Hi, I am Daniel Rho
I am a Ph.D. student at the University of North Carolina, working under the supervision of Professor Roni Sengupta. My research focuses on integrating physics into neural rendering techniques and applying neural rendering to medical applications. Also, I have experience in neural fields, audio signal processing and generation, and self-supervised learning.
Contact MeEducation
Ph.D. in Computer Science
University of North Carolina at Chapel Hill, USAdvisor: Roni Sengupta
Master of Artificial Intelligence
Sungkyunkwan University, KoreaAdvisors: Jong Hwan Ko, Eunbyung Park
Bachelor of Economics,
Computer Science and Engineering
Sungkyunkwan University, Korea
Work
Research Engineer
AI Tech Lab, KTPublications
F-3DGS: Factorized Coordinates and Representations for 3D Gaussian Splatting
Xiangyu Sun, Joo Chan Lee, Daniel Rho, Jong Hwan Ko, Usman Ali, Eunbyung Park
ACM MM, 2024
Compact 3D Gaussian Representation for Radiance Field
Joo Chan Lee, Daniel Rho, Xiangyu Sun, Jong Hwan Ko, Eunbyung Park
CVPR, 2024 (highlight)
Coordinate-Aware Modulation for Neural Fields
Joo Chan Lee, Daniel Rho, Seungtae Nam, Jong Hwan Ko, Eunbyung Park
ICLR, 2024 (spotlight)
Mip-Grid: Anti-aliased Grid Representations for Neural Radiance Fields
Seungtae Nam, Daniel Rho, Jong Hwan Ko, Eunbyung Park
NeurIPS, 2023
FFNeRV: Flow-Guided Frame-Wise Neural Representations for Videos
Joo Chan Lee, Daniel Rho, Jong Hwan Ko†, Eunbyung Park†
ACM MM, 2023
Masked Wavelet Representation for Compact Neural Radiance Fields
Daniel Rho*, Byeonghyeon Lee*, Seungtae Nam, Joo Chan Lee, Jong Hwan Ko†, Eunbyung Park†
CVPR, 2023
Regression to Classification: Waveform Encoding for Neural Field-Based Audio Signal Representation
TaeSoo Kim*, Daniel Rho*, Gahui Lee, JaeHan Park, Jong Hwan Ko
ICASSP, 2023
Neural Residual Flow Fields for Efficient Video Representations
Daniel Rho, Junwoo Cho, Jong Hwan Ko, Eunbyung Park
ACCV, 2022
Streamable neural fields
Junwoo Cho*, Seungtae Nam*, Daniel Rho, Jong Hwan Ko, Eunbyung Park
ECCV, 2022
NAS-VAD: Neural Architecture Search for Voice Activity Detection
Daniel Rho, Jinhyeok Park, and Jong Hwan Ko
Interspeech, 2022