Hyelin Nam

5 papers · 2024–2025 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (10)

Venues

CVPR (2) ICCV (2) ICLR (1)

Top co-authors

Jong Chul Ye (3) Hyungjin Chung (3) Changick Kim (2) Hyojun Go (2) Byung-Hoon Kim (2) Geon Yeong Park (2) Byeongjun Park (2) Dohun Lee (1) Gihyun Kwon (1) Jeongsol Kim (1)

Research topics

Deep Learning (4) Models (4) Computer Vision (3) Generation (3) Artificial Intelligence (2) Machine Learning (2) Core AI (2) Learning Types · Deep Learning (1) Learning Types · Machine Learning (1) Optimization & Theory (1) Processing (1)

Keywords

video generation (2) diffusion model (2) scene reconstruction (1) image editing (1) text-to-image generation (1) gaussian splatting (1) reward function (1) optical flow (1) neural radiance field (1) text-to-3d generation (1) score distillation sampling (1) classifier-free guidance (1) text-to-image diffusion (1) latent diffusion (1) prompt optimization (1) ddim inversion (1) latent diffusion model (1) temporal consistency (1) 3d scene generation (1) camera pose estimation (1)

Papers

CFG++: Manifold-constrained Classifier Free Guidance for Diffusion Models ICLR 2025 Optical-Flow Guided Prompt Optimization for Coherent Video Generation CVPR 2025 SteerX: Creating Any Camera-Free 3D and 4D Scenes with Geometric Steering ICCV 2025 VideoRFSplat: Direct Scene-Level Text-to-3D Gaussian Splatting Generation with Flexible Pose and Multi-View Joint Modeling ICCV 2025 Contrastive Denoising Score for Text-guided Latent Diffusion Image Editing CVPR 2024