Giljoo Nam

15 papers · 2019–2025 · 4 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🧭 Keyword Pioneer 🌈 Renaissance Researcher (6) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (32) 🌍 Conference Polyglot (4) 🏃 Academic Marathon (6) 🐝 Cross-Pollinator (13) 💎 Century Club (15) 🗃️ Keyword Collector (74) ⚡ Prolific Year (7)

Conferences

CVPR (9) ECCV (3) ICCV (2) NIPS (1)

Top co-authors

Shunsuke Saito (4) Ziyan Wang (3) Jason Saragih (3) Junxuan Li (3) Chen Cao (2) Seokjun Choi (2) Sang Ho Yoon (2) Christoph Lassner (2) Chenglei Wu (2) Hwanhee Jung (2)

Research topics

Keywords

3d reconstruction (4) point cloud (3) volumetric rendering (2) neural rendering (2) 3d instance segmentation (2) photometric stereo (2) 3d avatar (2) gaussian splatting (2) generative model (1) implicit neural representation (1) geometric deep learning (1) singular value decomposition (1) latent space (1) diffusion model (1) edge detection (1) language model (1) variational autoencoder (1) human heads (1) generative prior (1) disentangled representation (1)

Papers

A Real-world Display Inverse Rendering Dataset ICCV 2025

LUCAS: Layered Universal Codec Avatars CVPR 2025

HairCUP: Hair Compositional Universal Prior for 3D Gaussian Avatars ICCV 2025

Insightful Instance Features for 3D Instance Segmentation CVPR 2025

Doubly Hierarchical Geometric Representations for Strand-based Human Hairstyle Generation NIPS 2024

InterHandGen: Two-Hand Interaction Generation via Cascaded Reverse Diffusion CVPR 2024

Differentiable Display Photometric Stereo CVPR 2024

Edge-Aware 3D Instance Segmentation Network with Intelligent Semantic Prior CVPR 2024

Relightable Gaussian Codec Avatars CVPR 2024

Human Hair Reconstruction with Strand-Aligned 3D Gaussians ECCV 2024

LRSLAM: Low-rank Representation of Signed Distance Fields in Dense Visual SLAM System ECCV 2024

NeuWigs: A Neural Dynamic Model for Volumetric Hair Capture and Animation CVPR 2023

HVH: Learning a Hybrid Neural Volumetric Representation for Dynamic Hair Performance Capture CVPR 2022

Neural Strands: Learning Hair Geometry and Appearance from Multi-View Images ECCV 2022

Strand-Accurate Multi-View Hair Capture CVPR 2019