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Yibo Yang
Researcher at Peking University
Publications - 44
Citations - 1104
Yibo Yang is an academic researcher from Peking University. The author has contributed to research in topics: Computer science & Clique. The author has an hindex of 11, co-authored 21 publications receiving 548 citations.
Papers
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Proceedings ArticleDOI
Expectation-Maximization Attention Networks for Semantic Segmentation
TL;DR: This paper forms the attention mechanism into an expectation-maximization manner and iteratively estimate a much more compact set of bases upon which the attention maps are computed, which is robust to the variance of input and is also friendly in memory and computation.
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Expectation-Maximization Attention Networks for Semantic Segmentation
TL;DR: In this article, the authors formulate the self-attention mechanism into an expectation-maximization manner and iteratively estimate a much more compact set of bases upon which the attention maps are computed.
Proceedings ArticleDOI
Convolutional Neural Networks with Alternately Updated Clique
TL;DR: A new convolutional neural network architecture with alternately updated clique (CliqueNet) that effectively avoids the progressive growth of parameters and achieves the state-of-the-art performance with fewer parameters.
Proceedings ArticleDOI
Spatial Pyramid Based Graph Reasoning for Semantic Segmentation
TL;DR: Wang et al. as mentioned in this paper applied graph convolution into the semantic segmentation task and proposed an improved Laplacian, which is data-dependent and introduces an attention diagonal matrix to learn a better distance metric.
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Spatial Pyramid Based Graph Reasoning for Semantic Segmentation
TL;DR: This paper applies graph convolution into the semantic segmentation task and proposes an improved Laplacian, which gets rid of projecting and re-projecting processes and makes spatial pyramid possible to explore multiple long-range contextual patterns from different scales.