Giyoung Jeon
4 papers · 2020–2024 · 4 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (15) π Conference Polyglot (4) π§ Keyword Pioneer
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Hot Topic Early Bird
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Keyword Champion
(2)
Conferences
AAAI (1)
ICCV (1)
NIPS (1)
WACV (1)
Top co-authors
Keywords
integrated gradient
(2)
input attribution
(2)
anomaly detection
(1)
feature extraction
(1)
adversarial training
(1)
feature attribution
(1)
neural network analysis
(1)
gradient-based method
(1)
stick-breaking process
(1)
generative model
(1)
deep neural network
(1)
pre-trained model
(1)
sampling algorithm
(1)
contrastive representation learning
(1)
defect detection
(1)
neural network explanation
(1)
gradient-based attribution
(1)
industrial anomaly detection
(1)
industrial defect detection
(1)
patch representation
(1)
Papers
ReConPatch: Contrastive Patch Representation Learning for Industrial Anomaly Detection
WACV 2024
Beyond Single Path Integrated Gradients for Reliable Input Attribution via Randomized Path Sampling
ICCV 2023
Distilled Gradient Aggregation: Purify Features for Input Attribution in the Deep Neural Network
NIPS 2022
An Efficient Explorative Sampling Considering the Generative Boundaries of Deep Generative Neural Networks
AAAI 2020