Agata Lapedriza
Also known as Àgata Lapedriza, Àgata Lapedriza Garcia, A. Lapedriza, Lapedriza Agata
Agata Lapedriza is a computer vision researcher whose career took her from face classification and explainable vision into affective computing and model interpretability. She earned a BS in Mathematics at Universitat de Barcelona and completed a computer science PhD at Universitat Autònoma de Barcelona in 2009. At MIT, she worked on explainable vision, scene recognition, emotion perception and social robotics. In 2024, she coauthored a study of cultural representations of mixed emotions in large language models that won the ACII Best Paper Award; her 2025 work includes self-reflective agents for computer-vision model interpretability. As of October 2026, she is an associate research professor at Northeastern and leads AIWELL at UOC's eHealth Center.
- Now at
- Northeastern University and Open University of Catalonia
- Works
- 118
- Citations
- 21,836
- h-index
- 27
- Links
- Website, Google Scholar and LinkedIn
Publication numbers from OpenAlex, as of 22 October 2026.
Timeline
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2009
Mathematics and a PhD
She earns a BS in Mathematics at the Universitat de Barcelona and completes a PhD in Computer Science at the Universitat Autònoma de Barcelona in 2009, with a thesis titled Multitask Learning Techniques for Automatic Face Classification.
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2012–2015
Visiting professor at MIT CSAIL
From 2012 to 2015, she is a Visiting Professor at MIT CSAIL and works on object detection, scene category and attribute recognition, and explainable AI.
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2015
Scene classifiers learn object detectors
In 2015, she coauthors MIT CSAIL research showing that a deep-learning scene-classification system also learns to recognize objects.
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2017–2020
Affective computing at MIT Media Lab
From 2017 to 2020, she is a visiting professor in MIT Media Lab's Affective Computing group, where she works on emotion perception, emotionally aware dialogue systems, and social robotics.
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2020–2021
Visiting faculty at Google
From 2020 to 2021, she serves as Visiting Faculty at Google in the United States.
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2024
ACII's LLM paper award
In 2024, she coauthors a study of how large language models represent mixed emotions across cultures; the paper receives ACII's Best Paper Award.
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2025
Visual agents for interpretability
In 2025, she coauthors a NeurIPS paper on self-reflective agents that detect visual feature reliance in computer-vision models.
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As of October 2026
Northeastern professor and AIWELL lead
As of October 2026, she is an Associate Research Professor at Northeastern's Institute for Experiential AI and Khoury College, and leads the AIWELL research group at UOC's eHealth Center.
Career
- Since 2023Northeastern UniversityAssociate Research Professor
- NowOpen University of CataloniaAIWELL research group lead
- 2020–2021GoogleVisiting Faculty
- 2017–2020Massachusetts Institute of TechnologyVisiting professor
- 2012–2015MIT CSAILVisiting Professor
- 2012–2026Universitat Oberta de Catalunya
- 2005–2015CERCA Institution
- 2004–2008Universitat Autònoma de Barcelona
Education
- 2009Autonomous University of BarcelonaPhD in Computer Science
- University of BarcelonaBS in Mathematics
Sources and credits
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