Dong-Bok Lee

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authored 8 papers 2 months ago

Self-Supervised Dataset Distillation for Transfer Learning

Paper • 2310.06511 • Published Oct 10, 2023

Contrastive Learning with Adversarial Perturbations for Conditional Text Generation

Paper • 2012.07280 • Published Dec 14, 2020

HarmAug: Effective Data Augmentation for Knowledge Distillation of Safety Guard Models

Paper • 2410.01524 • Published Oct 2, 2024 • 3

Meta-StyleSpeech : Multi-Speaker Adaptive Text-to-Speech Generation

Paper • 2106.03153 • Published Jun 6, 2021

SafeRoute: Adaptive Model Selection for Efficient and Accurate Safety Guardrails in Large Language Models

Paper • 2502.12464 • Published Feb 18 • 28

PCoreSet: Effective Active Learning through Knowledge Distillation from Vision-Language Models

Paper • 2506.00910 • Published Jun 1 • 10

Rethinking Reward Models for Multi-Domain Test-Time Scaling

Paper • 2510.00492 • Published Oct 1 • 27

Automated Structured Radiology Report Generation with Rich Clinical Context

Paper • 2510.00428 • Published Oct 1 • 7

authored 2 papers 7 months ago

FedSVD: Adaptive Orthogonalization for Private Federated Learning with LoRA

Paper • 2505.12805 • Published May 19 • 22

Simple Semi-supervised Knowledge Distillation from Vision-Language Models via $\mathbf{\texttt{D}}$ual-$\mathbf{\texttt{H}}$ead $\mathbf{\texttt{O}}$ptimization

Paper • 2505.07675 • Published May 12 • 21