Inwoo Hwang

I'm currently a 2nd year PhD student in 3D Vision lab at Seoul National University, advised by Prof. Young Min Kim. My research is focused on building practical applications for 3D data, spanning the fields of computer vision and neural rendering. I will join Snap Research as a research intern this summer (May.2024) in the computational imaging team.

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Publications

Research Keywords: Motion Generation, Text-to-3D, Neural Rendering.

Text2Scene: Text-driven Indoor Scene Stylization with Part-aware Details
Inwoo Hwang, Hyeonwoo Kim, and Young Min Kim
CVPR, 2023 Highlight
arxiv | paper | video | project page

A method to automatically create realistic and part-aware textures for virtual scenes composed of multiple objects.

Text2PointCloud: Text-Driven Stylization for Sparse PointCloud
Inwoo Hwang, Hyeonwoo Kim, Donggeun Lim, Inbum Park, and Young Min Kim
Eurographics short, 2023
paper | video

A method to process sparse, noisy point cloud input and generate high-quality stylized output.

Ev-NeRF: Event Based Neural Radiance Field
Inwoo Hwang, Junho Kim, and Young Min Kim
WACV, 2023
arxiv | paper | video | project page

A Neural Radiance Field (NeRF) derived from event data, which serves as solutions for various event-based applications and highly robust to sensor noise.

Ev-TTA: Test-Time Adaptation for Event-Based Object Recognition
Junho Kim, Inwoo Hwang, and Young Min Kim
CVPR, 2022
arxiv | paper | video

A simple and effective test-time adaptation algorithms for event-based object recognition. Successfully adapt classifiers to various external conditions.

MasKGrasp: Mask-based Grasping for Scenes with Multiple General Real-world Objects
Junho Lee, Junhwa Hur, Inwoo Hwang, and Young Min Kim
IROS, 2022
paper | video

A real world grasping algorithm that can generalize to transparent and opaque obejcts via masks.


Honors and Awards

Excellent Research Talent Fellowship, from BK21, 2023 fall

Hyundai Motor Chung Mong-Koo Scholarship, 2022 to current

University Mathematics Competition, Field 1 for Mathematics Major, Gold Medal, 2020

President Science Scholarship (Field: Mathematics), 2016 to 2021

Final Korean Mathematical Olympiad, Excellence award, 2015


Education

Seoul National University, Seoul, Korea, Mar. 2022 - Present M.S./Ph.D. in Electrical and Computer Engineering

Seoul National University, Seoul, Korea, Mar. 2016 - Feb. 2022 B.S. in Electrical and Computer Engineering

Seoul Science High School, Seoul, Korea, Mar. 2013 - Feb. 2016


Academic Activites

Conference Reviewer: CVPR, ICCV, ICRA

Journal Reviewer: RA-L




Design / source code from Jon Barron's