Sung Min Park
8 papers · 2013–2025 · 5 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Silver 🏃 Academic Marathon · Half 🗺️ Taxonomy Completionist (25) 🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver
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Conference Pioneer
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Keyword Collector
(53)
Venues
Top co-authors
Research topics
Machine Learning
(8)
Optimization & Theory · Machine Learning
(5)
Artificial Intelligence
(4)
Application Areas
(4)
Core AI · Artificial Intelligence
(4)
Core Methods
(4)
Deep Learning
(3)
Learning Types · Machine Learning
(2)
Computer Vision
(1)
Mathematics & Optimization
(1)
Core AI · Computer Vision
(1)
Learning Types · Deep Learning
(1)
Models
(1)
Optimization
(1)
Optimization & Theory · Deep Learning
(1)
Keywords
data attribution
(2)
influence function
(2)
image classification
(1)
domain generalization
(1)
transfer learning
(1)
domain adaptation
(1)
data augmentation
(1)
feature representation
(1)
energy minimization
(1)
machine unlearning
(1)
model analysis
(1)
feature attribution
(1)
covariance estimation
(1)
efficient computing
(1)
data representation
(1)
feature extraction
(1)
sparse principal component analysis
(1)
quadratic programming
(1)
structured learning
(1)
image segmentation
(1)
Papers
Machine Unlearning via Simulated Oracle Matching
ICLR 2025
A Data-Based Perspective on Transfer Learning
CVPR 2023
FFCV: Accelerating Training by Removing Data Bottlenecks
CVPR 2023
ModelDiff: A Framework for Comparing Learning Algorithms
ICML 2023
TRAK: Attributing Model Behavior at Scale
ICML 2023
Datamodels: Understanding Predictions with Data and Data with Predictions
ICML 2022
Sparse PCA from Sparse Linear Regression
NeurIPS 2018
Structured Learning of Sum-of-Submodular Higher Order Energy Functions
ICCV 2013