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Minje Park's picture
6 1

Minje Park

minbak
  • bakqui
  • minbakje55

AI & ML interests

Label-efficient representation learning - Semi-supervised / Self-supervised learning - (Unsupervised) domain adaptation - Imbalanced learning - Knowledge distillation

Organizations

None yet

minbak 's collections 3

Hardware optimization
  • Adding NVMe SSDs to Enable and Accelerate 100B Model Fine-tuning on a Single GPU

    Paper • 2403.06504 • Published Mar 11, 2024 • 56
Diffusion
  • LinFusion: 1 GPU, 1 Minute, 16K Image

    Paper • 2409.02097 • Published Sep 3, 2024 • 34
  • Reconstruction vs. Generation: Taming Optimization Dilemma in Latent Diffusion Models

    Paper • 2501.01423 • Published Jan 2, 2025 • 44
Self-supervised learning
  • Interface Design for Self-Supervised Speech Models

    Paper • 2406.12209 • Published Jun 18, 2024 • 8
Hardware optimization
  • Adding NVMe SSDs to Enable and Accelerate 100B Model Fine-tuning on a Single GPU

    Paper • 2403.06504 • Published Mar 11, 2024 • 56
Self-supervised learning
  • Interface Design for Self-Supervised Speech Models

    Paper • 2406.12209 • Published Jun 18, 2024 • 8
Diffusion
  • LinFusion: 1 GPU, 1 Minute, 16K Image

    Paper • 2409.02097 • Published Sep 3, 2024 • 34
  • Reconstruction vs. Generation: Taming Optimization Dilemma in Latent Diffusion Models

    Paper • 2501.01423 • Published Jan 2, 2025 • 44
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