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


Nov 24, 2022
M. Jehanzeb Mirza, Inkyu Shin, Wei Lin, Andreas Schriebl, Kunyang Sun, Jaesung Choe, Horst Possegger, Mateusz Kozinski, In So Kweon, Kun-Jin Yoon, Horst Bischof

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* Minor fix in citations 

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Signing Outside the Studio: Benchmarking Background Robustness for Continuous Sign Language Recognition


Nov 01, 2022
Youngjoon Jang, Youngtaek Oh, Jae Won Cho, Dong-Jin Kim, Joon Son Chung, In So Kweon

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* Our dataset is available at https://github.com/art-jang/Signing-Outside-the-Studio 

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


Sep 13, 2022
Joohyung Lee, Jieun Oh, Inkyu Shin, You-sung Kim, Dae Kyung Sohn, Tae-sung Kim, In So Kweon

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* 11 pages, 2 figures, accepted to MICCAI 2022 

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Per-Clip Video Object Segmentation


Aug 03, 2022
Kwanyong Park, Sanghyun Woo, Seoung Wug Oh, In So Kweon, Joon-Young Lee

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* CVPR 2022; Code is available at https://github.com/pkyong95/PCVOS 

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Generative Bias for Visual Question Answering


Aug 02, 2022
Jae Won Cho, Dong-jin Kim, Hyeonggon Ryu, In So Kweon

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* 10 pages, Bronze Prize, 28th HumanTech Paper Award, Samsung Electronics 

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A Survey on Masked Autoencoder for Self-supervised Learning in Vision and Beyond


Jul 30, 2022
Chaoning Zhang, Chenshuang Zhang, Junha Song, John Seon Keun Yi, Kang Zhang, In So Kweon

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* First survey on masked autoencoder (under progress) 

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Decoupled Adversarial Contrastive Learning for Self-supervised Adversarial Robustness


Jul 22, 2022
Chaoning Zhang, Kang Zhang, Chenshuang Zhang, Axi Niu, Jiu Feng, Chang D. Yoo, In So Kweon

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* Accepted by ECCV 2022 oral presentation 

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The Anatomy of Video Editing: A Dataset and Benchmark Suite for AI-Assisted Video Editing


Jul 21, 2022
Dawit Mureja Argaw, Fabian Caba Heilbron, Joon-Young Lee, Markus Woodson, In So Kweon

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* Code is available at: https://github.com/dawitmureja/AVE.git 

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ML-BPM: Multi-teacher Learning with Bidirectional Photometric Mixing for Open Compound Domain Adaptation in Semantic Segmentation


Jul 19, 2022
Fei Pan, Sungsu Hur, Seokju Lee, Junsik Kim, In So Kweon

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* Accepted to ECCV 2022 

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