Keyword

visual reasoning

Description: Visual reasoning is the use of visual information and representations to draw conclusions or solve problems, including in mathematics and cognitive science.

Primary topic: Multimodal Machine Learning Applications (36%)

Wikidata ID: wiki/Q7936620

OpenAlex ID: keywords/visual-reasoning

VQA: Visual Question Answering

2015 · Stanislaw Antol, Aishwarya Agrawal, et al. · IEEE International Conference on Computer Vision (ICCV) · 4,485

Transformers in Vision: A Survey

2022 · Salman Khan, Muzammal Naseer, et al. · ACM Computing Surveys · 3,585

PDF

FiLM: Visual Reasoning with a General Conditioning Layer

2018 · Ethan Perez, Florian Strub, et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2,457

CLEVR: A Diagnostic Dataset for Compositional Language and Elementary Visual Reasoning

2017 · Justin Johnson, Bharath Hariharan, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 1,781

GQA: A New Dataset for Real-World Visual Reasoning and Compositional Question Answering

2019 · Drew A. Hudson, Christopher D. Manning · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 1,484

PDF

Standard Progressive Matrices

2012 · SpringerReference · 1,216

VQA: Visual Question Answering

2015 · Agrawal, Aishwarya, Lu, Jiasen, et al. · arXiv (Cornell University) · 968

PDF

Mental imagery: In search of a theory

2002 · Zenon W. Pylyshyn · Behavioral and Brain Sciences · 724

Guide to using the Coloured Progressive Matrices.

1958 · John Raven · 667

Advanced progressive matrices : sets I and II

1962 · John Raven · H. K. Lewis eBooks · 639

Empirical Studies in Information Visualization: Seven Scenarios

2011 · H. Lam, E. Bertini, et al. · IEEE Transactions on Visualization and Computer Graphics · 626

VQA: Visual Question Answering

2016 · Aishwarya Agrawal, Jiasen Lu, et al. · International Journal of Computer Vision · 570

Image as a Foreign Language: BEIT Pretraining for Vision and Vision-Language Tasks

2023 · Wenhui Wang, Hangbo Bao, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 559

How Is ChatGPT’s Behavior Changing Over Time?

2024 · Lingjiao Chen, Matei Zaharia, et al. · Harvard Data Science Review · 504

PDF

Raven's coloured progressive matrices: normative values on 305 adult normal controls.

1987 · A Basso, E Capitani, et al. · PubMed · 479

Inferring and Executing Programs for Visual Reasoning

2017 · Justin Johnson, Bharath Hariharan, et al. · IEEE International Conference on Computer Vision (ICCV) · 473

PDF

A Corpus for Reasoning about Natural Language Grounded in Photographs

2019 · Alane Suhr, Stephanie Zhou, et al. · Annual Meeting of the Association for Computational Linguistics (ACL) · 459

PDF

On visual design thinking: the vis kids of architecture

1994 · Gabriela Goldschmidt · Design Studies · 455

MMMU: A Massive Multi-Discipline Multimodal Understanding and Reasoning Benchmark for Expert AGI

2024 · Xiang Yue, Yuansheng Ni, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 425

PDF

ChartQA: A Benchmark for Question Answering about Charts with Visual and Logical Reasoning

2022 · Ahmed Masry, Do Long, et al. · Findings of the Association for Computational Linguistics: ACL 2022 · 383

PDF

Diagrammatic reasoning: Cognitive and computational perspectives

1996 · Computers & Mathematics with Applications · 376

Coloured progressive matrices : sets A, Ab, B

1956 · John Raven · H. K. Lewis eBooks · 332

The More You Know: Using Knowledge Graphs for Image Classification

2017 · Kenneth Marino, Ruslan Salakhutdinov, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 331

WISC-IV and WIAT-II Profiles in Children With High-Functioning Autism

2007 · Susan Dickerson Mayes, Susan L. Calhoun · Journal of Autism and Developmental Disorders · 330

Visual Explanations: Images and Quantities, Evidence and Narrative

1998 · Douglas Herrmann, Edward R. Tufte · Journal of the American Statistical Association · 327

Works count: 3,417

Citation count: 48,740