| 2026 | ACL | Feedback Adaptation for Retrieval-Augmented Generation. | Jihwan Bang, Seunghan Yang, Kyuhong Shim, Simyung Chang, Juntae Lee, Sungha Choi |
| 2025 | CVPR | CustomKD: Customizing Large Vision Foundation for Edge Model Improvement via Knowledge Distillation. | Jungsoo Lee, Debasmit Das, Munawar Hayat, Sungha Choi, Kyuwoong Hwang, Fatih Porikli |
| 2025 | ICCV | Understanding Personal Concept in Open-Vocabulary Semantic Segmentation. | Sunghyun Park, Jungsoo Lee, Shubhankar Borse, Munawar Hayat, Sungha Choi, Kyuwoong Hwang, Fatih Porikli |
| 2024 | ECCV | Feature Diversification and Adaptation for Federated Domain Generalization. | Seunghan Yang, Seokeon Choi, Hyunsin Park, Sungha Choi, Simyung Chang, Sungrack Yun |
| 2023 | CVPR | Progressive Random Convolutions for Single Domain Generalization. | Seokeon Choi, Debasmit Das, Sungha Choi, Seunghan Yang, Hyunsin Park, Sungrack Yun |
| 2023 | CVPR | EcoTTA: Memory-Efficient Continual Test-Time Adaptation via Self-Distilled Regularization. | Junha Song, Jungsoo Lee, In So Kweon, Sungha Choi |
| 2023 | ICCV | Towards Open-Set Test-Time Adaptation Utilizing the Wisdom of Crowds in Entropy Minimization. | Jungsoo Lee, Debasmit Das, Jaegul Choo, Sungha Choi |
| 2023 | ICLR | TTN: A Domain-Shift Aware Batch Normalization in Test-Time Adaptation. | Hyesu Lim, Byeonggeun Kim, Jaegul Choo, Sungha Choi |
| 2022 | ECCV | Improving Test-Time Adaptation Via Shift-Agnostic Weight Regularization and Nearest Source Prototypes. | Sungha Choi, Seunghan Yang, Seokeon Choi, Sungrack Yun |
| 2021 | CVPR | RobustNet: Improving Domain Generalization in Urban-Scene Segmentation via Instance Selective Whitening. | Sungha Choi, Sanghun Jung, Huiwon Yun, Joanne Taery Kim, Seungryong Kim, Jaegul Choo |
| 2021 | ICCV | Standardized Max Logits: A Simple yet Effective Approach for Identifying Unexpected Road Obstacles in Urban-Scene Segmentation. | Sanghun Jung, Jungsoo Lee, Daehoon Gwak, Sungha Choi, Jaegul Choo |
| 2020 | CVPR | Cars Can't Fly Up in the Sky: Improving Urban-Scene Segmentation via Height-Driven Attention Networks. | Sungha Choi, Joanne Taery Kim, Jaegul Choo |
| 2019 | CVPR | Image-To-Image Translation via Group-Wise Deep Whitening-And-Coloring Transformation. | Wonwoong Cho, Sungha Choi, David Keetae Park, Inkyu Shin, Jaegul Choo |