PIS-Net: Efficient weakly supervised instance segmentation network based on annotated points for rice field weed identification by Hao Chen, Youliu Zhang, Caijie He, Chuting Chen, Yaoxuan Zhang, Zhiying Chen, Yu Jiang, Caixia Lin, Ruijun Ma, Long Qi

Subjects: “…Weakly supervised…”
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Transformer‐based representation learning and multiple‐instance learning for cancer diagnosis exclusively from raw sequencing fragments of bisulfite‐treated plasma cell‐free DNA... by Jilei Liu, Hongru Shen, Yichen Yang, Meng Yang, Qiang Zhang, Kexin Chen, Xiangchun Li

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Weakly supervised deep learning-based classification for histopathology of gliomas: a single center experience by Mingrong Zuo, Xiang Xing, Linmao Zheng, Hao Wang, Yunbo Yuan, Siliang Chen, Tianping Yu, ShuXin Zhang, Yuan Yang, Qing Mao, Yongbin Yu, Ni Chen, Yanhui Liu

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Weakly-Supervised Hair SEM Microscope Image Segmentation Using a Priori Structure Information by Xiaohu Liu, Thérèse Baldeweck, Pierre Dupuis, Thomas Bornschloegl, Etienne Decencière, Beatriz Marcotegui

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Fast POI anomaly detection using a weakly-supervised temporal state regression network by Xin Yao

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BSG-WSL: BackScatter-guided weakly supervised learning for water mapping in SAR images by Kai Wang, Zhongle Ren, Biao Hou, Weibin Li, Licheng Jiao

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Mastitis Classification in Dairy Cows Using Weakly Supervised Representation Learning by Soo-Hyun Cho, Mingyung Lee, Wang-Hee Lee, Seongwon Seo, Dae-Hyun Lee

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Weakly supervised semantic segmentation and optimization algorithm based on multi-scale feature model by Changzhen XIONG, Hui ZHI

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Development of metastasis and survival prediction model of luminal and non-luminal breast cancer with weakly supervised learning based on pathomics by Hui Liu, Linlin Ying, Xing Song, Xueping Xiang, Shumei Wei

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High-performance laser speckle contrast image vascular segmentation without delicate pseudo-label reliance by Shenglan Yao, Huiling Wu, Suzhong Fu, Shuting Ling, Kun Wang, Hongqin Yang, Yaqin He, Xiaolan Ma, Xiaofeng Ye, Xiaofei Wen, Qingliang Zhao

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Deep superpixel generation and clustering for weakly supervised segmentation of brain tumors in MR images by Jay J. Yoo, Khashayar Namdar, Farzad Khalvati

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4D foetal cardiac ultrasound image detection based on deep learning with weakly supervised localisation for rapid diagnosis of evolving hypoplastic left heart syndrome by Gang Wang, Weisheng Li, Mingliang Zhou, Haobo Zhu, Guang Yang, Choon Hwai Yap

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Weakly supervised chest X-ray abnormality localization with non-linear modulation and foreground control by Tongyu Wang, Kuan Huang, Meng Xu, Jianhua Huang

Subjects: “…Weakly supervised learning…”
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Water-Matching CAM: A Novel Class Activation Map for Weakly-Supervised Semantic Segmentation of Water in SAR Images by Kai Wang, Zhongle Ren, Biao Hou, Feng Sha, Zhiyang Wang, Weibin Li, Licheng Jiao

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Quantifying the recovery process of skeletal muscle on hematoxylin and eosin stained images via learning from label proportion by Yu Yamaoka, Weng Ian Chan, Shigeto Seno, Kanako Iwamori, So-ichiro Fukada, Hideo Matsuda

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Weakly Supervised Nuclei Segmentation with Point-Guided Attention and Self-Supervised Pseudo-Labeling by Yapeng Mo, Lijiang Chen, Lingfeng Zhang, Qi Zhao

Subjects: “…weakly supervised learning…”
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Weakly supervised mapping of old and renewed urban areas in China during the recent two decades by Hao Ni, Le Yu, Peng Gong

Subjects: “…Weakly supervised classification…”
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Drone-Based Wildfire Detection with Multi-Sensor Integration by Akmalbek Abdusalomov, Sabina Umirzakova, Makhkamov Bakhtiyor Shukhratovich, Mukhriddin Mukhiddinov, Azamat Kakhorov, Abror Buriboev, Heung Seok Jeon

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Weakly Supervised Image Segmentation for Detecting Defects From Scanning Electron Microscopy Images in Semiconductor by Younghwan Lee, Seoung Bum Kim

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Tuning-Free Universally-Supervised Semantic Segmentation by Xiaobo Yang, Xiaojin Gong

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