2 papers
cs.CV2026
FreeTimeGS++: Secrets of Dynamic Gaussian Splatting and Their Principles
Lucas Yunkyu Lee, Soonho Kim, Youngwook Kim +2
Recent progress in 4D Gaussian Splatting (4DGS) has achieved impressive dynamic scene reconstruction results. While these methods demonstrate remarkable performance, the specific f…
cs.LG2026
MixTTA: Low-Rank Cross-Channel Mixing for Reliable Test-Time Adaptation
Mansoo Jung, Youngwook Kim, Jungwoo Lee
Test-Time Adaptation (TTA) methods commonly update the affine parameters of normalization layers to adapt deployed models under distribution shifts. However, per-channel affine par…