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How much Position Information Do Convolutional Neural Networks Encode?

, , и . ICLR, OpenReview.net, (2020)

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Md Amirul Islam

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Relative Saliency and Ranking: Models, Metrics, Data, and Benchmarks., , и . CoRR, (2018)Recurrent Iterative Gating Networks for Semantic Segmentation., , и . WACV, стр. 1070-1079. IEEE, (2019)A Deeper Dive Into What Deep Spatiotemporal Networks Encode: Quantifying Static vs. Dynamic Information., , , , , и . CVPR, стр. 13979-13989. IEEE, (2022)Revisiting Salient Object Detection: Simultaneous Detection, Ranking, and Subitizing of Multiple Salient Objects., , и . CVPR, стр. 7142-7150. Computer Vision Foundation / IEEE Computer Society, (2018)Shape or Texture: Understanding Discriminative Features in CNNs., , , , , , и . ICLR, OpenReview.net, (2021)Salient Object Detection using a Context-Aware Refinement Network., , , , и . BMVC, BMVA Press, (2017)Recurrent Iterative Gating Networks for Semantic Segmentation., , и . CoRR, (2018)Dense Image Labeling Using Deep Convolutional Neural Networks., , и . CRV, стр. 16-23. IEEE Computer Society, (2016)Label Refinement Network for Coarse-to-Fine Semantic Segmentation., , , , и . CoRR, (2017)Global Pooling, More than Meets the Eye: Position Information is Encoded Channel-Wise in CNNs., , , , и . ICCV, стр. 773-781. IEEE, (2021)