Tejaswini Medi

Researcher

University of Mannheim

B6, 28–29, Room C 001, 68159, Mannheim

Email: tejaswini.medimail-uni-mannheim.de

Webpage: tejaswinimedi.github.io

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Research Interests

Robustness and Fairness of Deep Learning Models
Image and 3D Generation
Representation Learning

Publications

Tejaswini Medi, Julia Grabinski, Margret Keuper, “Towards Class-wise Robustness Analysis” accepted at OOD Generalization in Computer Vision Workshop, ICCV 2023.Tejaswini Medi, Jawad Tayyub, Muhammad Sarmad, Frank Lindseth, Margret Keuper, “FullFormer: Generating Shapes Inside Shapes”, accepted at DAGM German Conference on Pattern Recognition, Heidelberg, 2023. Tejaswini Medi, Steffen Jung, Margret Keuper, " FAIR-TAT: Improving Model Fairness Using Targeted Adversarial Training”, accepted at Proceedings of the Winter Conference on Applications of Computer Vision (WACV), 2025

Teaching

Teaching Assistant

Generative Computer Vision Models ( FSS 2024, FSS 2025)
Machine Learning ( HWS 2024)
Seminar Organization (AI Safety & Robustness) ( FSS 2025)
Seminar Supervision ( HWS 2024 – FSS 2025)

Community Participation

Active Reviewer for TPAMI, CVPR and NeurIPS Conferences

Prof. Dr. Marc Lerchenmüller

Assistant Professor of Technological Innovation & Management Science

marc.lerchenmuelleruni-mannheim.de

Credit: Konrad Gös

Main fields of research

Economics of innovation
Technology and innovation management
Science policy and translational science

Curriculum vitae

2007	MSc in Financial Economics, University of Oxford
2013	Master in Public Health, Yale University
2013	Dr. rer. pol., Business Economics, WHU
Since 2014	Research Fellow, Yale University
Since 2019	Assistant Professor for Technological Innovation and Management Science, Area Management, University of Mannheim

Selected publications

Schmallenbach, L., Bärnighausen, T. W. and Lerchenmueller, M. J. (2024). The global geography of artificial intelligence in life science research. Nature Communications, 15, 1–12.
Lerchenmueller, M. J., Schmallenbach, L., Bley, M. and Lerchenmüller, C. (2023). Gender disparities in altmetric attention scores for cardiovascular research. Communications biology, 6, 1–5.
Lerchenmueller, M. (2022). Der Gender Gap in der Wissenschaft : Ein Nachteil für Wissenschaft und Gesellschaft – der Schatten des Gender Gap könnte bis ins nächste Jahrhundert reichen. Ifo-Schnelldienst, 75, 24–28.