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Li, Jingru [Author]; Zhou, Sheng [Author]; Li, Liangcheng [Author]; Wang, Haishuai [Author]; Bu, Jiajun [Author]; Yu, Zhi [Author]

AdaDFKD : Exploring Adaptive Inter-Sample Relationship in Data-Free Knowledge Distillation

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[S.l.]: SSRN, [2023]
Malihi, Leila [Author]; Heidemann, Gunther [Author]

Efficient and Controllable Model Compression through Sequential Knowledge Distillation and Pruning

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Universität Osnabrück: osnaDocs, 2023-09-19
Zhang, Heng [Author] ; Rennes 1 [Contributor]; Fromont, Élisa [Contributor]; Lefèvre, Sébastien [Contributor]

Multispectral object detection ; Détection d'objets multispectraux

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theses.fr, 2021-12-14
Lin, Ruibin [Author]; Lv, Xing [Author]; Hu, Huanling [Author]; Ling, Liwen [Author]; Yu, Zehui [Author]; Zhang, Dabin [Author]

Dual-stage ensemble approach using online knowledge distillation for forecasting carbon emissions in the electric power industry

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2023

Published in: Data science and management ; 6(2023), 4 vom: Dez., Seite 227-238
Solinas, Miguel Angel [Author] ; Université Grenoble Alpes [Contributor]; Mermillod, Martial [Contributor]

Modèle de mémoire double pour de l'apprentissage incrémental ; Dual memory system to overcome catastrophic forgetting

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theses.fr, 2021-12-09
Daou, Andrea [Author] ; Normandie [Contributor]; Honeine, Paul [Contributor]; Bensrhair, Abdelaziz [Contributor]

Real-time Indoor Localization with Embedded Computer Vision and Deep Learning ; Localisation temps réel en intérieur par vision embarquée et apprentissage profond

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theses.fr, 2024-02-14
Galke, Lukas Paul Achatius [Author] ; Scherp, Ansgar [Contributor]; Kröger, Peer [Contributor]

Representation Learning for Texts and Graphs: A Unified Perspective on Efficiency, Multimodality, and Adaptability

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MACAU: Open Access Repository of Kiel University, 2023
Galke, Lukas Paul Achatius [Author] ; Scherp, Ansgar [Degree supervisor]; Kröger, Peer [Other]

Representation Learning for Texts and Graphs : A Unified Perspective on Efficiency, Multimodality, and Adaptability

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Kiel: Universitätsbibliothek Kiel, 2023

Published in: Kiel Computer Science Series ; 2023/1
Gaido, Marco [Author]; Gangi, Mattia Antonino Di [Author]; Negri, Matteo [Author]; Turchi, Marco [Author]

On Knowledge Distillation for Direct Speech Translation

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2021

Published in: Italian Conference on Computational Linguistics (7. : 2021 : Online): CLiC-it 2020: Italian Conference on Computational Linguistics 2020 ; 2021
Cheng, Jiaming [Author]; Liang, Ruiyu [Author]; Xie, Yue [Author]; Zhao, Li [Author]; Schuller, Björn [Author]; Jia, Jie [Author]; Peng, Yiyuan [Author] ; Ko, Hanseok [Editor]; Hansen, John H. L. [Editor]

Cross-layer similarity knowledge distillation for speech enhancement

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Augsburg: Universität Augsburg, 2022 ; Baixas: ISCA, 2022
Cheng, Jiaming [Author]; Liang, Ruiyu [Author]; Xie, Yue [Author]; Zhao, Li [Author]; Schuller, Björn [Author]; Jia, Jie [Author]; Peng, Yiyuan [Author]

Cross-layer similarity knowledge distillation for speech enhancement

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Augsburg University Publication Server (OPUS), 2022
Confalonieri, Roberto [Author]; Galliani, Pietro [Author]; Kutz, Oliver [Author]; Porello, Daniele [Author]; Righetti, Guendalina [Author]; Troquard, Nicolas [Author]

Towards Knowledge-driven Distillation and Explanation of Black-box Models

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2021

Published in: DAO-XAI (3. : 2021 : Bratislava; Online): DAO-XAI 2021, Data meets Applied Ontologies in Explainable AI ; 2021
Gaido, Marco [Author]; Di Gangi, Mattia A. [Author]; Negri, Matteo [Author]; Turchi, Marco [Author]

End-to-End Speech-Translation with Knowledge Distillation: FBKIWSLT2020

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2020

Published in: International Conference on Spoken Language Translation (17. : 2020 : Online): The 17th International Conference on Spoken Language Translation - proceedings of the conference ; (2020), Seite 80-88
Kang, Jaeyong [Author]; Gwak, Jeonghwan [Author]

KD-ResUNet++: Automatic Polyp Segmentation via Self-Knowledge Distillation

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2020

Published in: MediaEval (2020 : Online): MediaEval 2020: Multimedia Benchmark Workshop 2020 ; 2020
Sun, Haipeng [Author]; Wang, Rui [Author]; Chen, Kehai [Author]; Utiyama, Masao [Author]; Sumita, Eiichiro [Author]; Zhao, Tiejun [Author]

Knowledge Distillation for Multilingual Unsupervised Neural Machine Translation

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2020

Published in: Association for Computational Linguistics (58. : 2020 : Online): The 58th Annual Meeting of the Association for Computational Linguistics - proceedings of the conference ; (2020), Seite 3525-3535
Mehmood, Tahir [Author]; Serina, Ivan [Author]; Lavelli, Alberto [Author]; Gerevini, Alfonso [Author]

Knowledge Distillation Techniques for Biomedical Named Entity Recognition

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2020

Published in: Workshop on Natural Language for Artificial Intelligence (4. : 2020 : Online): NL4AI 2020: Natural Language for Artificial Intelligence ; (2020), Seite 141-156
Wang, Xinyu [Author]; Jiang, Yong [Author]; Bach, Nguyen [Author]; Wang, Tao [Author]; Huang, Fei [Author]; Tu, Kewei [Author]

Structure-Level Knowledge Distillation For Multilingual Sequence Labeling

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2020

Published in: Association for Computational Linguistics (58. : 2020 : Online): The 58th Annual Meeting of the Association for Computational Linguistics - proceedings of the conference ; (2020), Seite 3317-3330
Zhu, Feiyang [Author]; Fu, Keren [Author]; Zhao, Qijun [Author]

Efficient Single Image Super-Resolution Using Compact Back-Projection Network and Knowledge Distillation

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[S.l.]: SSRN, [2022]
Mazzone, Federico [Author]; van den Heuvel, Leander [Author]; Huber, Maximilian [Author]; Verdecchia, Cristian [Author]; Everts, Maarten [Author]; Hahn, Florian [Author]; Peter, Andreas [Author]

Repeated knowledge distillation with confidence masking to mitigate membership inference attacks

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Association for Computing Machinery, 2022
B, Ragu [Author]; Raj, Antony [Author]; GS, Rahul [Author]; Chand, Sneha [Author]; SP, Preejith [Author]; Sivaprakasam, Mohanasankar [Author]

XP-NET: An Attention Segmentation Network By Dual Teacher Hierarchical Knowledge Distillation For Polyp Generalization

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2022

Published in: International Workshop and Challenge on Computer Vision in Endoscopy (4. : 2022 : Online): Proceedings of the EndoCV 2022, 4th International Workshop and Challenge on Computer Vision in Endoscopy ; (2022), Seite 46-51

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