Suzanne Petryk
8 papers · 2021–2025 · 6 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (13) 🐣 Hot Topic Early Bird 🧭 Keyword Pioneer
🔥
Unstoppable · Bronze
Top co-authors
Research topics
Artificial Intelligence
(7)
Core AI
(7)
Machine Learning
(4)
Natural Language Processing
(3)
Deep Learning
(2)
Application Areas
(2)
Generation
(2)
Learning Types · Machine Learning
(2)
Computer Vision
(1)
Analysis
(1)
Applications
(1)
Architectures
(1)
Core Methods
(1)
Learning Types · Deep Learning
(1)
Keywords
multimodal learning
(2)
vision-language model
(2)
large language model
(2)
image captioning
(2)
zero-shot learning
(2)
visual attention
(1)
human judgment
(1)
surrogate loss
(1)
semantic similarity
(1)
latent representation
(1)
decision tree
(1)
replay buffer
(1)
hallucination mitigation
(1)
model explanation
(1)
hallucination detection
(1)
representation editing
(1)
object hallucination
(1)
compositional reasoning
(1)
confidence estimation
(1)
worst-group accuracy
(1)
Papers
Interpreting and Editing Vision-Language Representations to Mitigate Hallucinations
ICLR 2025
ALOHa: A New Measure for Hallucination in Captioning Models
NAACL 2024
Simple Token-Level Confidence Improves Caption Correctness
WACV 2024
CLAIR: Evaluating Image Captions with Large Language Models
EMNLP 2023
On Guiding Visual Attention With Language Specification
CVPR 2022
Reliable Visual Question Answering: Abstain Rather Than Answer Incorrectly
ECCV 2022
NBDT: Neural-Backed Decision Tree
ICLR 2021
Remembering for the Right Reasons: Explanations Reduce Catastrophic Forgetting
ICLR 2021