Sunnie S. Y. Kim
5 papers · 2020–2023 · 2 conferences · across top CS/AI conferences
Achievements
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🌍
Conference Polyglot
(2)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(15)
Conferences
CVPR (3)
ECCV (2)
Top co-authors
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
Information-Theoretic Segmentation by Inpainting Error Maximization
CVPR 2021
Fair Attribute Classification Through Latent Space De-Biasing
CVPR 2021
Deformable Style Transfer
ECCV 2020