Multi-Similarity Enhancement Network for Few-Shot Segmentation by Hao Chen, Zhe-Ming Lu, Yang-Ming Zheng

Subjects: “…Few-shot semantic…”
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Filtering Specialized Change in a Few-Shot Setting by Martin Hermann, Sudipan Saha, Xiao Xiang Zhu

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Hybrid attentive prototypical network for few-shot action recognition by Zanxi Ruan, Yingmei Wei, Yanming Guo, Yuxiang Xie

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VEHICLE DETECTION AND IDENTIFICATION WITH SMALL DATASET USING FEW-SHOT LEARNING by Muzakki Afandi, Media Anugerah Ayu

Subjects: “…few-shot object detection, few-shot learning, vehicle identification, vehicle classification.…”
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HCPNet: Learning discriminative prototypes for few-shot remote sensing image scene classification by Junjie Zhu, Ke Yang, Naiyang Guan, Xiaodong Yi, Chunping Qiu

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CLIP-Driven Prototype Network for Few-Shot Semantic Segmentation by Shi-Cheng Guo, Shang-Kun Liu, Jing-Yu Wang, Wei-Min Zheng, Cheng-Yu Jiang

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Integrative Few-Shot Classification and Segmentation for Landslide Detection by Dat Tran-Anh, Bao Bui-Quoc, Anh Vu-Duc, Trung-Anh Do, Hung Nguyen Viet, Hoai-Nam Vu, Cong Tran

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Revisiting the Transferability of Few-Shot Image Classification: A Frequency Spectrum Perspective by Min Zhang, Zhitao Wang, Donglin Wang

Subjects: “…few-shot learning…”
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MSFFAL: Few-Shot Object Detection via Multi-Scale Feature Fusion and Attentive Learning by Tianzhao Zhang, Ruoxi Sun, Yong Wan, Fuping Zhang, Jianming Wei

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Few-Shot Object Detection in Remote Sensing Image Interpretation: Opportunities and Challenges by Sixu Liu, Yanan You, Haozheng Su, Gang Meng, Wei Yang, Fang Liu

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Incrementally Learned Angular Representations for Few-Shot Class-Incremental Learning by In-Ug Yoon, Jong-Hwan Kim

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Graph-Based Domain Adaptation Few-Shot Learning for Hyperspectral Image Classification by Yanbing Xu, Yanmei Zhang, Tingxuan Yue, Chengcheng Yu, Huan Li

Subjects: “…few-shot leaning (FSL)…”
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A New Instrument Monitoring Method Based on Few-Shot Learning by Beini Zhang, Liping Li, Yetao Lyu, Shuguang Chen, Lin Xu, Guanhua Chen

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Semi-Supervised Contrastive Learning for Few-Shot Segmentation of Remote Sensing Images by Yadang Chen, Chenchen Wei, Duolin Wang, Chuanjun Ji, Baozhu Li

Subjects: “…few-shot segmentation…”
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Class-Aware Self- and Cross-Attention Network for Few-Shot Semantic Segmentation of Remote Sensing Images by Guozhen Liang, Fengxi Xie, Ying-Ren Chien

Subjects: “…few-shot learning…”
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Benchmarking Federated Few-Shot Learning for Video-Based Action Recognition by Nguyen Anh Tu, Nartay Aikyn, Nursultan Makhanov, Assanali Abu, Kok-Seng Wong, Min-Ho Lee

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Survey on Few-Shot Knowledge Graph Completion Technology by PENG Yanfei, ZHANG Ruisi, WANG Ruihua, GUO Jialong

Subjects: “…knowledge graph; knowledge graph completion; few-shot learning; few-shot knowledge graph comp-letion (fkgc)…”
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EMNet: A Novel Few-Shot Image Classification Model with Enhanced Self-Correlation Attention and Multi-Branch Joint Module by Fufang Li, Weixiang Zhang, Yi Shang

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nHi-SEGA: n-Hierarchy SEmantic Guided Attention for few-shot learning by Xinpan Yuan, Shaojun Xie, Zhigao Zeng, Changyun Li, Luda Wang

Subjects: “…Few-shot learning…”
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Constellation loss: Improving the efficiency of deep metric learning loss functions for the optimal embedding of histopathological images by Alfonso Medela, Artzai Picon

Subjects: “…few-shot learning…”
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