Towards Generative Abstract Reasoning: Completing Raven's Progressive Matrix via Rule Abstraction and Selection

18 January 2024

Papers citing "Towards Generative Abstract Reasoning: Completing Raven's Progressive Matrix via Rule Abstraction and Selection"

20 / 20 papers shown

Title
GenVP: Generating Visual Puzzles with Contrastive Hierarchical VAEs Kalliopi Basioti Pritish Sahu Qingze Tony Liu Zihao Xu Hao Wang Vladimir Pavlovic 69 0 0 30 Mar 2025
Compositional Law Parsing with Latent Random Functions Fan Shi Bin Li Xiangyang Xue CoGe 35 4 0 15 Sep 2022
Deep Learning Methods for Abstract Visual Reasoning: A Survey on Raven's Progressive Matrices Mikolaj Malkiñski Jacek Mańdziuk 176 43 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 86 31 0 12 Oct 2021
Raven's Progressive Matrices Completion with Latent Gaussian Process Priors Fan Shi Bin Li Xiangyang Xue LRM 34 9 0 22 Mar 2021
Abstraction and Analogy-Making in Artificial Intelligence Melanie Mitchell 69 166 0 22 Feb 2021
Generating Correct Answers for Progressive Matrices Intelligence Tests Niv Pekar Yaniv Benny Lior Wolf 40 15 0 01 Nov 2020
Generative Neurosymbolic Machines Jindong Jiang Sungjin Ahn BDL OCL 282 69 0 23 Oct 2020
Scale-Localized Abstract Reasoning Yaniv Benny Niv Pekar Lior Wolf 55 63 0 20 Sep 2020
The Scattering Compositional Learner: Discovering Objects, Attributes, Relationships in Analogical Reasoning Yuhuai Wu Honghua Dong Roger C. Grosse Jimmy Ba CoGe 67 68 0 08 Jul 2020
Object-Centric Learning with Slot Attention Francesco Locatello Dirk Weissenborn Thomas Unterthiner Aravindh Mahendran G. Heigold Jakob Uszkoreit Alexey Dosovitskiy Thomas Kipf OCL 222 849 0 26 Jun 2020
Solving Raven's Progressive Matrices with Multi-Layer Relation Networks Marius Jahrens T. Martinetz AIMat GNN 45 29 0 25 Mar 2020
Stratified Rule-Aware Network for Abstract Visual Reasoning Sheng Hu Yuqing Ma Xianglong Liu Yanlu Wei Shihao Bai 50 106 0 17 Feb 2020
Learning Perceptual Inference by Contrasting Chi Zhang Baoxiong Jia Feng Gao Yixin Zhu Hongjing Lu Song-Chun Zhu LRM 62 109 0 29 Nov 2019
Are Disentangled Representations Helpful for Abstract Visual Reasoning? Sjoerd van Steenkiste Francesco Locatello Jürgen Schmidhuber Olivier Bachem 79 210 0 29 May 2019
Attentive Neural Processes Hyunjik Kim A. Mnih Jonathan Richard Schwarz M. Garnelo S. M. Ali Eslami Dan Rosenbaum Oriol Vinyals Yee Whye Teh 96 442 0 17 Jan 2019
Improving Generalization for Abstract Reasoning Tasks Using Disentangled Feature Representations Xander Steenbrugge Sam Leroux Tim Verbelen Bart Dhoedt OOD DRL 49 68 0 12 Nov 2018
Recasting Gradient-Based Meta-Learning as Hierarchical Bayes Erin Grant Chelsea Finn Sergey Levine Trevor Darrell Thomas Griffiths BDL 88 509 0 26 Jan 2018
Categorical Reparameterization with Gumbel-Softmax Eric Jang S. Gu Ben Poole BDL 334 5,364 0 03 Nov 2016
Towards a Neural Statistician Harrison Edwards Amos Storkey BDL 84 427 0 07 Jun 2016