Sunnie S. Y. Kim
5 papers · 2020–2023 · 2 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
Top co-authors
Research topics
Keywords
information theory
(1)
unsupervised learning
(1)
image segmentation
(1)
concept-based explanation
(1)
visual recognition
(1)
unsupervised segmentation
(1)
deep neural network
(1)
bias mitigation
(1)
latent space
(1)
generative adversarial network
(1)
model explanation
(1)
semantic concept
(1)
human evaluation
(1)
interpretability method
(1)
neural network
(1)
adversarial method
(1)
inpainting error
(1)
probe dataset
(1)
concept learnability
(1)
image partitioning
(1)
Papers
Overlooked Factors in Concept-Based Explanations: Dataset Choice, Concept Learnability, and Human Capability
CVPR 2023
HIVE: Evaluating the Human Interpretability of Visual Explanations
ECCV 2022
Fair Attribute Classification Through Latent Space De-Biasing
CVPR 2021
Information-Theoretic Segmentation by Inpainting Error Maximization
CVPR 2021
Deformable Style Transfer
ECCV 2020