Sotabase

Career

· Machine Learning Researcher, Apple2024–
· Visting Researcher, Meta2022–2024
· Doctor of Philosophy - PhD Artificial Intelligence, University of California, Berkeley2019–2024
· Graduate Student Researcher, University of California, Berkeley2019–2024
· Data Science Intern, Citrine Informatics2018–2018
· Undergraduate Research Assistant, UC Berkeley Partners for Advanced Transportation Technology2017–2017
· Undergraduate Researcher, University of Utah2016–2016
· Lab Assistant, Huntington High School2012–2013

Publications (15)

NBDT: Neural-Backed Decision Trees
arXiv.org · 2020
116
cited
Reliable Visual Question Answering: Abstain Rather Than Answer Incorrectly
European Conference on Computer Vision · 2022
79
cited
NBDT: Neural-Backed Decision Tree
International Conference on Learning Representations · 2021
53
cited
Remembering for the Right Reasons: Explanations Reduce Catastrophic Forgetting
International Conference on Learning Representations · 2020
52
cited
On Guiding Visual Attention with Language Specification
Computer Vision and Pattern Recognition · 2022
40
cited
Simple Token-Level Confidence Improves Caption Correctness
IEEE Workshop/Winter Conference on Applications of Computer Vision · 2023
10
cited
Data-Centric AI Governance: Addressing the Limitations of Model-Focused Policies
arXiv.org · 2024
8
cited
Prior Knowledge-Guided Attention in Self-Supervised Vision Transformers
arXiv.org · 2022
7
cited
Knowledge-Guided Self-Supervised Vision Transformers for Medical Imaging
2022
2
cited
ALOHa: A New Measure for Hallucination in Captioning Models
2024
An Introduction to Vision-Language Modeling
2024
Appendix for: “Simple Token-Level Confidence Improves Caption Correctness”
CLAIR: Evaluating Image Captions with Large Language Models
2023
Enhancement in surface mobility and quantum transport of Bi2−xSbxTe3−ySey topological insulator by controlling the crystal growth conditions
2018
Hyperbolic Learning with Multimodal Large Language Models
2024
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Suzanne Petryk | Researcher Profile | Sotabase | Sotabase