Woo-Jeoung Nam
4 papers · 2020–2026 · 1 venue · across top CS/AI venues
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Achievements
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🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
Venues
Top co-authors
Research topics
Keywords
attribution method
(3)
deep neural network
(3)
explainable ai
(2)
model interpretability
(1)
feature similarity
(1)
prediction explanation
(1)
input perturbation
(1)
layer-wise relevance propagation
(1)
class activation mapping
(1)
prototype network
(1)
neural network
(1)
attribution propagation
(1)
relevance decomposition
(1)
layer-wise relevance
(1)
class-discriminative attribution
(1)
hostile activation
(1)
relevance propagation
(1)
attribution decomposition
(1)
positive attribution
(1)
negative attribution
(1)
Papers
PINet: Improving the Stability of Prototype Networks via Phantasia-Inspired Uncertain Representations
AAAI 2026
Towards Better Visualizing the Decision Basis of Networks via Unfold and Conquer Attribution Guidance
AAAI 2023
Interpreting Deep Neural Networks with Relative Sectional Propagation by Analyzing Comparative Gradients and Hostile Activations
AAAI 2021
Relative Attributing Propagation: Interpreting the Comparative Contributions of Individual Units in Deep Neural Networks
AAAI 2020