Adam Atkinson
Adam Atkinson has 2 papers in our library, in 2017–2025, most of them on Language models & pretraining, Reasoning, Vision & language; often with Abdelrahman Abouelenin, Adam Trischler, Akos Kadar.
OpenAlex · h-index 7 · 11 works · 260 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 263 times in our library · ⭐ Paper Stars ranking: #4911
Affiliations
Fields, topics and concepts
📚 Shelves 5The field of science this work belongs to (OpenAlex fields).Computer Science · 2 worksComputer Vision and Pattern Recognition · 2 worksArts and Humanities · 1 workArtificial Intelligence · 1 workLanguage and Linguistics · 1 work
🧭 Topics 3Research subjects and languages the work is about.Reasoning · 1 workLanguage models & pretraining · 1 workVision & language · 1 work
Works by year
2020s
2010s
Papers
- FigureQA: An Annotated Figure Dataset for Visual Reasoning (2017 · 240 citations)
FigureQA addresses machine reasoning over scientific-style charts. Instead of reconstructing the underlying numbers, a model should judge relationships directly from the image, much as people do on exam questions. The authors built a synthetic corpus of five chart kinds: line, dot-line, vertical bar, horizontal bar… - Phi-4-Mini Technical Report: Compact yet Powerful Multimodal Language Models via Mixture-of-LoRAs (2025 · 152 citations)
Small language models usually trail larger ones at reasoning. Adding vision or audio to them typically means fine-tuning the backbone, which weakens its text skills and forces teams to run several separate models. In this report, Microsoft presents Phi-4-Mini, a 3.8B-parameter decoder-only model. It was trained on…
Co-authors here
- Abdelrahman Abouelenin
- Adam Trischler
- Akos Kadar
- Alon Benhaim
- Atabak Ashfaq
- Dong Chen
- Hany Awadalla
- Jianmin Bao
- Nguyen Bach
- Samira Ebrahimi Kahou
- Vishrav Chaudhary
- Yoshua Bengio
Cited by
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