Relation Reasoning is a cognitive and computational process within visual question answering that involves identifying and interpreting explicit or implicit associations between entities in visual and linguistic modalities to infer correct answers based on relational structures rather than isolated elements.
112
Publications
8.8K
Citations
397
Authors
151
Institutions
Publications per year
2017–2026
76
Parents
Publications
112
Interaction Networks for Learning about Objects, Relations and Physics
Peter Battaglia, Razvan Pascanu, Matthew Lai et al. · arXiv (Cornell University) · 2016 · 577 citations · Full text
Computing, Computer Science, Physics +13
Graph-Based Global Reasoning Networks
Yunpeng Chen, Marcus Rohrbach, Zhicheng Yan et al. · 2019 · 547 citations
A simple neural network module for relational reasoning
Adam Santoro, David Raposo, David G. T. Barrett et al. · arXiv (Cornell University) · 2017 · 502 citations · Full text
Detecting Visual Relationships with Deep Relational Networks
Bo Dai, Yuqi Zhang, Dahua Lin · 2017 · 498 citations
A System for Relational Reasoning in Human Prefrontal Cortex
James A. Waltz, Barbara J. Knowlton, Keith J. Holyoak et al. · Psychological Science · 1999 · 482 citations
1–5 of 112
Authors
397
- AM
3
h-index
- AN
3
h-index
- DG
3
h-index
- RP
3
h-index
- PB
3
h-index
1–5 of 397
Institutions
151
Tsinghua University
Beijing, China
5 h-index
13 publications
394 citations
Google (United States)
Mountain View, United States
5 h-index
15 publications
4.8K citations
Stanford University
Stanford, United States
4 h-index
10 publications
426 citations
University of California, Berkeley
Berkeley, United States
4 h-index
8 publications
598 citations
University of Chinese Academy of Sciences
Beijing, China
4 h-index
10 publications
556 citations
Princeton University
Princeton, United States
3 h-index
5 publications
479 citations
Centre National de la Recherche Scientifique
Paris, France
3 h-index
3 publications
430 citations
University of California, Los Angeles
Los Angeles, United States
3 h-index
10 publications
4.2K citations
1–8 of 151
Venues
- arXiv (Cornell University)
Repository · 19 publications · 1.7K citations
16
h-index
- Proceedings of the AAAI Conference on Artificial Intelligence
Conference · 6 publications · 314 citations
6
h-index
- Psychological Review
2 publications · 562 citations
2
h-index
- Cognitive Science
2 publications · 41 citations
2
h-index
- Thinking & Reasoning
2 publications · 69 citations
2
h-index
1–5