanism for overt and covert shifts of visual attention
2000 · Laurent Itti, Christof Koch · Vision Research · 3,159
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Global contrast based salient region detection
2011 · Ming-Ming Cheng, Guo-Xin Zhang, et al. · 3,044
Global Contrast Based Salient Region Detection
2014 · Ming-Ming Cheng, Niloy J. Mitra, et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2,465
Saliency filters: Contrast based filtering for salient region detection
2012 · F. Perazzi, P. Krahenbuhl, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 2,235
WM-DOVA maps for accurate polyp highlighting in colonoscopy: Validation vs. saliency maps from physicians
2015 · Jorge Bernal, F. Javier Sánchez, et al. · Computerized Medical Imaging and Graphics · 2,180
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Hierarchical Saliency Detection
2013 · Qiong Yan, Li Xu, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 1,826
SmoothGrad: removing noise by adding noise
2017 · Smilkov, Daniel, Thorat, Nikhil, et al. · arXiv (Cornell University) · 1,467
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Saliency Optimization from Robust Background Detection
2014 · Wangjiang Zhu, Shuang Liang, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 1,354
Sanity Checks for Saliency Maps
2018 · Adebayo, Julius, Gilmer, Justin, et al. · arXiv (Cornell University) · 1,294
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Cascaded Partial Decoder for Fast and Accurate Salient Object Detection
2019 · Zhe Wu, Li Su, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 1,209
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Salient Object Detection: A Discriminative Regional Feature Integration Approach
2013 · Huaizu Jiang, Jingdong Wang, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 1,176
A Simple Pooling-Based Design for Real-Time Salient Object Detection
2019 · Jiang-Jiang Liu, Qibin Hou, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 1,167
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F³Net: Fusion, Feedback and Focus for Salient Object Detection
2020 · Jun Wei, Shuhui Wang, et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 1,138
Salience, relevance, and firing: a priority map for target selection
2006 · J FECTEAU, D MUNOZ · Trends in Cognitive Sciences · 919
A neurobiological model of visual attention and invariant pattern recognition based on dynamic routing of information
1993 · BA Olshausen, CH Anderson, et al. · Journal of Neuroscience · 908
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Deep Learning COVID-19 Features on CXR Using Limited Training Data Sets
2020 · Yujin Oh, Sangjoon Park, et al. · IEEE Transactions on Medical Imaging · 897
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Salient Region Detection and Segmentation
2008 · Radhakrishna Achanta, Francisco Estrada, et al. · Springer eBooks · 879
DHSNet: Deep Hierarchical Saliency Network for Salient Object Detection
2016 · Nian Liu, Junwei Han · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 853
Works count: 8,171
Citation count: 182,500
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