Hyelin Nam

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 12

Top Topics

Image Generation

Diffusion Models

Top Venues

Publications

Hyungjin Chung, Jeongsol Kim, Geon Yeong Park, Hyelin Nam, Jong Chul Ye
CFG++: Manifold-constrained Classifier Free Guidance for Diffusion Models. CoRR (2024)
Seungeun Oh, Hyelin Nam, Jihong Park, Praneeth Vepakomma, Ramesh Raskar, Mehdi Bennis, Seong-Lyun Kim
Mix2SFL: Two-Way Mixup for Scalable, Accurate, and Communication-Efficient Split Federated Learning. IEEE Trans. Big Data 10 (3) (2024)
Hyelin Nam, Jihong Park, Jinho Choi, Mehdi Bennis, Seong-Lyun Kim
Language-Oriented Communication with Semantic Coding and Knowledge Distillation for Text-to-Image Generation. ICASSP (2024)
Hyelin Nam, Gihyun Kwon, Geon Yeong Park, Jong Chul Ye
Contrastive Denoising Score for Text-guided Latent Diffusion Image Editing. CoRR (2023)
Hyelin Nam, Jihong Park, Seong-Lyun Kim
Active Wireless Split Learning via Online Cloud-Local Server Delta-Knowledge Distillation. ICC Workshops (2023)
Hyelin Nam, Jihong Park, Jinho Choi, Mehdi Bennis, Seong-Lyun Kim
Language-Oriented Communication with Semantic Coding and Knowledge Distillation for Text-to-Image Generation. CoRR (2023)
Hyelin Nam, Jihong Park, Jinho Choi, Seong-Lyun Kim
Sequential Semantic Generative Communication for Progressive Text-to-Image Generation. CoRR (2023)
Hyelin Nam, Jihong Park, Jinho Choi, Seong-Lyun Kim
Sequential Semantic Generative Communication for Progressive Text-to-Image Generation. SECON (2023)
Chaeyeon Chung, Taewoo Kim, Hyelin Nam, Seunghwan Choi, Gyojung Gu, Sunghyun Park, Jaegul Choo
HairFIT: Pose-Invariant Hairstyle Transfer via Flow-based Hair Alignment and Semantic-Region-Aware Inpainting. CoRR (2022)
Seungeun Oh, Jihong Park, Sihun Baek, Hyelin Nam, Praneeth Vepakomma, Ramesh Raskar, Mehdi Bennis, Seong-Lyun Kim
Differentially Private CutMix for Split Learning with Vision Transformer. CoRR (2022)
Chaeyeon Chung, Taewoo Kim, Hyelin Nam, Seunghwan Choi, Gyojung Gu, Sunghyun Park, Jaegul Choo
HairFIT: Pose-invariant Hairstyle Transfer via Flow-based Hair Alignment and Semantic-region-aware Inpainting. BMVC (2021)
Hyelin Nam, Kyuwon Han, Jihoon Park, Han Cha, Seong-Lyun Kim
A Spectrum Sharing System: Visualized Interference Classification and CNN Approach. DySPAN (2021)