MATE: Masked Autoencoders are Online 3D Test-Time Learners

Muhammad Jehanzeb Mirza*, Inkyu Shin*, Wei Lin*, Andreas Schriebl, Kunyang Sun, Jaesung Choe,

Horst Possegger, Mateusz Kozinski, In So Kweon, Kuk-Jin Yoon, Horst Bischof (*Equal contribution)

arXiv

[ Paper | Code ]

TTA-COPE: Test-Time Adaptation for Category-Level Object Pose Estimation

Taeyeop Lee, Jonathan Tremblay, Valts Blukis, Bowen Wen, Byeong-Uk Lee, Inkyu Shin, Stan Birchfield, In So Kweon, Kuk-Jin Yoon

CVPR 2023

[ Paper ]

Bidirectional Domain Mixup for Domain Adaptive Semantic Segmentation

Daehan Kim*, Minseok Seo*, Kwanyong Park, Inkyu Shin, Sanghyun Woo

AAAI 2023

[ Paper ]

Learning Classifiers of Prototypes and Reciprocal Points for Universal Domain Adaptation

Sungsu Hur, Inkyu Shin, Kwanyong Park, Sanghyun Woo, In So Kweon

WACV 2023

[ Paper ]

Moving from 2D to 3D: volumetric medical image classification for rectal cancer staging

Joohyung Lee*, Jieun Oh*, Inkyu Shin, You-sung Kim, Dae Kyung Sohn, Tae-sung Kim, In So Kweon (*Equal contribution)

MICCAI 2022

[ Paper ]

MM-TTA: Multi-Modal Test-Time Adaptation for 3D Semantic Segmentation

Inkyu Shin, Yi-Hsuan Tsai, Bingbing Zhuang, Samuel Schulter, Buyu Liu, Sparsh Garg, In So Kweon, Kuk-Jin Yoon

CVPR 2022

[ Project page | Paper ]

UDA-COPE: Unsupervised Domain Adaptation for Category-level Object Pose Estimation

Taeyeop Lee, Byeong-Uk Lee, Inkyu Shin, Jaesung Choe, Ukcheol Shin, In So Kweon, Kuk-Jin Yoon

CVPR 2022

[ Paper ]

LabOR: Labeling Only if Required for Domain Adaptive Semantic Segmentation

Inkyu Shin, Dong-Jin Kim, Jae Won Cho, Sanghyun Woo, Kwanyong Park, In So Kweon

ICCV 2021 [Oral]

[ Paper ]

Unsupervised Domain Adaptation for Video Semantic Segmentation

Inkyu Shin*, Kwanyong Park*, Sanghyun Woo, In So Kweon (*Equal contribution)

arXiv

[ Paper ]

Discover, Hallucinate, and Adapt: Open Compound Domain Adaptation for Semantic Segmentation

Kwanyong Park, Sanghyun Woo, Inkyu Shin, In So Kweon

NeurIPS 2020

[ Paper ]

Two-phase Pseudo Label Densification for Self-training based Domain Adaptation

Inkyu Shin, Sanghyun Woo, Fei Pan, In So Kweon

ECCV 2020

*Also presented at CVPR 2020 Workshop(VL3)

[ Paper ]

Unsupervised Intra-domain Adaptation for Semantic Segmentation through Self-Supervision

Fei Pan, Inkyu Shin, Francois Rameau, Seokju Lee, In So Kweon

CVPR 2020 [Oral]

[ Project page | Paper | Code ]

Image-to-image translation via group-wise deep whitening-and-coloring transformation

Wongwoong Cho, Sungha Choi, David Keetae Park, Inkyu Shin, Jaegul Choo

CVPR 2019 [Oral]

[ Paper | Code ]