Search Results for author: Hyesung Jeon

Found 2 papers, 0 papers with code

L4Q: Parameter Efficient Quantization-Aware Fine-Tuning on Large Language Models

no code implementations7 Feb 2024 Hyesung Jeon, Yulhwa Kim, Jae-Joon Kim

This has led to active research on quantization-aware PEFT techniques, which aim to create models with high accuracy and low memory overhead.

In-Context Learning Model Compression +1

Squeezing Large-Scale Diffusion Models for Mobile

no code implementations3 Jul 2023 Jiwoong Choi, Minkyu Kim, Daehyun Ahn, Taesu Kim, Yulhwa Kim, Dongwon Jo, Hyesung Jeon, Jae-Joon Kim, HyungJun Kim

The emergence of diffusion models has greatly broadened the scope of high-fidelity image synthesis, resulting in notable advancements in both practical implementation and academic research.

Image Generation

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