Hyelin Nam

According to our database, Hyelin Nam authored at least 10 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Mix2SFL: Two-Way Mixup for Scalable, Accurate, and Communication-Efficient Split Federated Learning.

Seungeun Oh, Hyelin Nam, Jihong Park, Praneeth Vepakomma, Ramesh Raskar, Mehdi Bennis, Seong-Lyun Kim

IEEE Trans. Big Data, June, 2024

Privacy-Preserving Split Learning with Vision Transformers using Patch-Wise Random and Noisy CutMix.

Seungeun Oh, Sihun Baek, Jihong Park, Hyelin Nam, Praneeth Vepakomma, Ramesh Raskar, Mehdi Bennis, Seong-Lyun Kim

CoRR, 2024

CFG++: Manifold-constrained Classifier Free Guidance for Diffusion Models.

Hyungjin Chung, Jeongsol Kim, Geon Yeong Park, Hyelin Nam, Jong Chul Ye

CoRR, 2024

Language-Oriented Communication with Semantic Coding and Knowledge Distillation for Text-to-Image Generation.

Hyelin Nam, Jihong Park, Jinho Choi, Mehdi Bennis, Seong-Lyun Kim

Proceedings of the IEEE International Conference on Acoustics, 2024

Contrastive Denoising Score for Text-Guided Latent Diffusion Image Editing.

Hyelin Nam, Gihyun Kwon, Geon Yeong Park, Jong Chul Ye

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

Sequential Semantic Generative Communication for Progressive Text-to-Image Generation.

Hyelin Nam, Jihong Park, Jinho Choi, Seong-Lyun Kim

Proceedings of the 20th Annual IEEE International Conference on Sensing, 2023

Active Wireless Split Learning via Online Cloud-Local Server Delta-Knowledge Distillation.

Hyelin Nam, Jihong Park, Seong-Lyun Kim

Proceedings of the IEEE International Conference on Communications, 2023

2022

Differentially Private CutMix for Split Learning with Vision Transformer.

Seungeun Oh, Jihong Park, Sihun Baek, Hyelin Nam, Praneeth Vepakomma, Ramesh Raskar, Mehdi Bennis, Seong-Lyun Kim

CoRR, 2022

2021

A Spectrum Sharing System: Visualized Interference Classification and CNN Approach.

Hyelin Nam, Kyuwon Han, Jihoon Park, Han Cha, Seong-Lyun Kim

Proceedings of the IEEE International Symposium on Dynamic Spectrum Access Networks, 2021

HairFIT: Pose-invariant Hairstyle Transfer via Flow-based Hair Alignment and Semantic-region-aware Inpainting.

Chaeyeon Chung, Taewoo Kim, Hyelin Nam, Seunghwan Choi, Gyojung Gu, Sunghyun Park, Jaegul Choo

Proceedings of the 32nd British Machine Vision Conference 2021, 2021