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Jerod Weinman
ProfessorDepartment of Computer Science Grinnell College [Contact]
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Fall 2024 Courses
Research Interests
I am interested in visual learning, especially inducing properties of the environment, i.e. what are relevant features? what is an appropriate model of reasoning for a visual task? Typically this involves bringing many sources of information to bear on a problem and using them in a unified fashion.
More details may be found in my research projects or publications
Frequently Asked Questions
- When are your office hours?
- Will you be my advisor?
Members of the class of 2026 were handled by the CS department in spring 2024. Stay tuned in spring 2025 for a departmental announcement about major declarations for members of the class of 2027.
- Will you write me a letter of recommendation?
Happenings
- Paper
Counting the Corner Cases: Revisiting Robust Reading Challenge Data Sets, Evaluation Protocols, and Metrics
accepted to the International Conference on Document Analysis and Recognition (ICDAR) 2024. [PDF] [bib] [code] - Co-organized the
ICDAR 2024 Competition on Historical Map Text Detection, Recognition, and Linking
. [PDF] [bib] [code] [data] [web] - Paper
Descriptive Attributes for Language-based Object Keypoint Detection
accepted to the International Conference on Computer Vision Systems (ICVS) 2023. 🏆 Best Presentation Award [PDF] [DOI] [bib] [slides] - Returned as a year-long researcher to the Centre de Visió per Computador in the Universitat Autònoma de Barcelona.
- Promoted to Professor of Computer Science.
- Visiting researcher at the Pioneer Centre for Artificial Intelligence in Copenhagen, Denmark for summer 2022.
- Paper
PIPS: An Instruction Set Architecture for Teaching Computer Organization
accepted to the Workshop on Computer Architecture Education (WCAE) 2021. [DOI] [bib] - Appointed a Senior Summer Faculty Fellow (2021) for a collaboration with the Applied Optics branch of the U.S. Naval Research Laboratory.
- Paper
Improved Point Transformation Methods For Self-Supervised Depth Prediction
accepted to the Conference on Robots and Vision (CRV) 2021. [PDF] [bib] [code] . - Article
[Rp] Reproducing
accepted to ReScience C. [PDF]Typographical Features for Scene Text Recognition
- Honored as an "Outstanding Reviewer" for ECCV 2020.
- Released CatCorr (Category Correlation Coefficient) under the GNU General Public License.
- Paper
Deformable Part Models for Automatically Georeferencing Historical Map Images
accepted to the ACM International Conference on Advances in Geographic Information Systems (SIGSPATIAL) 2019. 🏆 Best Poster Award. [paper] [poster] [tech report]. - Paper
Deep Neural Networks for Text Detection and Recognition in Historical Maps
accepted to the IAPR Intl. Conf. on Document Analysis and Recognition (ICDAR) 2019. [paper] [poster] [code] - Released MapTD (Map Text Detector) under the GNU General Public License.
- Paper
Geographic and Style Models for Historical Map Alignment and Toponym Recognition
accepted to the IAPR Intl. Conf. on Document Analysis and Recognition (ICDAR) 2017. 🏆 Best Paper Award. [paper] [slides]. - Released CNN-LSTM-CTC-OCR under the GNU General Public License.
- Served as Computer Science Department Chair for Fall 2017–Spring 2020.
- Visited as a year-long researcher at the Centre de Visió per Computador in the Universitat Autònoma de Barcelona.
- Co-led a workshop on Reading and Writing Like Computer Scientists: How to Promote Critical Thinking and Student Engagement" at the 2016 SIGCSE Symposium (SIGCSE).
- Elevated to IEEE Senior Member and ACM Senior Member.
- Awarded a National Science Foundation (NSF) grant on Adaptive Integration of Textual and Geospatial Information for Mining Massive Map Collections.
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