Sungha Choi
12 papers · 2019–2025 · 4 conferences · across top CS/AI conferences
Achievements
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(7)
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Century Club
(12)
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(50)
Conferences
CVPR (6)
ICCV (3)
ECCV (2)
ICLR (1)
Top co-authors
Keywords
semantic segmentation
(4)
urban scene
(2)
domain adaptation
(2)
test-time adaptation
(2)
domain generalization
(2)
unsupervised domain adaptation
(1)
feature learning
(1)
catastrophic forgetting
(1)
style transfer
(1)
entropy minimization
(1)
attention mechanism
(1)
knowledge distillation
(1)
semi-supervised learning
(1)
deep learning
(1)
image-to-image translation
(1)
image translation
(1)
anomaly detection
(1)
higher-order statistics
(1)
convolutional neural network
(1)
continual learning
(1)
Papers
Understanding Personal Concept in Open-Vocabulary Semantic Segmentation
ICCV 2025
CustomKD: Customizing Large Vision Foundation for Edge Model Improvement via Knowledge Distillation
CVPR 2025
Feature Diversification and Adaptation for Federated Domain Generalization
ECCV 2024
Towards Open-Set Test-Time Adaptation Utilizing the Wisdom of Crowds in Entropy Minimization
ICCV 2023
EcoTTA: Memory-Efficient Continual Test-Time Adaptation via Self-Distilled Regularization
CVPR 2023
TTN: A Domain-Shift Aware Batch Normalization in Test-Time Adaptation
ICLR 2023
Progressive Random Convolutions for Single Domain Generalization
CVPR 2023
Improving Test-Time Adaptation via Shift-Agnostic Weight Regularization and Nearest Source Prototypes
ECCV 2022
Standardized Max Logits: A Simple yet Effective Approach for Identifying Unexpected Road Obstacles in Urban-Scene Segmentation
ICCV 2021
RobustNet: Improving Domain Generalization in Urban-Scene Segmentation via Instance Selective Whitening
CVPR 2021
Cars Can't Fly Up in the Sky: Improving Urban-Scene Segmentation via Height-Driven Attention Networks
CVPR 2020
Image-To-Image Translation via Group-Wise Deep Whitening-And-Coloring Transformation
CVPR 2019