On Deep Set Learning and the Choice of Aggregations

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On Deep Set Learning and the Choice of Aggregations

International Conference on Artificial Neural Networks (ICANN), 2019

18 March 2019

Maximilian Sölch

Patrick van der Smagt

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Papers citing "On Deep Set Learning and the Choice of Aggregations"

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Title
On permutation-invariant neural networks Masanari Kimura Ryotaro Shimizu Yuki Hirakawa Ryosuke Goto Yuki Saito OOD AAML 269 16 0 26 Mar 2024
$Uniform $\mathcal{C}^k$ Approximation of $G$-Invariant and Antisymmetric Functions, Embedding Dimensions, and Polynomial Representations$ Uniform $\mathcal{C}^k$ Approximation of $G$ -Invariant and Antisymmetric Functions, Embedding Dimensions, and Polynomial Representations Soumya Ganguly Khoa Tran Rahul Sarkar 199 0 0 02 Mar 2024
Postprocessing of Ensemble Weather Forecasts Using Permutation-invariant Neural NetworksArtificial Intelligence for the Earth Systems (AI4ES), 2023 Kevin Höhlein Benedikt Schulz Rüdiger Westermann Sebastian Lerch 205 19 0 08 Sep 2023
Robust Point Cloud Processing through Positional EmbeddingInternational Conference on 3D Vision (3DV), 2023 Jianqiao Zheng Xueqian Li Sameera Ramasinghe Simon Lucey 3DPC 176 6 0 01 Sep 2023
The Neural Process Family: Survey, Applications and Perspectives Saurav Jha Dong Gong Xuesong Wang Richard Turner Weitong Chen BDL 389 27 0 01 Sep 2022
Likelihood-Free Parameter Estimation with Neural Bayes EstimatorsAmerican Statistician (Am. Stat.), 2022 Matthew Sainsbury-Dale A. Zammit‐Mangion Raphael Huser 518 50 0 27 Aug 2022
Effective and Interpretable Information Aggregation with Capacity NetworksIEEE International Joint Conference on Neural Network (IJCNN), 2022 Markus Zopf 235 0 0 25 Jul 2022
Improving GNSS Positioning using Neural Network-based Corrections Ashwin V. Kanhere Shubh Gupta Akshay Shetty Grace Gao AAML 148 47 0 18 Oct 2021
Design Strategy Network: A deep hierarchical framework to represent generative design strategies in complex action spaces Ayush Raina Jonathan Cagan Christopher McComb AI4CE 166 13 0 07 Oct 2021
SHIFT15M: Fashion-specific dataset for set-to-set matching with several distribution shifts Masanari Kimura Takuma Nakamura Yuki Saito OOD 177 3 0 30 Aug 2021
Optimal sequential decision making with probabilistic digital twinsSN Applied Sciences (SN Appl. Sci.), 2021 C. Agrell Kristina Rognlien Dahl A. Hafver 123 10 0 12 Mar 2021
Shopping in the Multiverse: A Counterfactual Approach to In-Session Attribution Jacopo Tagliabue Bingqing Yu 107 6 0 20 Jul 2020