المؤلفون: Vettoruzzo, Anna, 1998

المساهمون: Bouguelia, Mohamed-Rafik, Universitetslektor, 1987, Rögnvaldsson, Thorsteinn, Professor, 1963, van Rijn, Jan, Assistant professor

المصدر: Halmstad University Dissertations.

مصطلحات موضوعية: Meta-learning, Few-shot learning, Domain adaptation, Federated learning, Continual learning, Unsupervised learning, In-context learning

وصف الملف: electronic

URL الوصول: https://urn.kb.se/resolve?urn=urn:nbn:se:hh:diva-55147
https://hh.diva-portal.org/smash/get/diva2:1924707/FULLTEXT01.pdf
https://hh.diva-portal.org/smash/get/diva2:1924707/PREVIEW01.jpg

المؤلفون: Juan Zhao, Lili Kong, Jiancheng Lv

المصدر: Big Data Mining and Analytics, Vol 8, Iss 1, Pp 145-188 (2025)

مصطلحات موضوعية: few-shot learning (fsl), meta-learning, data augmentation, prior knowledge, parameter optimization, Electronic computers. Computer science, QA75.5-76.95

وصف الملف: electronic resource

Relation: https://www.sciopen.com/article/10.26599/BDMA.2024.9020049; https://doaj.org/toc/2096-0654

URL الوصول: https://doaj.org/article/b44bb150d0b047f5a257e7652ccc7b99

المؤلفون: Junzi Sun, Esther Roosenbrand

المصدر: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol 18, Pp 4273-4285 (2025)

مصطلحات موضوعية: Contrail detection, contrail segmentation, few-shot learning, remote sensing, SR loss, Ocean engineering, TC1501-1800, Geophysics. Cosmic physics, QC801-809

وصف الملف: electronic resource

Relation: https://ieeexplore.ieee.org/document/10820969/; https://doaj.org/toc/1939-1404; https://doaj.org/toc/2151-1535

URL الوصول: https://doaj.org/article/69bdbae0cdeb4269b6083494cb89c452

المؤلفون: Jinfeng Gao, Xianliang Xia, Ruxian Yao, Junming Zhang, Yu Zhang

المصدر: IEEE Access, Vol 13, Pp 16338-16351 (2025)

مصطلحات موضوعية: Cosine similarity, few-shot text classification, prompt tuning, word vector, Electrical engineering. Electronics. Nuclear engineering, TK1-9971

وصف الملف: electronic resource

Relation: https://ieeexplore.ieee.org/document/10848120/; https://doaj.org/toc/2169-3536

URL الوصول: https://doaj.org/article/abf5927af2354292be96947fe47a6da7

المؤلفون: Dan Liu, Guihong Yuan, Huachao Tan, Yanbo Jiang, Hai Bi, Yuan Cheng

المصدر: IEEE Access, Vol 13, Pp 16223-16237 (2025)

مصطلحات موضوعية: Marine microalgae, few-shot learning, multi-scale feature fusion, feature enhancement, metric learning, Electrical engineering. Electronics. Nuclear engineering, TK1-9971

وصف الملف: electronic resource

Relation: https://ieeexplore.ieee.org/document/10620182/; https://doaj.org/toc/2169-3536

URL الوصول: https://doaj.org/article/75dc11651a434cb7bbd73374a7e7cbda

المؤلفون: Tahira Amin, Zahoor-Ur-Rehman Tanoli, Farhan Aadil, Khalid Mahmood Awan, Sangsoon Lim

المصدر: IEEE Access, Vol 13, Pp 12483-12501 (2025)

مصطلحات موضوعية: AES, NLP, transfer learning, BERT, few-shot learning, holistic scoring, Electrical engineering. Electronics. Nuclear engineering, TK1-9971

وصف الملف: electronic resource

Relation: https://ieeexplore.ieee.org/document/10843186/; https://doaj.org/toc/2169-3536

URL الوصول: https://doaj.org/article/27b012ff8d4549649a4bc363becbc05f

المؤلفون: Yuan Tian, Yongquan Liang, Yufeng Chen, Jingjing Zhang, Hongyang Bian

المصدر: Scientific Reports, Vol 15, Iss 1, Pp 1-15 (2025)

مصطلحات موضوعية: Few-shot lesion segmentation, Self-attention threshold learning strategy, Support-assisted prototype optimization, Lung diseases, Chest CT image, Medicine, Science

وصف الملف: electronic resource

Relation: https://doaj.org/toc/2045-2322

URL الوصول: https://doaj.org/article/2a82aa5039dc472ca7942426b6ed9fc7

المؤلفون: Sai Babu Veesam, Aravapalli Rama Satish, Sreenivasulu Tupakula, Yuvaraju Chinnam, Krishna Prakash, Shonak Bansal, Mohammad Rashed Iqbal Faruque

المصدر: Scientific Reports, Vol 15, Iss 1, Pp 1-24 (2025)

مصطلحات موضوعية: Anomaly detection, Temporal graph attention, Transformer-augmented RNNs, Multimodal fusion, Few-shot learning, Medicine, Science

وصف الملف: electronic resource

Relation: https://doaj.org/toc/2045-2322

URL الوصول: https://doaj.org/article/0954db36c8074bd7ae196d5115c9b9bb

المؤلفون: Hongfang Gong, Yingjing Ding, Minyi Ma

المصدر: IEEE Access, Vol 13, Pp 12308-12320 (2025)

مصطلحات موضوعية: Knowledge graph completion, few-shot knowledge graph completion, attention mechanism, Electrical engineering. Electronics. Nuclear engineering, TK1-9971

وصف الملف: electronic resource

Relation: https://ieeexplore.ieee.org/document/10840224/; https://doaj.org/toc/2169-3536

URL الوصول: https://doaj.org/article/bed3e3acbd154c2d8c00be6ed186bdae

المؤلفون: Tiancheng Si, Shenyu Kong

المصدر: IEEE Access, Vol 13, Pp 8169-8186 (2025)

مصطلحات موضوعية: Few-shot object detection (FSOD), remote sensing images (RSIs), transfer learning, metric learning, Electrical engineering. Electronics. Nuclear engineering, TK1-9971

وصف الملف: electronic resource

Relation: https://ieeexplore.ieee.org/document/10835074/; https://doaj.org/toc/2169-3536

URL الوصول: https://doaj.org/article/22649e84b81e464284877cc09143e89a

المؤلفون: Andrew DuPlissis, Abhishri Medewar, Evan Hegarty, Adam Laing, Amber Shen, Sebastian Gomez, Sudip Mondal, Adela Ben-Yakar

المصدر: Scientific Reports, Vol 15, Iss 1, Pp 1-15 (2025)

مصطلحات موضوعية: U-Net, Few-shot learning, C. elegans, Developmental toxicity, Microfluidics, High-throughput screening, Medicine, Science

وصف الملف: electronic resource

Relation: https://doaj.org/toc/2045-2322

URL الوصول: https://doaj.org/article/9bc598fc59b64eb18f07fe3550f87c29

المؤلفون: Xiyu Qi, Yidan Zhang, Lei Wang, Yifan Wu, Yi Xin, Zhan Chen, Yunping Ge

المصدر: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol 18, Pp 853-864 (2025)

مصطلحات موضوعية: Aerial image, dual metric learning, few-shot learning, graph convolutional network (GCN), semantic segmentation, Ocean engineering, TC1501-1800, Geophysics. Cosmic physics, QC801-809

وصف الملف: electronic resource

Relation: https://ieeexplore.ieee.org/document/10746596/; https://doaj.org/toc/1939-1404; https://doaj.org/toc/2151-1535

URL الوصول: https://doaj.org/article/aaaca3a28fe34d469546abc6e7f38aef

المؤلفون: Chao Zhang, Defu Jiang, Kanghui Jiang, Jialin Yang, Yan Han, Ling Zhu, Libo Tao

المصدر: Complex & Intelligent Systems, Vol 11, Iss 1, Pp 1-22 (2024)

مصطلحات موضوعية: Few-shot time series prediction, Non-Gaussian distribution meta-learning, Robust adaptive sampling, Denoising diffusion probabilistic model, Dataset augmentation, Electronic computers. Computer science, QA75.5-76.95, Information technology, T58.5-58.64

وصف الملف: electronic resource

Relation: https://doaj.org/toc/2199-4536; https://doaj.org/toc/2198-6053

URL الوصول: https://doaj.org/article/26874243c28248139abcd0da502a036e

المؤلفون: Zhen Yang, Yongbin Liu, Chunping Ouyang, Shu Zhao, Chi Zhu

المصدر: Big Data Mining and Analytics, Vol 7, Iss 4, Pp 1375-1395 (2024)

مصطلحات موضوعية: few-shot named entity recognition (ner), causal inference, prototypical network, Electronic computers. Computer science, QA75.5-76.95

وصف الملف: electronic resource

Relation: https://www.sciopen.com/article/10.26599/BDMA.2024.9020052; https://doaj.org/toc/2096-0654

URL الوصول: https://doaj.org/article/a12a740ad54849a196f5bac09e6f4979

المؤلفون: Shaofu Lin, Shiwei Zhou, Han Jiao, Mengzhen Wang, Haokang Yan, Peng Dou, Jianhui Chen

المصدر: Complex & Intelligent Systems, Vol 11, Iss 1, Pp 1-14 (2024)

مصطلحات موضوعية: Chronic risk prediction, Data imbalance, Electronic health records, Few-shot learning, Reinforcement learning, Electronic computers. Computer science, QA75.5-76.95, Information technology, T58.5-58.64

وصف الملف: electronic resource

Relation: https://doaj.org/toc/2199-4536; https://doaj.org/toc/2198-6053

URL الوصول: https://doaj.org/article/a025377b1d8346eba0e1f8cb3e372773

المؤلفون: Haifeng Sima, Manyang Wang, Lanlan Liu, Yudong Zhang, Junding Sun

المصدر: CAAI Transactions on Intelligence Technology, Vol 9, Iss 6, Pp 1515-1533 (2024)

مصطلحات موضوعية: few‐shot object detection, hyperbolic space, meta‐learning, metric space, Computational linguistics. Natural language processing, P98-98.5, Computer software, QA76.75-76.765

وصف الملف: electronic resource

Relation: https://doaj.org/toc/2468-2322

URL الوصول: https://doaj.org/article/a243aab6834a4ba4b2c689acd7104f4d

المؤلفون: Vettoruzzo, Anna, 1998, Bouguelia, Mohamed-Rafik, 1987, Rögnvaldsson, Thorsteinn, 1963

المصدر: Neural Computing & Applications. 36(15):8519-8529

مصطلحات موضوعية: Meta-learning, Few-shot learning, Transfer learning, Task representation, Multimodal distribution

وصف الملف: electronic

URL الوصول: https://urn.kb.se/resolve?urn=urn:nbn:se:hh:diva-52924
https://doi.org/10.1007/s00521-024-09540-1
https://hh.diva-portal.org/smash/get/diva2:1846103/FULLTEXT02.pdf

المؤلفون: Vettoruzzo, Anna, 1998, Bouguelia, Mohamed-Rafik, 1987, Vanschoren, Joaquin, Rögnvaldsson, Thorsteinn, 1963, Santosh, KC

المصدر: IEEE Transactions on Pattern Analysis and Machine Intelligence. 46(7):4763-4779

مصطلحات موضوعية: Adaptation models, Data models, deep neural networks, few-shot learning, Meta-learning, Metalearning, representation learning, Surveys, Task analysis, Training, transfer learning, Transfer learning

وصف الملف: print

URL الوصول: https://urn.kb.se/resolve?urn=urn:nbn:se:hh:diva-52730
https://doi.org/10.1109/TPAMI.2024.3357847

المؤلفون: Tian, Songsong, Li, Lusi, Li, Weijun, Ran, Hang, Ning, Xin, Tiwari, Prayag, 1991

المصدر: Neural Networks. 169:307-324

مصطلحات موضوعية: Catastrophic forgetting, Class-incremental learning, Few-shot learning, Overfitting, Performance evaluation

وصف الملف: print

URL الوصول: https://urn.kb.se/resolve?urn=urn:nbn:se:hh:diva-52064
https://doi.org/10.1016/j.neunet.2023.10.039

المؤلفون: Hammal, Ayoub, Uthayasooriyar, Benno, Corro, Caio

المساهمون: Sciences et Technologies des Langues - LISN (STL), Laboratoire Interdisciplinaire des Sciences du Numérique (LISN), Institut National de Recherche en Informatique et en Automatique (Inria)-CentraleSupélec-Université Paris-Saclay-Centre National de la Recherche Scientifique (CNRS)-Institut National de Recherche en Informatique et en Automatique (Inria)-CentraleSupélec-Université Paris-Saclay-Centre National de la Recherche Scientifique (CNRS), Laboratoire de Mathématiques de Bretagne Atlantique (LMBA), Université de Bretagne Sud (UBS)-Université de Brest (UBO)-Centre National de la Recherche Scientifique (CNRS), SCOR SE Paris, Creating and exploiting explicit links between multimedia fragments (LinkMedia), Inria Rennes – Bretagne Atlantique, Institut National de Recherche en Informatique et en Automatique (Inria)-Institut National de Recherche en Informatique et en Automatique (Inria)-SIGNAL, IMAGE ET LANGAGE (IRISA-D6), Institut de Recherche en Informatique et Systèmes Aléatoires (IRISA), Université de Rennes (UR)-Institut National des Sciences Appliquées - Rennes (INSA Rennes), Institut National des Sciences Appliquées (INSA)-Institut National des Sciences Appliquées (INSA)-Université de Bretagne Sud (UBS)-École normale supérieure - Rennes (ENS Rennes)-Institut National de Recherche en Informatique et en Automatique (Inria)-CentraleSupélec-Centre National de la Recherche Scientifique (CNRS)-IMT Atlantique (IMT Atlantique), Institut Mines-Télécom Paris (IMT)-Institut Mines-Télécom Paris (IMT)-Université de Rennes (UR)-Institut National des Sciences Appliquées - Rennes (INSA Rennes), Institut Mines-Télécom Paris (IMT)-Institut Mines-Télécom Paris (IMT)-Institut de Recherche en Informatique et Systèmes Aléatoires (IRISA), Institut National des Sciences Appliquées (INSA)-Institut National des Sciences Appliquées (INSA)-Université de Bretagne Sud (UBS)-École normale supérieure - Rennes (ENS Rennes)-CentraleSupélec-Centre National de la Recherche Scientifique (CNRS)-IMT Atlantique (IMT Atlantique), Institut Mines-Télécom Paris (IMT)-Institut Mines-Télécom Paris (IMT), Institut National des Sciences Appliquées - Rennes (INSA Rennes), Institut National des Sciences Appliquées (INSA), First and last authors were funded by SCAI (Sorbonne Université), ANR-23-IAS1-0004,InExtenso,Evaluation intrinsèque et extrinsèque des biais dans les grands modèles de langue(2023)

المصدر: Proceedings of the 31st International Conference on Computational Linguistics (COLING 2025) ; https://hal.science/hal-04877776 ; Proceedings of the 31st International Conference on Computational Linguistics (COLING 2025), Jan 2025, Abu DHABI, France

مصطلحات موضوعية: Natural language processing, Named entity recognition, K-means, Deep learning, Few-shot learning, [INFO.INFO-CL]Computer Science [cs]/Computation and Language [cs.CL]

جغرافية الموضوع: Abu DHABI, France

الاتاحة: https://hal.science/hal-04877776
https://hal.science/hal-04877776v1/document
https://hal.science/hal-04877776v1/file/2025_COLING___Semi_supervised_kmeans_for_fewshot_NER-9.pdf