Systematic Visual Reasoning through Object-Centric Relational
Abstraction

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Systematic Visual Reasoning through Object-Centric Relational Abstraction

4 June 2023

Jonathan D. Cohen

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Papers citing "Systematic Visual Reasoning through Object-Centric Relational Abstraction"

9 / 9 papers shown

Title
Cognitively-Inspired Emergent Communication via Knowledge Graphs for Assisting the Visually Impaired Ruxiao Chen Dezheng Han Wenjie Han Shuaishuai Guo 39 0 0 28 May 2025
Are We Done with Object-Centric Learning? Alexander Rubinstein Ameya Prabhu Matthias Bethge Seong Joon Oh OCL 1.1K 2 0 09 Apr 2025
Object-centric Binding in Contrastive Language-Image Pretraining Rim Assouel Pietro Astolfi Florian Bordes M. Drozdzal Adriana Romero Soriano OCL VLM CoGe 161 3 0 19 Feb 2025
Symbolic Disentangled Representations for Images Alexandr Korchemnyi A. Kovalev Aleksandr I. Panov OCL 129 0 0 31 Dec 2024
Object-centric proto-symbolic behavioural reasoning from pixels R. S. V. Bergen Justus F. Hübotter Pablo Lanillos LM&Ro OCL 205 1 0 26 Nov 2024
Compositional Audio Representation Learning Sripathi Sridhar Mark Cartwright AI4TS 119 0 0 15 Sep 2024
Exploring the Effectiveness of Object-Centric Representations in Visual Question Answering: Comparative Insights with Foundation Models Amir Mohammad Karimi Mamaghan Samuele Papa Karl Henrik Johansson Stefan Bauer Andrea Dittadi OCL 174 9 0 22 Jul 2024
Deep Neural Networks Can Learn Generalizable Same-Different Visual Relations Alexa R. Tartaglini Sheridan Feucht Michael A. Lepori Wai Keen Vong Charles Lovering Brenden M. Lake Ellie Pavlick ViT OOD 57 4 0 14 Oct 2023
Deep Learning Methods for Abstract Visual Reasoning: A Survey on Raven's Progressive Matrices Mikolaj Malkiñski Jacek Mańdziuk 216 43 0 28 Jan 2022