Matt Deitke
Matt Deitke has 2 papers in our library, in 2017–2024, most of them on Language models & pretraining, Vision & language; often with Abhinav Gupta, Aniruddha Kembhavi, Christopher Clark.
OpenAlex · h-index 9 · 18 works · 1,399 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 405 times in our library · 3 more in our library without a page yet · ⭐ Paper Stars ranking: #3687
Affiliations
Fields, topics and concepts
📚 Shelves 7The field of science this work belongs to (OpenAlex fields).Computer Science · 2 worksArtificial Intelligence · 2 worksComputer Vision and Pattern Recognition · 2 worksEngineering · 1 workArts and Humanities · 1 workControl and Systems Engineering · 1 workLanguage and Linguistics · 1 work
🧭 Topics 2Research subjects and languages the work is about.Language models & pretraining · 1 workVision & language · 1 work
Works by year
2020s
2010s
Papers
- AI2-THOR: An Interactive 3D Environment for Visual AI (2017 · 421 citations)
AI2-THOR, developed mainly at the Allen Institute for AI, is a simulation platform for embodied and visual AI. - Molmo and PixMo: Open Weights and Open Data for State-of-the-Art Vision-Language Models (2024 · 216 citations)
The strongest vision-language models (VLMs) are closed. Most capable open-weight alternatives are trained on captions or answers produced by proprietary systems such as GPT-4V. In effect they distill closed models, so it remains unclear how to build a strong VLM from scratch. The authors release Molmo, a family of…
All works
- Objaverse: A Universe of Annotated 3D Objects ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetMatt Deitke et al.2023 · 800 citations
- AI2-THOR: An Interactive 3D Environment for Visual AIarXiv:1712.05474Eric Kolve, Roozbeh Mottaghi, Winson Han, et al.2017 · 421 citations
- RoboTHOR: An Open Simulation-to-Real Embodied AI Platform ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetMatt Deitke et al.2020 · 231 citations
- Molmo and PixMo: Open Weights and Open Data for State-of-the-Art Vision-Language ModelsIEEE Computer Society Conference on Computer Vision and Pattern RecognitionMatt Deitke, Christopher Clark, Sangho Lee, et al.2024 · 216 citations
- Scaling Text-Rich Image Understanding via Code-Guided Synthetic Multimodal Data Generation ↗Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetYue Yang et al.2025 · 24 citations
Co-authors here
- Abhinav Gupta
- Aniruddha Kembhavi
- Christopher Clark
- Eric Kolve
- Jiasen Lu
- Kyle Lo
- Luca Soldaini
- Mohammadreza Salehi
- Niklas Muennighoff
- Roozbeh Mottaghi
- Taira Anderson
- Yue Yang
Venues
- IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings ×2
- IEEE Computer Society Conference on Computer Vision and Pattern Recognition: IEEE Computer Society Conference on Computer Vision and Pattern Recognition 2024
- Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
Cited by
Updated
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