Frank R. Schmidt

Computer Science · Physical Sciences

14h-index1.0kcitations27works0.02yr avg
OpenAlex↗Google Scholar↗

Accepting Students?

No reports yet. Know if this professor is taking students?

Research Topics

Medical Image Segmentation Techniques(11), Advanced Image and Video Retrieval Techniques(9), Adversarial Robustness in Machine Learning(8), Advanced Vision and Imaging(5), Advanced Neural Network Applications(4)

Publications27 total

Jailbreaking LLMs Without Gradients or Priors: Effective and Transferable Attacks
ArXiv.org·2026Open Access
Neural Network Virtual Sensors for Fuel Injection Quantities with Provable Performance Specifications
2020· 4 citedOpen Access
Adversarial camera stickers: A physical camera-based attack on deep learning systems
International Conference on Machine Learning·2019· 44 cited
Adversarial camera stickers: A Physical Camera Attack on Deep Learning Classifier
arXiv (Cornell University)·2019· 9 citedOpen Access
Adversarial camera stickers: A physical camera-based attack on deep learning systems
arXiv (Cornell University)·2019· 61 citedOpen Access
Wasserstein Adversarial Examples via Projected Sinkhorn Iterations
arXiv (Cornell University)·2019· 59 citedOpen Access
Discrete-Continuous ADMM for Transductive Inference in Higher-Order MRFs
2018· 10 cited
Scaling provable adversarial defenses
arXiv (Cornell University)·2018· 120 citedOpen Access
Scaling provable adversarial defenses
Neural Information Processing Systems·2018· 238 cited
MRF Optimization with Separable Convex Prior on Partially Ordered Labels
Lecture notes in computer science·2018· 4 cited
A Combinatorial Solution to Non-Rigid 3D Shape-to-Image Matching
2017· 15 citedOpen Access
Discrete-Continuous ADMM for Transductive Inference in Higher-Order MRFs
arXiv (Cornell University)·2017Open Access
White Matter MS-Lesion SegmentationUsing a Geometric Brain Model
IEEE Transactions on Medical Imaging·2016· 29 cited
Shape Distances for Binary Image Segmentation
Mathematics and visualization·2016
Video Segmentation with Just a Few Strokes
2015· 136 cited
An Experimental Comparison of Trust Region and Level Sets
arXiv (Cornell University)·2013Open Access
Guest Editorial: Energy Optimization Methods
International Journal of Computer Vision·2013Open Access
Fast Trust Region for Segmentation
2013· 40 cited
Energy Minimization Methods in Computer Vision and Pattern Recognition
Lecture notes in computer science·2011· 9 cited
Interactive Segmentation with Super-Labels
Lecture notes in computer science·2011· 21 cited
page 1 of 2Next →

Frequent Co-authors

Daniel Cremers(10), Yuri Boykov(8), J. Zico Kolter(7), Eric Wong(4), Lena Gorelick(4), Thomas Brox(3), Eno Töppe(3), Csaba Domokos(3), Jan Hendrik Metzen(2), Juncheng Li(2), Emanuel Laude(2), Jan-Hendrik Lange(2), Jonas Schüpfer(2), Laura Leal-Taixé(2), Bjoern Andres(2), Fredrik Kahl(2), Victor Lempitsky(2), Ismail Ben Ayed(2), Naveen Shankar Nagaraja(1), Frank Barthel(1)