Margaret Mitchell
Impact in
-
- Multimodal Machine Learning Applications
- Advanced Image and Video Retrieval Techniques
- Human Pose and Action Recognition
- Health Informatics top 0.5%
Papers in
-
- Topic Modeling 22
- Natural Language Processing Techniques 16
- Speech and dialogue systems 12
- Domain Adaptation and Few-Shot Learning 6
- Sentiment Analysis and Opinion Mining 4
-
- Multimodal Machine Learning Applications 16
- Advanced Image and Video Retrieval Techniques 10
- Co-authors
- C. Lawrence Zitnick (5 shared papers)Devi Parikh (3 shared papers)Aishwarya Agrawal (3 shared papers)Dhruv Batra (3 shared papers)Stanislaw Antol (2 shared papers)Jiasen Lu (2 shared papers)Kristy Hollingshead (4 shared papers)Ben Hutchinson (5 shared papers)
- Journals
- International Journal of Computer Vision (2 papers)Autism (2 papers)Cognitive Science (1 paper)IEEE Transactions on Visualization and Computer Graphics (1 paper)Journal of Consulting and Clinical Psychology (1 paper)
- Partner nations
- United StatesUnited KingdomAustralia
In The Last Decade
Margaret Mitchell
67 papers receiving 7.4k citations
Margaret Mitchell's Hit Papers
Peers
Comparison fields: 5 of 156
- Computer Vision and Pattern Recognition 4.5k
- Health Informatics 207
- Artificial Intelligence 4.9k
- Safety Research 587
- Applied Psychology 192
Countries citing papers authored by Margaret Mitchell
This map shows the geographic impact of Margaret Mitchell's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Margaret Mitchell with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Margaret Mitchell more than expected).
Fields of papers citing papers by Margaret Mitchell
This network shows the impact of papers produced by Margaret Mitchell. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Margaret Mitchell. The network helps show where Margaret Mitchell may publish in the future.
Co-authors
The 25 scholars most cited alongside Margaret Mitchell, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.
All Works
Showing the 20 most-cited of 67 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | VQA: Visual Question Answering Hit paper breakdown → | 2015 | 2738 |
| 2 | From captions to visual concepts and back Hit paper breakdown → | 2015 | 874 |
| 3 | Closing the AI accountability gap Hit paper breakdown → | 2020 | 525 |
| 4 | A Neural Network Approach to Context-Sensitive Generation of Conversational Responses Hit paper breakdown → | 2015 | 505 |
| 5 | VQA: Visual Question Answering Hit paper breakdown → | 2016 | 388 |
| 6 | 2011 | 282 | |
| 7 | 2012 | 279 | |
| 8 | 2015 | 233 | |
| 9 | 2020 | 175 | |
| 10 | Towards Accountability for Machine Learning Datasets: Practices from Software Engineering and Infrastructure Hit paper breakdown → | 2021 | 172 |
| 11 | 2016 | 150 | |
| 12 | 2015 | 147 | |
| 13 | 2013 | 146 | |
| 14 | 2015 | 126 | |
| 15 | 2017 | 110 | |
| 16 | 2012 | 109 | |
| 17 | 2018 | 80 | |
| 18 | 2007 | 68 | |
| 19 | 2015 | 65 | |
| 20 | 2010 | 62 |
About Margaret Mitchell
Margaret Mitchell is a scholar working on Artificial Intelligence, Computer Vision and Pattern Recognition, Safety Research, Sociology and Political Science and Social Psychology, having authored 67 papers that have together received 7.8k indexed citations. Recurring topics across this work include Topic Modeling (22 papers), Natural Language Processing Techniques (16 papers), Multimodal Machine Learning Applications (16 papers), Speech and dialogue systems (12 papers), Advanced Image and Video Retrieval Techniques (10 papers), Ethics and Social Impacts of AI (8 papers), Domain Adaptation and Few-Shot Learning (6 papers) and Sentiment Analysis and Opinion Mining (4 papers). The work is most often cited by research in Computer Vision and Pattern Recognition (4.5k citations), Health Informatics (207 citations), Artificial Intelligence (4.9k citations), Safety Research (587 citations) and Applied Psychology (192 citations). Margaret Mitchell has collaborated with scholars based in United States, United Kingdom and Australia. Frequent co-authors include C. Lawrence Zitnick, Devi Parikh, Aishwarya Agrawal, Dhruv Batra, Stanislaw Antol, Jiasen Lu, Kristy Hollingshead, Ben Hutchinson, Xiaodong He and Hao Fang. Their work appears in journals such as International Journal of Computer Vision, Autism, Cognitive Science, IEEE Transactions on Visualization and Computer Graphics and Journal of Consulting and Clinical Psychology.
Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.