--- title: "Roozbeh Mottaghi — author profile and papers in our library" description: "Roozbeh Mottaghi, University of Washington: 2 papers on Elamur Research (2017–2022), h-index 36 — affiliations, topics, co-authors and…" canonical: "https://research.elamur.ai/free/en/authors/roozbeh-mottaghi/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/roozbeh-mottaghi/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Roozbeh Mottaghi # Roozbeh Mottaghi Roozbeh Mottaghi has 2 papers in our library, in 2017–2022, most of them on [Question answering](https://md.research.elamur.ai/free/en/topics/question-answering/), [Evaluation & benchmarks](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/), [Vision & language](https://md.research.elamur.ai/free/en/topics/multimodal/); often with [Abhinav Gupta](https://md.research.elamur.ai/free/en/authors/abhinav-gupta/), [Aniruddha Kembhavi](https://md.research.elamur.ai/free/en/authors/aniruddha-kembhavi/), [Christopher Clark](https://md.research.elamur.ai/free/en/authors/christopher-clark/). 2 papers in our library · 2017–2022 [OpenAlex](https://openalex.org/A5070375939) · [**h-index 36**](https://openalex.org/authors/A5070375939) · [124 works](https://openalex.org/works?filter=author.id:A5070375939) · [9,852 citations](https://openalex.org/works?filter=author.id:A5070375939&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/roozbeh-mottaghi/#papers) · [🔗 Cited 779 times in our library](https://md.research.elamur.ai/free/en/authors/roozbeh-mottaghi/cited-by/) · [10 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #2855](https://md.research.elamur.ai/free/en/paper-stars/page/29/#star-2855) The profile is the library's match of the name; two people with one name are not always told apart. Elsewhere: [Google Scholar](https://scholar.google.com/citations?view_op=search_authors&mauthors=Roozbeh+Mottaghi) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Roozbeh+Mottaghi) · [dblp](https://dblp.org/search?q=Roozbeh+Mottaghi) · [ACL Anthology](https://aclanthology.org/search/?q=Roozbeh+Mottaghi) ## Affiliations [🎓**University of Washington** Seattle · United States 2017–2026 · 17 papers*current*](https://md.research.elamur.ai/free/en/universities/university-of-washington/) · [🔬**Allen Institute for Artificial Intelligence** Seattle · United States 2015–2022 · 40 papers](https://md.research.elamur.ai/free/en/labs/allen-institute-for-artificial-intelligence/) · [🎓**Stanford University** Stanford · United States 2014–2016 · 5 papers](https://md.research.elamur.ai/free/en/universities/stanford-university/) · [🎓**University of California, Los Angeles** Los Angeles · United States 2011–2013 · 5 papers](https://md.research.elamur.ai/free/en/universities/university-of-california-los-angeles/) · [🎓**Simon Fraser University** Burnaby · Canada 2005–2007 · 5 papers](https://md.research.elamur.ai/free/en/universities/simon-fraser-university/) · [🏢**Meta** Menlo Park · United States 2023–2024 · 4 papers](https://md.research.elamur.ai/free/en/companies/meta/) · [🎓**Georgia Institute of Technology** Atlanta · United States 2008–2009 · 2 papers](https://md.research.elamur.ai/free/en/universities/georgia-institute-of-technology/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 1 more institution on single bylines are not listed. ## Fields, topics and concepts Of its works in our library, with the number of works on each. 📚 Shelves 7 The field of science this work belongs to (OpenAlex fields).[Computer Science · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Artificial Intelligence · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Computer Vision and Pattern Recognition · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) · [Arts and Humanities · 1 work](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Engineering · 1 work](https://md.research.elamur.ai/free/en/shelves/engineering/) · [Language and Linguistics · 1 work](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Control and Systems Engineering · 1 work](https://md.research.elamur.ai/free/en/shelves/engineering/control-and-systems-engineering/) 🧭 Topics 3 Research subjects and languages the work is about.[Evaluation & benchmarks · 1 work](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/) · [Question answering · 1 work](https://md.research.elamur.ai/free/en/topics/question-answering/) · [Vision & language · 1 work](https://md.research.elamur.ai/free/en/topics/multimodal/) ## Works by year ### 2020s [**2022** 1 paper](https://md.research.elamur.ai/free/en/authors/roozbeh-mottaghi/year/2022/) ### 2010s [**2017** 1 paper](https://md.research.elamur.ai/free/en/authors/roozbeh-mottaghi/year/2017/) ## Papers The most cited first (OpenAlex and our library). 1. **[A-OKVQA: A Benchmark for Visual Question Answering using World Knowledge](https://md.research.elamur.ai/free/en/papers/schwenk-2022-okvqa-benchmark-visual-question-answering/)** *(2022 · 509 citations)* Large pretrained vision–language models have nearly saturated many Visual Question Answering benchmarks. One reason is that the questions in these benchmarks are formulaic, need little knowledge beyond the picture, and require only shallow inference. A-OKVQA, an extension of the authors' earlier OK-VQA, addresses… 2. **[AI2-THOR: An Interactive 3D Environment for Visual AI](https://md.research.elamur.ai/free/en/papers/kolve-2017-ai2-thor-interactive-3d-environment/)** *(2017 · 421 citations)* AI2-THOR, developed mainly at the Allen Institute for AI, is a simulation platform for embodied and visual AI. ## All works 12 works of theirs in our library, the most cited first; 2 with a page here, the others link their original until we summarise them. 1. **[OK-VQA: A Visual Question Answering Benchmark Requiring External Knowledge ↗](https://doi.org/10.1109/cvpr.2019.00331) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Kenneth Marino et al.*2019 · 1,056 citations* 2. **[A-OKVQA: A Benchmark for Visual Question Answering using World Knowledge](https://md.research.elamur.ai/free/en/papers/schwenk-2022-okvqa-benchmark-visual-question-answering/) [Lecture notes in computer science](https://md.research.elamur.ai/free/en/venues/lecture-notes-in-computer-science/)**Dustin Schwenk, Apoorv Khandelwal, Christopher Clark, et al.*2022 · 509 citations* 3. [**AI2-THOR: An Interactive 3D Environment for Visual AI arXiv:1712.05474**Eric Kolve, Roozbeh Mottaghi, Winson Han, et al.*2017 · 421 citations*](https://md.research.elamur.ai/free/en/papers/kolve-2017-ai2-thor-interactive-3d-environment/) 4. **[Learning to Learn How to Learn: Self-Adaptive Visual Navigation Using Meta-Learning ↗](https://doi.org/10.1109/cvpr.2019.00691) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Mitchell Wortsman et al.*2019 · 249 citations* 5. **[RoboTHOR: An Open Simulation-to-Real Embodied AI Platform ↗](https://doi.org/10.1109/cvpr42600.2020.00323) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Matt Deitke et al.*2020 · 231 citations* 6. **[Visual Semantic Planning Using Deep Successor Representations ↗](https://doi.org/10.1109/iccv.2017.60) IEEE International Conference on Computer Vision (ICCV) · no summary yet**Yuke Zhu et al.*2017 · 143 citations* 7. **[Bottom-Up Segmentation for Top-Down Detection ↗](https://doi.org/10.1109/cvpr.2013.423) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Sanja Fidler et al.*2013 · 129 citations* 8. **[Analyzing Semantic Segmentation Using Hybrid Human-Machine CRFs ↗](https://doi.org/10.1109/cvpr.2013.404) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Roozbeh Mottaghi et al.*2013 · 35 citations* 9. **[Human-Machine CRFs for Identifying Bottlenecks in Scene Understanding ↗](https://doi.org/10.1109/tpami.2015.2437377) IEEE Transactions on Pattern Analysis and Machine Intelligence · no summary yet**Roozbeh Mottaghi et al.*2015 · 24 citations* 10. **[Situated Instruction Following ↗](https://doi.org/10.1007/978-3-031-73030-6_12) Lecture notes in computer science · no summary yet**So Yeon Min et al.*2024 · 5 citations* 11. **[Human-Machine CRFs for Identifying Bottlenecks in Holistic Scene Understanding ↗](https://arxiv.org/abs/1406.3906) arXiv (Cornell University) · no summary yet**Roozbeh Mottaghi et al.*2014 · 1 citation* 12. **[1Human-Machine CRFs for Identifying Bottlenecks in Holistic Scene Understanding ↗](https://openalex.org/W7214256476) no summary yet**Roozbeh Mottaghi et al.*2016* ## Co-authors here 7 co-authors with a page, the most papers together first. - [Abhinav Gupta](https://md.research.elamur.ai/free/en/authors/abhinav-gupta/) - [Aniruddha Kembhavi](https://md.research.elamur.ai/free/en/authors/aniruddha-kembhavi/) - [Christopher Clark](https://md.research.elamur.ai/free/en/authors/christopher-clark/) - [Dustin Schwenk](https://md.research.elamur.ai/free/en/authors/dustin-schwenk/) - [Eric Kolve](https://md.research.elamur.ai/free/en/authors/eric-kolve/) - [Matt Deitke](https://md.research.elamur.ai/free/en/authors/matt-deitke/) - [Yuke Zhu](https://md.research.elamur.ai/free/en/authors/yuke-zhu/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings ×5 - [Lecture notes in computer science](https://md.research.elamur.ai/free/en/venues/lecture-notes-in-computer-science/) ×2: [Lecture notes in computer science 2022](https://md.research.elamur.ai/free/en/venues/lecture-notes-in-computer-science/2022/) - IEEE International Conference on Computer Vision (ICCV) - IEEE Transactions on Pattern Analysis and Machine Intelligence ## Cited by Papers of our library cite their works 779 times (of the 149,439 papers whose bibliographies we read); [132 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/roozbeh-mottaghi/cited-by/). Updated 2 November 2026