A Review of Emerging Research Directions in Abstract Visual Reasoning

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A Review of Emerging Research Directions in Abstract Visual Reasoning

21 February 2022

Mikolaj Malkiñski

Jacek Mańdziuk

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Papers citing "A Review of Emerging Research Directions in Abstract Visual Reasoning"

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Title
Diffusion with a Linguistic Compass: Steering the Generation of Clinically Plausible Future sMRI Representations for Early MCI Conversion Prediction Zhihao Tang Chaozhuo Li Litian Zhang Xi Zhang DiffM MedIm 45 9 0 05 Jun 2025
VisuRiddles: Fine-grained Perception is a Primary Bottleneck for Multimodal Large Language Models in Abstract Visual Reasoning Hao Yan Handong Zheng Hao Wang Liang Yin Xingchen Liu ... Minghui Liao Chao Weng Wei Chen Yuliang Liu Xiang Bai LRM 52 0 0 03 Jun 2025
NTSEBENCH: Cognitive Reasoning Benchmark for Vision Language Models Pranshu Pandya Agney S Talwarr Vatsal Gupta Tushar Kataria Dan Roth Vivek Gupta LRM 153 2 0 15 Jul 2024
Text-to-Image Cross-Modal Generation: A Systematic Review Maciej Żelaszczyk Jacek Mańdziuk 97 4 0 21 Jan 2024
Solving ARC visual analogies with neural embeddings and vector arithmetic: A generalized method Luca H. Thoms Karel A. Veldkamp Hannes Rosenbusch Claire E. Stevenson DML 92 6 0 14 Nov 2023
Learning Differentiable Logic Programs for Abstract Visual Reasoning Hikaru Shindo Viktor Pfanschilling Devendra Singh Dhami Kristian Kersting NAI 83 9 0 03 Jul 2023
Are Deep Neural Networks SMARTer than Second Graders? A. Cherian Kuan-Chuan Peng Suhas Lohit Kevin A. Smith J. Tenenbaum AAML LRM ReLM 112 31 0 20 Dec 2022
SAViR-T: Spatially Attentive Visual Reasoning with Transformers Pritish Sahu Kalliopi Basioti Vladimir Pavlovic LRM 68 16 0 18 Jun 2022
Deep Learning Methods for Abstract Visual Reasoning: A Survey on Raven's Progressive Matrices Mikolaj Malkiñski Jacek Mańdziuk 216 43 0 28 Jan 2022