Suzanne Petryk
University of California, Berkeley(US)
Publications by Year
Research Areas
Multimodal Machine Learning Applications, Domain Adaptation and Few-Shot Learning, Topic Modeling, Advanced Image and Video Retrieval Techniques, Image and Video Quality Assessment
Most-Cited Works
- → NBDT: Neural-Backed Decision Trees(2020)66 cited
- → An Introduction to Vision-Language Modeling(2024)33 cited
- → Reliable Visual Question Answering: Abstain Rather Than Answer Incorrectly(2022)23 cited
- → CLAIR: Evaluating Image Captions with Large Language Models(2023)21 cited
- → On Guiding Visual Attention with Language Specification(2022)15 cited
- NBDT: Neural-Backed Decision Tree(2021)
- → ALOHa: A New Measure for Hallucination in Captioning Models(2024)8 cited
- → Hyperbolic Learning with Multimodal Large Language Models(2025)3 cited
- → Prior Knowledge-Guided Attention in Self-Supervised Vision Transformers(2022)3 cited
- → Remembering for the Right Reasons: Explanations Reduce Catastrophic Forgetting(2021)3 cited