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Efficient semantic segmentation via logit-guided feature distillation.

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Title: Efficient semantic segmentation via logit-guided feature distillation.
Authors: Yu X; State Key Laboratory of Human-Machine Hybrid Augmented Intelligence, Institute of Artificial Intelligence and Robotics, Xi'an Jiaotong University, Xi'an, 710049, China., Lou S; Research Institute of Jiangtong, Photovoltaic Technology Co. Ltd, Guangzhou, 510000, China., Zhao Y; Beijing Huahang Institute of Radio Measurement, Beijing, 102445, China., Zhang H; State Key Laboratory of Human-Machine Hybrid Augmented Intelligence, Institute of Artificial Intelligence and Robotics, Xi'an Jiaotong University, Xi'an, 710049, China., Mei K; State Key Laboratory of Human-Machine Hybrid Augmented Intelligence, Institute of Artificial Intelligence and Robotics, Xi'an Jiaotong University, Xi'an, 710049, China. Electronic address: meikuizhi@xjtu.edu.cn.
Source: Neural networks : the official journal of the International Neural Network Society [Neural Netw] 2026 Jul; Vol. 199, pp. 108663. Date of Electronic Publication: 2026 Jan 29.
Publication Type: Journal Article
Journal Info: Publisher: Pergamon Press Country of Publication: United States NLM ID: 8805018 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1879-2782 (Electronic) Linking ISSN: 08936080 NLM ISO Abbreviation: Neural Netw Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Yu+X%22">Yu X</searchLink>; State Key Laboratory of Human-Machine Hybrid Augmented Intelligence, Institute of Artificial Intelligence and Robotics, Xi'an Jiaotong University, Xi'an, 710049, China.<br /><searchLink fieldCode="AU" term="%22Lou+S%22">Lou S</searchLink>; Research Institute of Jiangtong, Photovoltaic Technology Co. Ltd, Guangzhou, 510000, China.<br /><searchLink fieldCode="AU" term="%22Zhao+Y%22">Zhao Y</searchLink>; Beijing Huahang Institute of Radio Measurement, Beijing, 102445, China.<br /><searchLink fieldCode="AU" term="%22Zhang+H%22">Zhang H</searchLink>; State Key Laboratory of Human-Machine Hybrid Augmented Intelligence, Institute of Artificial Intelligence and Robotics, Xi'an Jiaotong University, Xi'an, 710049, China.<br /><searchLink fieldCode="AU" term="%22Mei+K%22">Mei K</searchLink>; State Key Laboratory of Human-Machine Hybrid Augmented Intelligence, Institute of Artificial Intelligence and Robotics, Xi'an Jiaotong University, Xi'an, 710049, China. Electronic address: meikuizhi@xjtu.edu.cn.
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        Value: 10.1016/j.neunet.2026.108663
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              Text: 2026 Jul
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