Sunghwan Joo
5 papers · 2019–2023 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Gold
🗺️
Taxonomy Completionist
(13)
🐣
Hot Topic Early Bird
🚀
Conference Pioneer
Venues
Top co-authors
Research topics
Artificial Intelligence
(4)
Machine Learning
(4)
Learning Types · Machine Learning
(4)
Core AI
(3)
Deep Learning
(2)
Computer Vision
(1)
Healthcare & Medicine
(1)
Interdisciplinary
(1)
Architectures
(1)
Clinical
(1)
Core Methods
(1)
Domain-Specific
(1)
Learning Paradigms
(1)
Learning Types · Deep Learning
(1)
Research
(1)
Keywords
neural network interpretation
(2)
contrastive learning
(1)
multi-task learning
(1)
adversarial robustness
(1)
self-supervised learning
(1)
feature attribution
(1)
image denoising
(1)
brain imaging
(1)
saliency map
(1)
energy disaggregation
(1)
functional magnetic resonance imaging
(1)
local smoothness
(1)
convolutional neural network
(1)
spatio-temporal analysis
(1)
gradient alignment
(1)
brain dynamics
(1)
deep network
(1)
multiplicative noise
(1)
neural network
(1)
adversarial manipulation
(1)
Papers
SwiFT: Swin 4D fMRI Transformer
NeurIPS 2023
Towards More Robust Interpretation via Local Gradient Alignment
AAAI 2023
DoPAMINE: Double-Sided Masked CNN for Pixel Adaptive Multiplicative Noise Despeckling
AAAI 2019
Fooling Neural Network Interpretations via Adversarial Model Manipulation
NeurIPS 2019
Subtask Gated Networks for Non-Intrusive Load Monitoring
AAAI 2019