Hyelin Nam

22 papers A* 3A 1B 1Misc 1Journal 14Unranked 2
YearRankTypeTitle / Venue / Authors
2025 A* conf
CFG++: Manifold-constrained Classifier Free Guidance for Diffusion Models.
ICLR
Hyungjin Chung, Jeongsol Kim, Geon Yeong Park, Hyelin Nam, Jong Chul Ye
2025 J jnl
Generating Human Motion Videos using a Cascaded Text-to-Video Framework.
CoRR
Hyelin Nam, Hyojun Go, Byeongjun Park, Byung-Hoon Kim, Hyungjin Chung
2025 A* conf
Optical-Flow Guided Prompt Optimization for Coherent Video Generation.
CVPR
Hyelin Nam, Jaemin Kim, Dohun Lee, Jong Chul Ye
2025 J jnl
SteerX: Creating Any Camera-Free 3D and 4D Scenes with Geometric Steering.
CoRR
Byeongjun Park, Hyojun Go, Hyelin Nam, Byung-Hoon Kim, Hyungjin Chung, Changick Kim
2025 J jnl
Video Parallel Scaling: Aggregating Diverse Frame Subsets for VideoLLMs.
CoRR
Hyungjin Chung, Hyelin Nam, Jiyeon Kim, Hyojun Go, Byeongjun Park, Junho Kim, Joonseok Lee, Seongsu Ha, Byung-Hoon Kim
2025 J jnl
VideoRFSplat: Direct Scene-Level Text-to-3D Gaussian Splatting Generation with Flexible Pose and Multi-View Joint Modeling.
CoRR
Hyojun Go, Byeongjun Park, Hyelin Nam, Byung-Hoon Kim, Hyungjin Chung, Changick Kim
2024 J jnl
CFG++: Manifold-constrained Classifier Free Guidance for Diffusion Models.
CoRR
Hyungjin Chung, Jeongsol Kim, Geon Yeong Park, Hyelin Nam, Jong Chul Ye
2024 A* conf
Contrastive Denoising Score for Text-Guided Latent Diffusion Image Editing.
CVPR
Hyelin Nam, Gihyun Kwon, Geon Yeong Park, Jong Chul Ye
2024 Misc conf
Language-Oriented Communication with Semantic Coding and Knowledge Distillation for Text-to-Image Generation.
ICASSP
Hyelin Nam, Jihong Park, Jinho Choi, Mehdi Bennis, Seong-Lyun Kim
2024 J jnl
Mix2SFL: Two-Way Mixup for Scalable, Accurate, and Communication-Efficient Split Federated Learning.
IEEE Trans. Big Data
Seungeun Oh, Hyelin Nam, Jihong Park, Praneeth Vepakomma, Ramesh Raskar, Mehdi Bennis, Seong-Lyun Kim
2024 J jnl
Optical-Flow Guided Prompt Optimization for Coherent Video Generation.
CoRR
Hyelin Nam, Jaemin Kim, Dohun Lee, Jong Chul Ye
2024 J jnl
Privacy-Preserving Split Learning with Vision Transformers using Patch-Wise Random and Noisy CutMix.
CoRR
Seungeun Oh, Sihun Baek, Jihong Park, Hyelin Nam, Praneeth Vepakomma, Ramesh Raskar, Mehdi Bennis, Seong-Lyun Kim
2024 J jnl
Privacy-Preserving Split Learning with Vision Transformers using Patch-Wise Random and Noisy CutMix.
Trans. Mach. Learn. Res.
Seungeun Oh, Sihun Baek, Jihong Park, Hyelin Nam, Praneeth Vepakomma, Ramesh Raskar, Mehdi Bennis, Seong-Lyun Kim
2023 — conf
Active Wireless Split Learning via Online Cloud-Local Server Delta-Knowledge Distillation.
ICC Workshops
Hyelin Nam, Jihong Park, Seong-Lyun Kim
2023 J jnl
Contrastive Denoising Score for Text-guided Latent Diffusion Image Editing.
CoRR
Hyelin Nam, Gihyun Kwon, Geon Yeong Park, Jong Chul Ye
2023 J jnl
Language-Oriented Communication with Semantic Coding and Knowledge Distillation for Text-to-Image Generation.
CoRR
Hyelin Nam, Jihong Park, Jinho Choi, Mehdi Bennis, Seong-Lyun Kim
2023 B conf
Sequential Semantic Generative Communication for Progressive Text-to-Image Generation.
SECON
Hyelin Nam, Jihong Park, Jinho Choi, Seong-Lyun Kim
2023 J jnl
Sequential Semantic Generative Communication for Progressive Text-to-Image Generation.
CoRR
Hyelin Nam, Jihong Park, Jinho Choi, Seong-Lyun Kim
2022 J jnl
Differentially Private CutMix for Split Learning with Vision Transformer.
CoRR
Seungeun Oh, Jihong Park, Sihun Baek, Hyelin Nam, Praneeth Vepakomma, Ramesh Raskar, Mehdi Bennis, Seong-Lyun Kim
2022 J jnl
HairFIT: Pose-Invariant Hairstyle Transfer via Flow-based Hair Alignment and Semantic-Region-Aware Inpainting.
CoRR
Chaeyeon Chung, Taewoo Kim, Hyelin Nam, Seunghwan Choi, Gyojung Gu, Sunghyun Park, Jaegul Choo
2021 — conf
A Spectrum Sharing System: Visualized Interference Classification and CNN Approach.
DySPAN
Hyelin Nam, Kyuwon Han, Jihoon Park, Han Cha, Seong-Lyun Kim
2021 A conf
HairFIT: Pose-invariant Hairstyle Transfer via Flow-based Hair Alignment and Semantic-region-aware Inpainting.
BMVC
Chaeyeon Chung, Taewoo Kim, Hyelin Nam, Seunghwan Choi, Gyojung Gu, Sunghyun Park, Jaegul Choo