The Scattering Compositional Learner: Discovering Objects, Attributes,
Relationships in Analogical Reasoning

The Scattering Compositional Learner: Discovering Objects, Attributes, Relationships in Analogical Reasoning

8 July 2020

Roger C. Grosse

Jimmy Ba

Papers citing "The Scattering Compositional Learner: Discovering Objects, Attributes, Relationships in Analogical Reasoning"

12 / 12 papers shown

Title
Generalization and Knowledge Transfer in Abstract Visual Reasoning Models Mikołaj Małkiński Jacek Mañdziuk 32 0 0 16 Jun 2024
Does Visual Pretraining Help End-to-End Reasoning? Chen Sun Calvin Luo Xingyi Zhou Anurag Arnab Cordelia Schmid OCL LRM ViT 28 3 0 17 Jul 2023
Abstracting Concept-Changing Rules for Solving Raven's Progressive Matrix Problems Fan Shi Bin Li Xiangyang Xue LRM 27 9 0 15 Jul 2023
Emergent Analogical Reasoning in Large Language Models Taylor W. Webb K. Holyoak Hongjing Lu ReLM ELM LRM AI4CE 25 289 0 19 Dec 2022
Multi-Viewpoint and Multi-Evaluation with Felicitous Inductive Bias Boost Machine Abstract Reasoning Ability Qinglai Wei Diancheng Chen Beiming Yuan 27 10 0 26 Oct 2022
Compositional Law Parsing with Latent Random Functions Fan Shi Bin Li Xiangyang Xue CoGe 16 4 0 15 Sep 2022
Evaluating Understanding on Conceptual Abstraction Benchmarks Victor Vikram Odouard Melanie Mitchell ELM 14 15 0 28 Jun 2022
Interactive Visual Reasoning under Uncertainty Manjie Xu Guangyuan Jiang Wei Liang Song-Chun Zhu Yixin Zhu LRM 37 5 0 18 Jun 2022
Deep Learning Methods for Abstract Visual Reasoning: A Survey on Raven's Progressive Matrices Mikolaj Malkiñski Jacek Mañdziuk 114 41 0 28 Jan 2022
Dynamic Inference with Neural Interpreters Nasim Rahaman Muhammad Waleed Gondal S. Joshi Peter V. Gehler Yoshua Bengio Francesco Locatello Bernhard Schölkopf 21 31 0 12 Oct 2021
Emergent Symbols through Binding in External Memory Taylor W. Webb I. Sinha J. Cohen 59 64 0 29 Dec 2020
Aggregated Residual Transformations for Deep Neural Networks Saining Xie Ross B. Girshick Piotr Dollár Z. Tu Kaiming He 268 10,214 0 16 Nov 2016