Choi, Sungha

14 publications

ICLR 2026 FLoC: Facility Location-Based Efficient Visual Token Compression for Long Video Understanding Janghoon Cho, Jungsoo Lee, Munawar Hayat, Kyuwoong Hwang, Fatih Porikli, Sungha Choi

CVPR 2025 CustomKD: Customizing Large Vision Foundation for Edge Model Improvement via Knowledge Distillation Jungsoo Lee, Debasmit Das, Munawar Hayat, Sungha Choi, Kyuwoong Hwang, Fatih Porikli

NeurIPS 2025 Generalized Contrastive Learning for Universal Multimodal Retrieval Jungsoo Lee, Janghoon Cho, Hyojin Park, Munawar Hayat, Kyuwoong Hwang, Fatih Porikli, Sungha Choi

ICCV 2025 Understanding Personal Concept in Open-Vocabulary Semantic Segmentation Sunghyun Park, Jungsoo Lee, Shubhankar Borse, Munawar Hayat, Sungha Choi, Kyuwoong Hwang, Fatih Porikli

ECCV 2024 Feature Diversification and Adaptation for Federated Domain Generalization Seunghan Yang, Seokeon Choi, Hyunsin Park, Sungha Choi, Simyung Chang, Sungrack Yun

CVPR 2023 EcoTTA: Memory-Efficient Continual Test-Time Adaptation via Self-Distilled Regularization Junha Song, Jungsoo Lee, In So Kweon, Sungha Choi

CVPR 2023 Progressive Random Convolutions for Single Domain Generalization Seokeon Choi, Debasmit Das, Sungha Choi, Seunghan Yang, Hyunsin Park, Sungrack Yun

ICLR 2023 TTN: A Domain-Shift Aware Batch Normalization in Test-Time Adaptation Hyesu Lim, Byeonggeun Kim, Jaegul Choo, Sungha Choi

ICCV 2023 Towards Open-Set Test-Time Adaptation Utilizing the Wisdom of Crowds in Entropy Minimization Jungsoo Lee, Debasmit Das, Jaegul Choo, Sungha Choi

ECCV 2022 Improving Test-Time Adaptation via Shift-Agnostic Weight Regularization and Nearest Source Prototypes Sungha Choi, Seunghan Yang, Seokeon Choi, Sungrack Yun

CVPR 2021 RobustNet: Improving Domain Generalization in Urban-Scene Segmentation via Instance Selective Whitening Sungha Choi, Sanghun Jung, Huiwon Yun, Joanne T. Kim, Seungryong Kim, Jaegul Choo

ICCV 2021 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

CVPR 2020 Cars Can't Fly up in the Sky: Improving Urban-Scene Segmentation via Height-Driven Attention Networks Sungha Choi, Joanne T. Kim, Jaegul Choo

CVPR 2019 Image-to-Image Translation via Group-Wise Deep Whitening-and-Coloring Transformation Wonwoong Cho, Sungha Choi, David Keetae Park, Inkyu Shin, Jaegul Choo