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@article{DBLP:journals/asc/XuXZXHW24,
author = {Zhiwei Xu and
Jiafeng Xu and
Kai Zhang and
Xin Xu and
Juanjuan He and
Ni Wu},
title = {Decision variable classification based multi-objective multifactorial
memetic algorithm for multi-objective multi-task optimization problem},
journal = {Appl. Soft Comput.},
volume = {152},
pages = {111232},
year = {2024},
url = {https://doi.org/10.1016/j.asoc.2024.111232},
doi = {10.1016/J.ASOC.2024.111232},
timestamp = {Tue, 21 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/asc/XuXZXHW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-17926,
author = {Anoop Kini and
Andreas Jansche and
Timo Bernthaler and
Gerhard Schneider},
title = {FastCAR: Fast Classification And Regression Multi-Task Learning via
Task Consolidation for Modelling a Continuous Property Variable of
Object Classes},
journal = {CoRR},
volume = {abs/2403.17926},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.17926},
doi = {10.48550/ARXIV.2403.17926},
eprinttype = {arXiv},
eprint = {2403.17926},
timestamp = {Wed, 10 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-17926.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/hal/Bouniot23,
author = {Quentin Bouniot},
title = {Towards Few-Annotation Learning in Computer Vision: Application to
Image Classification and Object Detection tasks. (Vers un Apprentissage
avec peu d'annotations en Vision par Ordinateur : Application aux
t{\^{a}}ches de classification d'images et de d{\'{e}}tection
d'objets)},
school = {Jean Monnet University, Saint-{\'{E}}tienne, France},
year = {2023},
url = {https://tel.archives-ouvertes.fr/tel-04458177},
timestamp = {Fri, 17 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/hal/Bouniot23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/evoapps/LinCXZ13,
author = {Jiabin Lin and
Qi Chen and
Bing Xue and
Mengjie Zhang},
editor = {Jo{\~{a}}o Correia and
Stephen L. Smith and
Raneem Qaddoura},
title = {AMTEA-Based Multi-task Optimisation for Multi-objective Feature Selection
in Classification},
booktitle = {Applications of Evolutionary Computation - 26th European Conference,
EvoApplications 2023, Held as Part of EvoStar 2023, Brno, Czech Republic,
April 12-14, 2023, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13989},
pages = {623--639},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-30229-9\_40},
doi = {10.1007/978-3-031-30229-9\_40},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/evoapps/LinCXZ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/ZhangLWWW23,
author = {Yudong Zhang and
Wei Lu and
Xu Wang and
Pengkun Wang and
Yang Wang},
title = {Pondering About Task Spatial Misalignment: Classification-Localization
Equilibrated Object Detection},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing
{ICASSP} 2023, Rhodes Island, Greece, June 4-10, 2023},
pages = {1--5},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICASSP49357.2023.10095995},
doi = {10.1109/ICASSP49357.2023.10095995},
timestamp = {Tue, 14 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/ZhangLWWW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iit/AyatMH23,
author = {Imene Ayat and
Djamila Mechta and
Saad Harous},
title = {Tasks classification across edge servers nodes using K-means With
multi-objective constraints Chebyshev distance},
booktitle = {15th International Conference on Innovations in Information Technology,
{IIT} 2023, Al Ain, United Arab Emirates, November 14-15, 2023},
pages = {162--167},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/IIT59782.2023.10366413},
doi = {10.1109/IIT59782.2023.10366413},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iit/AyatMH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-04888,
author = {Quentin Bouniot},
title = {Towards Few-Annotation Learning in Computer Vision: Application to
Image Classification and Object Detection tasks},
journal = {CoRR},
volume = {abs/2311.04888},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.04888},
doi = {10.48550/ARXIV.2311.04888},
eprinttype = {arXiv},
eprint = {2311.04888},
timestamp = {Tue, 14 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-04888.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/CuiLHAL22,
author = {Yawen Cui and
Qing Liao and
Dewen Hu and
Wei An and
Li Liu},
title = {Coarse-to-fine pseudo supervision guided meta-task optimization for
few-shot object classification},
journal = {Pattern Recognit.},
volume = {122},
pages = {108296},
year = {2022},
url = {https://doi.org/10.1016/j.patcog.2021.108296},
doi = {10.1016/J.PATCOG.2021.108296},
timestamp = {Wed, 08 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pr/CuiLHAL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fuzzIEEE/OmozakiMNI22,
author = {Yuichi Omozaki and
Naoki Masuyama and
Yusuke Nojima and
Hisao Ishibuchi},
title = {Evolutionary Multi-Objective Multi-Tasking for Fuzzy Genetics-Based
Machine Learning in Multi-Label Classification},
booktitle = {{IEEE} International Conference on Fuzzy Systems, {FUZZ-IEEE} 2022,
Padua, Italy, July 18-23, 2022},
pages = {1--8},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/FUZZ-IEEE55066.2022.9882681},
doi = {10.1109/FUZZ-IEEE55066.2022.9882681},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fuzzIEEE/OmozakiMNI22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/LinC0022,
author = {Jiabin Lin and
Qi Chen and
Bing Xue and
Mengjie Zhang},
editor = {Jonathan E. Fieldsend and
Markus Wagner},
title = {Multi-task optimisation for multi-objective feature selection in classification},
booktitle = {{GECCO} '22: Genetic and Evolutionary Computation Conference, Companion
Volume, Boston, Massachusetts, USA, July 9 - 13, 2022},
pages = {264--267},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3520304.3528903},
doi = {10.1145/3520304.3528903},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gecco/LinC0022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-00942,
author = {Nathaniel Hanson and
Tarik Kelestemur and
Deniz Erdogmus and
Taskin Padir},
title = {Pregrasp Object Material Classification by a Novel Gripper Design
with Integrated Spectroscopy},
journal = {CoRR},
volume = {abs/2207.00942},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.00942},
doi = {10.48550/ARXIV.2207.00942},
eprinttype = {arXiv},
eprint = {2207.00942},
timestamp = {Wed, 06 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-00942.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccS/GrzybT021,
author = {Joanna Grzyb and
Mariusz Topolski and
Michal Wozniak},
editor = {Maciej Paszynski and
Dieter Kranzlm{\"{u}}ller and
Valeria V. Krzhizhanovskaya and
Jack J. Dongarra and
Peter M. A. Sloot},
title = {Application of Multi-objective Optimization to Feature Selection for
a Difficult Data Classification Task},
booktitle = {Computational Science - {ICCS} 2021 - 21st International Conference,
Krakow, Poland, June 16-18, 2021, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {12744},
pages = {81--94},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-77967-2\_8},
doi = {10.1007/978-3-030-77967-2\_8},
timestamp = {Tue, 15 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iccS/GrzybT021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/semeval/SharmaKV21,
author = {Mayukh Sharma and
Ilanthenral Kandasamy and
W. B. Vasantha},
editor = {Alexis Palmer and
Nathan Schneider and
Natalie Schluter and
Guy Emerson and
Aur{\'{e}}lie Herbelot and
Xiaodan Zhu},
title = {YoungSheldon at SemEval-2021 Task 5: Fine-tuning Pre-trained Language
Models for Toxic Spans Detection using Token classification Objective},
booktitle = {Proceedings of the 15th International Workshop on Semantic Evaluation,
SemEval@ACL/IJCNLP 2021, Virtual Event / Bangkok, Thailand, August
5-6, 2021},
pages = {953--959},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.semeval-1.130},
doi = {10.18653/V1/2021.SEMEVAL-1.130},
timestamp = {Mon, 18 Dec 2023 11:22:01 +0100},
biburl = {https://dblp.org/rec/conf/semeval/SharmaKV21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-02776,
author = {Danilo Avola and
Luigi Cinque and
Alessio Fagioli and
Gian Luca Foresti},
title = {SIRe-Networks: Skip Connections over Interlaced Multi-Task Learning
and Residual Connections for Structure Preserving Object Classification},
journal = {CoRR},
volume = {abs/2110.02776},
year = {2021},
url = {https://arxiv.org/abs/2110.02776},
eprinttype = {arXiv},
eprint = {2110.02776},
timestamp = {Thu, 21 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-02776.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cgf/DasXGCE20,
author = {Subhajit Das and
Shenyu Xu and
Michael Gleicher and
Remco Chang and
Alex Endert},
title = {{QUESTO:} Interactive Construction of Objective Functions for Classification
Tasks},
journal = {Comput. Graph. Forum},
volume = {39},
number = {3},
pages = {153--165},
year = {2020},
url = {https://doi.org/10.1111/cgf.13970},
doi = {10.1111/CGF.13970},
timestamp = {Thu, 05 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cgf/DasXGCE20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/prl/XuZZGY20,
author = {Jie Xu and
Lin Zhao and
Shanshan Zhang and
Chen Gong and
Jian Yang},
title = {Multi-task learning for object keypoints detection and classification},
journal = {Pattern Recognit. Lett.},
volume = {130},
pages = {182--188},
year = {2020},
url = {https://doi.org/10.1016/j.patrec.2018.08.013},
doi = {10.1016/J.PATREC.2018.08.013},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/prl/XuZZGY20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/csoc/LyabakhSDNLP20,
author = {Nikolay Lyabakh and
Anna Saryan and
Irina Dergacheva and
Aleksandr Nebaba and
Tatyana Lindenbaum and
Victor Panasov},
editor = {Radek Silhavy},
title = {Development of the Pattern Recognition Theory for Solving the Tasks
of Object Classification and Yard Processes},
booktitle = {Applied Informatics and Cybernetics in Intelligent Systems - Proceedings
of the 9th Computer Science On-line Conference 2020, Volume 3},
series = {Advances in Intelligent Systems and Computing},
volume = {1226},
pages = {59--68},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-51974-2\_6},
doi = {10.1007/978-3-030-51974-2\_6},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/csoc/LyabakhSDNLP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/KimKKMR20,
author = {Jung Uk Kim and
Seong Tae Kim and
Eun Sung Kim and
Sang{-}Keun Moon and
Yong Man Ro},
title = {Towards High-Performance Object Detection: Task-Specific Design Considering
Classification and Localization Separation},
booktitle = {2020 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2020, Barcelona, Spain, May 4-8, 2020},
pages = {4317--4321},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ICASSP40776.2020.9054600},
doi = {10.1109/ICASSP40776.2020.9054600},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/KimKKMR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-03677,
author = {Yufan Luo and
Li Xiao},
title = {{G-RCN:} Optimizing the Gap between Classification and Localization
Tasks for Object Detection},
journal = {CoRR},
volume = {abs/2012.03677},
year = {2020},
url = {https://arxiv.org/abs/2012.03677},
eprinttype = {arXiv},
eprint = {2012.03677},
timestamp = {Wed, 09 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-03677.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/apin/FernandezCGH19,
author = {Juan Carlos Fern{\'{a}}ndez and
Mariano Carbonero{-}Ruz and
Pedro Antonio Guti{\'{e}}rrez and
C{\'{e}}sar Herv{\'{a}}s{-}Mart{\'{\i}}nez},
title = {Multi-objective evolutionary optimization using the relationship between
{F} 1 and accuracy metrics in classification tasks},
journal = {Appl. Intell.},
volume = {49},
number = {9},
pages = {3447--3463},
year = {2019},
url = {https://doi.org/10.1007/s10489-019-01447-y},
doi = {10.1007/S10489-019-01447-Y},
timestamp = {Fri, 27 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/apin/FernandezCGH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/soco/CardenasC18,
author = {Edward Hinojosa C{\'{a}}rdenas and
Heloisa A. Camargo},
title = {Multi-objective evolutionary algorithm for tuning the Type-2 inference
engine on classification task},
journal = {Soft Comput.},
volume = {22},
number = {15},
pages = {5021--5031},
year = {2018},
url = {https://doi.org/10.1007/s00500-018-3239-1},
doi = {10.1007/S00500-018-3239-1},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/soco/CardenasC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ihsed/LinYLG18,
author = {Aimee Yun{-}Fang Lin and
Shelley Shwu{-}Ching Young and
Harrison Pang{-}Sheng Lai and
Danna Gurari},
editor = {Tareq Z. Ahram and
Waldemar Karwowski and
Redha Ta{\"{\i}}ar},
title = {A Preliminary Study on Color and Grayscale Images Object Recognition
and Scene Classification Tasks on Amazon Mechanical Turk Crowdsourcing
Platform},
booktitle = {Human Systems Engineering and Design - Proceedings of the 1st International
Conference on Human Systems Engineering and Design: Future Trends
and Applications, {IHSED} 2018, Reims, France, October 25-27, 2018},
series = {Advances in Intelligent Systems and Computing},
volume = {876},
pages = {282--286},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-02053-8\_43},
doi = {10.1007/978-3-030-02053-8\_43},
timestamp = {Tue, 20 Aug 2019 09:01:10 +0200},
biburl = {https://dblp.org/rec/conf/ihsed/LinYLG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/visapp/AfifiHS18,
author = {Ahmed J. Afifi and
Olaf Hellwich and
Toufique Ahmed Soomro},
editor = {Francisco H. Imai and
Alain Tr{\'{e}}meau and
Jos{\'{e}} Braz},
title = {Simultaneous Object Classification and Viewpoint Estimation using
Deep Multi-task Convolutional Neural Network},
booktitle = {Proceedings of the 13th International Joint Conference on Computer
Vision, Imaging and Computer Graphics Theory and Applications {(VISIGRAPP}
2018) - Volume 5: VISAPP, Funchal, Madeira, Portugal, January 27-29,
2018},
pages = {177--184},
publisher = {SciTePress},
year = {2018},
url = {https://doi.org/10.5220/0006544001770184},
doi = {10.5220/0006544001770184},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/visapp/AfifiHS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccp2/RusMDPM17,
author = {Iacob D. Rus and
Paul Marc and
Mihaela D{\^{\i}}nsoreanu and
Rodica Potolea and
Raul Cristian Muresan},
title = {Classification of {EEG} signals in an object recognition task},
booktitle = {13th {IEEE} International Conference on Intelligent Computer Communication
and Processing, {ICCP} 2017, Cluj-Napoca, Romania, September 7-9,
2017},
pages = {391--395},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/ICCP.2017.8117036},
doi = {10.1109/ICCP.2017.8117036},
timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iccp2/RusMDPM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/Gleibman14,
author = {Andrew H. Gleibman},
title = {Delegating Custom Object Detection Tasks to a Universal Classification
System},
journal = {CoRR},
volume = {abs/1401.6126},
year = {2014},
url = {http://arxiv.org/abs/1401.6126},
eprinttype = {arXiv},
eprint = {1401.6126},
timestamp = {Tue, 26 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/Gleibman14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iros/CaselliSVZ96,
author = {Stefano Caselli and
Ian P. W. Sillitoe and
Antonio Visioli and
Francesco Zanichelli},
title = {Object classification for robot manipulation tasks based on learning
of ultrasonic echoes},
booktitle = {Proceedings of {IEEE/RSJ} International Conference on Intelligent
Robots and Systems. {IROS} 1996, November 4-8, 1996, Osaka, Japan},
pages = {260--267},
publisher = {{IEEE}},
year = {1996},
url = {https://doi.org/10.1109/IROS.1996.570686},
doi = {10.1109/IROS.1996.570686},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/iros/CaselliSVZ96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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