Sungha Choi

Progressive Random Convolutions for Single Domain Generalization

Seokeon Choi, Debasmit Das, Sungha Choi et al. · 2023 · 52 citations

Computing, Computer Science, Computer Vision +12

EcoTTA: Memory-Efficient Continual Test-Time Adaptation via Self-Distilled Regularization

Junha Song, Jungsoo Lee, In So Kweon et al. · 2023 · 50 citations

Computing, Computer Engineering, Computer Science +15

TTN: A Domain-Shift Aware Batch Normalization in Test-Time Adaptation

Hyesu Lim, Byeonggeun Kim, Jaegul Choo et al. · arXiv (Cornell University) · 2023 · 21 citations · Full text

Computing, Data Science, Experimental Performance +10

RobustNet: Improving Domain Generalization in Urban-Scene Segmentation via Instance Selective Whitening

Sungha Choi, Sanghun Jung, Huiwon Yun et al. · 2021 · 18 citations · Full text

Computing, Computer Science, Autonomous Vehicles +16

Cars Can’t Fly Up in the Sky: Improving Urban-Scene Segmentation via Height-Driven Attention Networks

Sungha Choi, Joanne T. Kim, Jaegul Choo · 2020 · 15 citations · Full text

Computing, Computer Science, Computer Vision +11