Scale-Localized Abstract Reasoning

20 September 2020

Papers citing "Scale-Localized Abstract Reasoning"

38 / 38 papers shown

Title
GenVP: Generating Visual Puzzles with Contrastive Hierarchical VAEs Kalliopi Basioti Pritish Sahu Qingze Tony Liu Zihao Xu Hao Wang Vladimir Pavlovic 47 0 0 30 Mar 2025
Can Large Reasoning Models do Analogical Reasoning under Perceptual Uncertainty? Giacomo Camposampiero Michael Hersche Roger Wattenhofer A. Sebastian Abbas Rahimi LRM 56 1 0 14 Mar 2025
Towards Learning to Reason: Comparing LLMs with Neuro-Symbolic on Arithmetic Relations in Abstract Reasoning Michael Hersche Giacomo Camposampiero Roger Wattenhofer A. Sebastian Abbas Rahimi LRM 64 1 0 07 Dec 2024
Learning Visual Abstract Reasoning through Dual-Stream Networks Kai Zhao Chang Xu Bailu Si 112 3 0 29 Nov 2024
Funny-Valen-Tine: Planning Solution Distribution Enhances Machine Abstract Reasoning Ability Ruizhuo Song Beiming Yuan OOD 31 0 0 02 Jul 2024
Towards Learning Abductive Reasoning using VSA Distributed Representations Giacomo Camposampiero Michael Hersche Aleksandar Terzić Roger Wattenhofer Abu Sebastian Abbas Rahimi LRM 32 2 0 27 Jun 2024
Evaluating Large Vision-and-Language Models on Children's Mathematical Olympiads A. Cherian Kuan-Chuan Peng Suhas Lohit Joanna Matthiesen Kevin A. Smith J. Tenenbaum ELM LRM 39 6 0 22 Jun 2024
A-I-RAVEN and I-RAVEN-Mesh: Two New Benchmarks for Abstract Visual Reasoning Mikołaj Małkiński Jacek Mañdziuk 36 0 0 16 Jun 2024
What is the Visual Cognition Gap between Humans and Multimodal LLMs? Xu Cao Bolin Lai Wenqian Ye Yunsheng Ma Joerg Heintz Jintai Chen Jianguo Cao James M. Rehg 45 8 0 14 Jun 2024
MARVEL: Multidimensional Abstraction and Reasoning through Visual Evaluation and Learning Yifan Jiang Jiarui Zhang Kexuan Sun Zhivar Sourati Kian Ahrabian Kaixin Ma Filip Ilievski Jay Pujara LRM 37 11 0 21 Apr 2024
What Are We Measuring When We Evaluate Large Vision-Language Models? An Analysis of Latent Factors and Biases A. M. H. Tiong Junqi Zhao Boyang Albert Li Junnan Li S. Hoi Caiming Xiong 45 8 0 03 Apr 2024
ViTCN: Vision Transformer Contrastive Network For Reasoning Bo Song Yuanhao Xu Yichao Wu LRM 28 6 0 15 Mar 2024
Slot Abstractors: Toward Scalable Abstract Visual Reasoning S. S. Mondal Jonathan D. Cohen Taylor W. Webb OCL 34 8 0 06 Mar 2024
Triple-CFN: Restructuring Concept and Feature Spaces for Enhancing Abstract Reasoning Process Ruizhuo Song Beiming Yuan LRM 40 0 0 05 Mar 2024
The KANDY Benchmark: Incremental Neuro-Symbolic Learning and Reasoning with Kandinsky Patterns Luca Salvatore Lorello Marco Lippi S. Melacci 32 2 0 27 Feb 2024
Probabilistic Abduction for Visual Abstract Reasoning via Learning Rules in Vector-symbolic Architectures Michael Hersche Francesco di Stefano Thomas Hofmann Abu Sebastian Abbas Rahimi 22 8 0 29 Jan 2024
Towards Generative Abstract Reasoning: Completing Raven's Progressive Matrix via Rule Abstraction and Selection Fan Shi Bin Li Xiangyang Xue ReLM LRM 31 3 0 18 Jan 2024
One Self-Configurable Model to Solve Many Abstract Visual Reasoning Problems Mikolaj Malkiñski Jacek Mañdziuk 26 3 0 15 Dec 2023
Imagine the Unseen World: A Benchmark for Systematic Generalization in Visual World Models Yeongbin Kim Gautam Singh Junyeong Park Çağlar Gülçehre Sungjin Ahn OCL VLM 42 1 0 15 Nov 2023
A Cognitively-Inspired Neural Architecture for Visual Abstract Reasoning Using Contrastive Perceptual and Conceptual Processing Yu’an Yang Deepayan Sanyal James Ainooson Joel Michelson Effat Farhana M. Kunda 32 3 0 19 Sep 2023
Learning Abstract Visual Reasoning via Task Decomposition: A Case Study in Raven Progressive Matrices Jakub M. Kwiatkowski K. Krawiec 22 1 0 12 Aug 2023
Abstracting Concept-Changing Rules for Solving Raven's Progressive Matrix Problems Fan Shi Bin Li Xiangyang Xue LRM 34 9 0 15 Jul 2023
Abstract Visual Reasoning: An Algebraic Approach for Solving Raven's Progressive Matrices Jingyi Xu Tushar Vaidya Y. Blankenship Saket Chandra Zhangsheng Lai Kai Fong Ernest Chong 41 8 0 21 Mar 2023
Learning to reason over visual objects S. S. Mondal Taylor W. Webb Jonathan D. Cohen OCL 30 28 0 03 Mar 2023
Does Deep Learning Learn to Abstract? A Systematic Probing Framework Shengnan An Zeqi Lin B. Chen Qiang Fu Nanning Zheng Jian-Guang Lou 33 4 0 23 Feb 2023
Deep Non-Monotonic Reasoning for Visual Abstract Reasoning Tasks Yu’an Yang Deepayan Sanyal Joel Michelson James Ainooson M. Kunda 11 0 0 08 Feb 2023
Are Deep Neural Networks SMARTer than Second Graders? A. Cherian Kuan-Chuan Peng Suhas Lohit Kevin A. Smith J. Tenenbaum AAML LRM ReLM 27 29 0 20 Dec 2022
Multi-Viewpoint and Multi-Evaluation with Felicitous Inductive Bias Boost Machine Abstract Reasoning Ability Qinglai Wei Diancheng Chen Beiming Yuan 32 10 0 26 Oct 2022
Visual-Imagery-Based Analogical Construction in Geometric Matrix Reasoning Task Yu’an Yang Keith McGreggor M. Kunda 13 2 0 29 Aug 2022
Evaluating Understanding on Conceptual Abstraction Benchmarks Victor Vikram Odouard Melanie Mitchell ELM 22 14 0 28 Jun 2022
SAViR-T: Spatially Attentive Visual Reasoning with Transformers Pritish Sahu Kalliopi Basioti Vladimir Pavlovic LRM 11 15 0 18 Jun 2022
A Neuro-vector-symbolic Architecture for Solving Raven's Progressive Matrices Michael Hersche Mustafa Zeqiri Luca Benini Abu Sebastian Abbas Rahimi NAI 29 91 0 09 Mar 2022
A Review of Emerging Research Directions in Abstract Visual Reasoning Mikolaj Malkiñski Jacek Mañdziuk 28 38 0 21 Feb 2022
Deep Learning Methods for Abstract Visual Reasoning: A Survey on Raven's Progressive Matrices Mikolaj Malkiñski Jacek Mañdziuk 120 41 0 28 Jan 2022
Automatic Item Generation of Figural Analogy Problems: A Review and Outlook Yu’an Yang Deepayan Sanyal Joel Michelson James Ainooson M. Kunda 20 5 0 20 Jan 2022
Logical Activation Functions: Logit-space equivalents of Probabilistic Boolean Operators S. Lowe Robert C. Earle Jason dÉon Thomas Trappenberg Sageev Oore 23 1 0 22 Oct 2021
DAReN: A Collaborative Approach Towards Reasoning And Disentangling Pritish Sahu Kalliopi Basioti Vladimir Pavlovic 33 1 0 27 Sep 2021
Generating Correct Answers for Progressive Matrices Intelligence Tests Niv Pekar Yaniv Benny Lior Wolf 19 15 0 01 Nov 2020