NBDT: Neural-Backed Decision Trees. - Alvin Wan; Lisa Dunlap; Daniel Ho; Jihan Yin; Scott Lee; Henry Jin; Suzanne Petryk; Sarah Adel Bargal; Joseph E. Gonzalez (CoRR, 2020)

Remembering for the Right Reasons: Explanations Reduce Catastrophic Forgetting. - Sayna Ebrahimi; Suzanne Petryk; Akash Gokul; William Gan; Joseph E. Gonzalez; Marcus Rohrbach; Trevor Darrell (ICLR, 2021)

NBDT: Neural-Backed Decision Tree. - Alvin Wan; Lisa Dunlap; Daniel Ho; Jihan Yin; Scott Lee; Suzanne Petryk; Sarah Adel Bargal; Joseph E. Gonzalez (ICLR, 2021)

On Guiding Visual Attention with Language Specification. - Suzanne Petryk; Lisa Dunlap; Keyan Nasseri; Joseph Gonzalez 001; Trevor Darrell; Anna Rohrbach (CVPR, 2022)

Reliable Visual Question Answering: Abstain Rather Than Answer Incorrectly. - Spencer Whitehead; Suzanne Petryk; Vedaad Shakib; Joseph Gonzalez 001; Trevor Darrell; Anna Rohrbach; Marcus Rohrbach (ECCV (36), 2022)

Prior Knowledge-Guided Attention in Self-Supervised Vision Transformers. - Kevin Miao; Akash Gokul; Raghav Singh; Suzanne Petryk; Joseph Gonzalez 001; Kurt Keutzer; Trevor Darrell; Colorado Reed (CoRR, 2022)

CLAIR: Evaluating Image Captions with Large Language Models. - David M. Chan; Suzanne Petryk; Joseph Gonzalez 001; Trevor Darrell; John F. Canny (EMNLP, 2023)

Hyperbolic Learning with Multimodal Large Language Models. - Paolo Mandica; Luca Franco; Konstantinos Kallidromitis; Suzanne Petryk; Fabio Galasso (ECCV Workshops (17), 2024)

ALOHa: A New Measure for Hallucination in Captioning Models. - Suzanne Petryk; David M. Chan; Anish Kachinthaya; Haodi Zou; John F. Canny; Joseph Gonzalez 001; Trevor Darrell (NAACL (Short Papers), 2024)

Simple Token-Level Confidence Improves Caption Correctness. - Suzanne Petryk; Spencer Whitehead; Joseph E. Gonzalez; Trevor Darrell; Anna Rohrbach; Marcus Rohrbach (WACV, 2024)

An Introduction to Vision-Language Modeling. - Florian Bordes; Richard Yuanzhe Pang; Anurag Ajay; Alexander C. Li; Adrien Bardes; Suzanne Petryk; Oscar Mañas; Zhiqiu Lin; Anas Mahmoud 002; Bargav Jayaraman; Mark Ibrahim; Melissa Hall; et al. (CoRR, 2024)

Data-Centric AI Governance: Addressing the Limitations of Model-Focused Policies. - Ritwik Gupta; Leah Walker; Rodolfo Corona; Stephanie Fu; Suzanne Petryk; Janet Napolitano; Trevor Darrell; Andrew W. Reddie (CoRR, 2024)

Reliable Multimodal Models - Suzanne Petryk (2024)

Interpreting and Editing Vision-Language Representations to Mitigate Hallucinations. - Nick Jiang; Anish Kachinthaya; Suzanne Petryk; Yossi Gandelsman (ICLR, 2025)