Soo Min Kwon
4 papers · 2024–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(11)
Venues
Top co-authors
Research topics
Keywords
weight matrix
(2)
model compression
(2)
matrix factorization
(1)
medical imaging
(1)
image reconstruction
(1)
neural network optimization
(1)
low-rank approximation
(1)
gradient descent
(1)
matrix optimization
(1)
inverse problem
(1)
learning dynamics
(1)
foundation model
(1)
overparameterized model
(1)
latent diffusion model
(1)
deep linear network
(1)
neural network inference
(1)
low-dimensional subspace
(1)
deep matrix factorization
(1)
edge of stability
(1)
data consistency
(1)
Papers
Learning Dynamics of Deep Matrix Factorization Beyond the Edge of Stability
ICLR 2025
BLAST: Block-Level Adaptive Structured Matrices for Efficient Deep Neural Network Inference
NeurIPS 2024
Efficient Low-Dimensional Compression of Overparameterized Models
AISTATS 2024
Solving Inverse Problems with Latent Diffusion Models via Hard Data Consistency
ICLR 2024