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@inproceedings{DBLP:conf/aaai/AimenSMK21, author = {Aroof Aimen and Sahil Sidheekh and Vineet Madan and Narayanan C. Krishnan}, editor = {Isabelle Guyon and Jan N. van Rijn and S{\'{e}}bastien Treguer and Joaquin Vanschoren}, title = {Stress Testing of Meta-learning Approaches for Few-shot Learning}, booktitle = {{AAAI} Workshop on Meta-Learning and MetaDL Challenge, MetaDL@AAAI 2021, virtual, February 9, 2021}, series = {Proceedings of Machine Learning Research}, volume = {140}, pages = {38--44}, publisher = {{PMLR}}, year = {2021}, url = {https://proceedings.mlr.press/v140/aimen21a.html}, timestamp = {Fri, 15 Jul 2022 14:51:04 +0200}, biburl = {https://dblp.org/rec/conf/aaai/AimenSMK21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/AyyadLMAE21, author = {Ahmed Ayyad and Yuchen Li and Raden Muaz and Shadi Albarqouni and Mohamed Elhoseiny}, editor = {Isabelle Guyon and Jan N. van Rijn and S{\'{e}}bastien Treguer and Joaquin Vanschoren}, title = {Semi-Supervised Few-Shot Learning with Prototypical Random Walks}, booktitle = {{AAAI} Workshop on Meta-Learning and MetaDL Challenge, MetaDL@AAAI 2021, virtual, February 9, 2021}, series = {Proceedings of Machine Learning Research}, volume = {140}, pages = {45--57}, publisher = {{PMLR}}, year = {2021}, url = {https://proceedings.mlr.press/v140/ayyad21a.html}, timestamp = {Tue, 22 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/AyyadLMAE21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/BazGLRTV21, author = {Adrian El Baz and Isabelle Guyon and Zhengying Liu and Jan N. van Rijn and S{\'{e}}bastien Treguer and Joaquin Vanschoren}, editor = {Isabelle Guyon and Jan N. van Rijn and S{\'{e}}bastien Treguer and Joaquin Vanschoren}, title = {Advances in MetaDL: {AAAI} 2021 Challenge and Workshop}, booktitle = {{AAAI} Workshop on Meta-Learning and MetaDL Challenge, MetaDL@AAAI 2021, virtual, February 9, 2021}, series = {Proceedings of Machine Learning Research}, volume = {140}, pages = {1--16}, publisher = {{PMLR}}, year = {2021}, url = {https://proceedings.mlr.press/v140/el-baz21a.html}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/BazGLRTV21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/ChenGW0021, author = {Yudong Chen and Chaoyu Guan and Zhikun Wei and Xin Wang and Wenwu Zhu}, editor = {Isabelle Guyon and Jan N. van Rijn and S{\'{e}}bastien Treguer and Joaquin Vanschoren}, title = {MetaDelta: {A} Meta-Learning System for Few-shot Image Classification}, booktitle = {{AAAI} Workshop on Meta-Learning and MetaDL Challenge, MetaDL@AAAI 2021, virtual, February 9, 2021}, series = {Proceedings of Machine Learning Research}, volume = {140}, pages = {17--28}, publisher = {{PMLR}}, year = {2021}, url = {https://proceedings.mlr.press/v140/chen21a.html}, timestamp = {Tue, 20 Dec 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/aaai/ChenGW0021.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/ChobolaVK21, author = {Tom{\'{a}}s Chobola and Daniel Vasata and Pavel Kord{\'{\i}}k}, editor = {Isabelle Guyon and Jan N. van Rijn and S{\'{e}}bastien Treguer and Joaquin Vanschoren}, title = {Transfer learning based few-shot classification using optimal transport mapping from preprocessed latent space of backbone neural network}, booktitle = {{AAAI} Workshop on Meta-Learning and MetaDL Challenge, MetaDL@AAAI 2021, virtual, February 9, 2021}, series = {Proceedings of Machine Learning Research}, volume = {140}, pages = {29--37}, publisher = {{PMLR}}, year = {2021}, url = {https://proceedings.mlr.press/v140/chobola21a.html}, timestamp = {Fri, 15 Jul 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/ChobolaVK21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/KashgaraniK21, author = {Haniye Kashgarani and Lars Kotthoff}, editor = {Isabelle Guyon and Jan N. van Rijn and S{\'{e}}bastien Treguer and Joaquin Vanschoren}, title = {Is Algorithm Selection Worth It? Comparing Selecting Single Algorithms and Parallel Execution}, booktitle = {{AAAI} Workshop on Meta-Learning and MetaDL Challenge, MetaDL@AAAI 2021, virtual, February 9, 2021}, series = {Proceedings of Machine Learning Research}, volume = {140}, pages = {58--64}, publisher = {{PMLR}}, year = {2021}, url = {https://proceedings.mlr.press/v140/kashgarani21a.html}, timestamp = {Fri, 15 Jul 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/KashgaraniK21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/KuoHFWFS21, author = {Nicholas I{-}Hsien Kuo and Mehrtash Harandi and Nicolas Fourrier and Christian Walder and Gabriela Ferraro and Hanna Suominen}, editor = {Isabelle Guyon and Jan N. van Rijn and S{\'{e}}bastien Treguer and Joaquin Vanschoren}, title = {Learning to Continually Learn Rapidly from Few and Noisy Data}, booktitle = {{AAAI} Workshop on Meta-Learning and MetaDL Challenge, MetaDL@AAAI 2021, virtual, February 9, 2021}, series = {Proceedings of Machine Learning Research}, volume = {140}, pages = {65--76}, publisher = {{PMLR}}, year = {2021}, url = {https://proceedings.mlr.press/v140/kuo21a.html}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/KuoHFWFS21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/KvingeNCLPCTAH21, author = {Henry Kvinge and Zachary New and Nico Courts and Jung H. Lee and Lauren A. Phillips and Courtney D. Corley and Aaron Tuor and Andrew Avila and Nathan O. Hodas}, editor = {Isabelle Guyon and Jan N. van Rijn and S{\'{e}}bastien Treguer and Joaquin Vanschoren}, title = {Fuzzy Simplicial Networks: {A} Topology-Inspired Model to Improve Task Generalization in Few-shot Learning}, booktitle = {{AAAI} Workshop on Meta-Learning and MetaDL Challenge, MetaDL@AAAI 2021, virtual, February 9, 2021}, series = {Proceedings of Machine Learning Research}, volume = {140}, pages = {77--89}, publisher = {{PMLR}}, year = {2021}, url = {https://proceedings.mlr.press/v140/kvinge21a.html}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/KvingeNCLPCTAH21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/LeiteB21, author = {Rui Leite and Pavel Brazdil}, editor = {Isabelle Guyon and Jan N. van Rijn and S{\'{e}}bastien Treguer and Joaquin Vanschoren}, title = {Exploiting Performance-based Similarity between Datasets in Metalearning}, booktitle = {{AAAI} Workshop on Meta-Learning and MetaDL Challenge, MetaDL@AAAI 2021, virtual, February 9, 2021}, series = {Proceedings of Machine Learning Research}, volume = {140}, pages = {90--99}, publisher = {{PMLR}}, year = {2021}, url = {https://proceedings.mlr.press/v140/leite21a.html}, timestamp = {Fri, 15 Jul 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/LeiteB21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/LiuG21, author = {Zhengying Liu and Isabelle Guyon}, editor = {Isabelle Guyon and Jan N. van Rijn and S{\'{e}}bastien Treguer and Joaquin Vanschoren}, title = {Asymptotic Analysis of Meta-learning as a Recommendation Problem}, booktitle = {{AAAI} Workshop on Meta-Learning and MetaDL Challenge, MetaDL@AAAI 2021, virtual, February 9, 2021}, series = {Proceedings of Machine Learning Research}, volume = {140}, pages = {100--114}, publisher = {{PMLR}}, year = {2021}, url = {https://proceedings.mlr.press/v140/liu21a.html}, timestamp = {Fri, 15 Jul 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/LiuG21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/MajeeAS21, author = {Anay Majee and Kshitij Agrawal and Anbumani Subramanian}, editor = {Isabelle Guyon and Jan N. van Rijn and S{\'{e}}bastien Treguer and Joaquin Vanschoren}, title = {Few-Shot Learning for Road Object Detection}, booktitle = {{AAAI} Workshop on Meta-Learning and MetaDL Challenge, MetaDL@AAAI 2021, virtual, February 9, 2021}, series = {Proceedings of Machine Learning Research}, volume = {140}, pages = {115--126}, publisher = {{PMLR}}, year = {2021}, url = {https://proceedings.mlr.press/v140/majee21a.html}, timestamp = {Fri, 15 Jul 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/MajeeAS21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/MeskhiRMV21, author = {Mikhail M. Meskhi and Adriano Rivolli and Rafael G. Mantovani and Ricardo Vilalta}, editor = {Isabelle Guyon and Jan N. van Rijn and S{\'{e}}bastien Treguer and Joaquin Vanschoren}, title = {Learning Abstract Task Representations}, booktitle = {{AAAI} Workshop on Meta-Learning and MetaDL Challenge, MetaDL@AAAI 2021, virtual, February 9, 2021}, series = {Proceedings of Machine Learning Research}, volume = {140}, pages = {127--137}, publisher = {{PMLR}}, year = {2021}, url = {https://proceedings.mlr.press/v140/meskhi21a.html}, timestamp = {Fri, 15 Jul 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/MeskhiRMV21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/MitchellFM21, author = {Eric Mitchell and Chelsea Finn and Christopher D. Manning}, editor = {Isabelle Guyon and Jan N. van Rijn and S{\'{e}}bastien Treguer and Joaquin Vanschoren}, title = {Challenges of Acquiring Compositional Inductive Biases via Meta-Learning}, booktitle = {{AAAI} Workshop on Meta-Learning and MetaDL Challenge, MetaDL@AAAI 2021, virtual, February 9, 2021}, series = {Proceedings of Machine Learning Research}, volume = {140}, pages = {138--148}, publisher = {{PMLR}}, year = {2021}, url = {https://proceedings.mlr.press/v140/mitchell21a.html}, timestamp = {Fri, 15 Jul 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/MitchellFM21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@proceedings{DBLP:conf/aaai/2021metadl, editor = {Isabelle Guyon and Jan N. van Rijn and S{\'{e}}bastien Treguer and Joaquin Vanschoren}, title = {{AAAI} Workshop on Meta-Learning and MetaDL Challenge, MetaDL@AAAI 2021, virtual, February 9, 2021}, series = {Proceedings of Machine Learning Research}, volume = {140}, publisher = {{PMLR}}, year = {2021}, url = {https://proceedings.mlr.press/v140/}, timestamp = {Fri, 15 Jul 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/aaai/2021metadl.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
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