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Challenges and Trends in Egocentric Vision: A Survey
Xiang Li, Heqian Qiu, Lanxiao Wang, Hanwen Zhang, Chenghao Qi, Linfeng Han, Huiyu Xiong, Hongliang Li
2026, 23(1): 1-33. DOI: 10.1007/s11633-025-1599-4
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Transformers for Graph-based Recommender Systems: A Survey
Lorenzo Zangari, Silvio Raso, Andrea Tagarelli
2026, 23(1): 34-69. DOI: 10.1007/s11633-025-1607-8
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Frontiers in Intelligent Colonoscopy
Ge-Peng Ji, Jingyi Liu, Peng Xu, Nick Barnes, Fahad Shahbaz Khan, Salman Khan, Deng-Ping Fan
2026, 23(1): 70-114. DOI: 10.1007/s11633-025-1597-6
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Bootstrapping Large Language Models with Outside-knowledge for Knowledge-based Visual Question Answering
Yanze Min, Yawei Sun, Yin Zhu, Jun Zhu, Bo Zhang
2026, 23(1): 115-132. DOI: 10.1007/s11633-025-1591-z
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RAB2-DEF: Dynamic and Explainable Defense Against Adversarial Attacks in Federated Learning to Fair Poor Clients
Nuria Rodríguez-Barroso, M. Victoria Luzón, Francisco Herrera
2026, 23(1): 133-146. DOI: 10.1007/s11633-025-1557-1
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Energy-limited Lifelong Multi-agent Pickup and Delivery
Mingkai Tang, Lu Gan, Yuanhang Li, Xiaoyang Yan, Hongji Liu, Jin Wu
2026, 23(1): 147-167. DOI: 10.1007/s11633-025-1569-x
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Autonomous Detection of Concrete Cracks Using Self-supervised DinoV2
Taoyuan Zhu, Ali Braytee, Karthick Thiyagarajan, Xing Zi, Samir Mustapha, Xian Tao, Mukesh Prasad
2026, 23(1): 168-184. DOI: 10.1007/s11633-025-1553-5
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STRIVE: Structured Reasoning for Self-improvement in Claim Verification
Haisong Gong, Jing Li, Junfei Wu, Qiang Liu, Shu Wu
2026, 23(1): 185-199. DOI: 10.1007/s11633-025-1598-5
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FM2S: Towards Spatially-correlated Noise Modeling in Zero-shot Fluorescence Microscopy Image Denoising
Jizhihui Liu, Qixun Teng, Qing Ma, Junhui Hou, Junjun Jiang
2026, 23(1): 200-213. DOI: 10.1007/s11633-025-1595-8
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Hierarchical Open-vocabulary Part-object Segmentation with Knowledge-guided SAM
Xin-Jian Wu, Cheng-Lin Liu
2026, 23(1): 214-226. DOI: 10.1007/s11633-025-1610-0
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Multi-level Attention Network for Accurate Crowd Counting in Challenging Rail Transit Environment
Jianfan Wu, Zhengyu Xie, Yong Qin, Jiali Wang
2026, 23(1): 227-246. DOI: 10.1007/s11633-025-1581-1
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FT-Reg: Unsupervised Multimodal Medical Image Registration Using Dynamic Feature Translation
Fan Xu, Mingyang Zhao, Zhiying Wu, Hongbin Liu, Gaofeng Meng
2026, 23(1): 247-262. DOI: 10.1007/s11633-025-1578-9
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A Generative Adversarial Network Guided Evolutionary Algorithm for Large-scale Sparse Multiobjective Optimization
Zhuanlian Ding, Junzhe Liu, Dengdi Sun, Xingyi Zhang, Bin Luo
2026, 23(1): 263-280. DOI: 10.1007/s11633-025-1559-z
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