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Sunnie S. Y. Kim
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Year
Environmental performance index
ZA Wendling, JW Emerson, A de Sherbinin, DC Esty, K Hoving, ...
New Haven, CT: Yale Center for Environmental Law And Policy. epi. yale. edu, 2018
1100*2018
Fair Attribute Classification through Latent Space De-biasing
VV Ramaswamy, SSY Kim, O Russakovsky
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2021
1852021
"Help Me Help the AI": Understanding How Explainability Can Support Human-AI Interaction
SSY Kim, EA Watkins, O Russakovsky, R Fong, A Monroy-Hernández
🏅 ACM CHI Conference on Human Factors in Computing Systems (CHI), 2023
1392023
HIVE: Evaluating the Human Interpretability of Visual Explanations
SSY Kim, N Meister, VV Ramaswamy, R Fong, O Russakovsky
European Conference on Computer Vision (ECCV), 2022
1092022
Deformable Style Transfer
SSY Kim, N Kolkin, J Salavon, G Shakhnarovich
European Conference on Computer Vision (ECCV), 2020
682020
Overlooked Factors in Concept-based Explanations: Dataset Choice, Concept Learnability, and Human Capability
VV Ramaswamy, SSY Kim, R Fong, O Russakovsky
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2023
482023
"I'm Not Sure, But...": Examining the Impact of Large Language Models' Uncertainty Expression on User Reliance and Trust
SSY Kim, QV Liao, M Vorvoreanu, S Ballard, JW Vaughan
ACM Conference on Fairness, Accountability, and Transparency (FAccT), 2024
422024
Information-Theoretic Segmentation by Inpainting Error Maximization
P Savarese, SSY Kim, M Maire, G Shakhnarovich, D McAllester
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2021
312021
Humans, AI, and Context: Understanding End-Users' Trust in a Real-World Computer Vision Application
SSY Kim, EA Watkins, O Russakovsky, R Fong, A Monroy-Hernández
ACM Conference on Fairness, Accountability, and Transparency (FAccT), 2023
212023
Shallow neural networks trained to detect collisions recover features of visual loom-selective neurons
B Zhou, Z Li, SSY Kim, J Lafferty, DA Clark
Elife 11, e72067, 2022
212022
ELUDE: Generating interpretable explanations via a decomposition into labelled and unlabelled features
VV Ramaswamy, SSY Kim, N Meister, R Fong, O Russakovsky
CVPR 2022 Explainable AI for Computer Vision Workshop, 2022
92022
Allowing humans to interactively guide machines where to look does not always improve human-AI team's classification accuracy
G Nguyen, MR Taesiri, SSY Kim, A Nguyen
CVPR 2024 Explainable AI for Computer Vision Workshop, 2024
62024
Fostering Appropriate Reliance on Large Language Models: The Role of Explanations, Sources, and Inconsistencies
SSY Kim, JW Vaughan, QV Liao, T Lombrozo, O Russakovsky
ACM CHI Conference on Human Factors in Computing Systems (CHI), 2025
2025
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