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Ildoo Kim
Ildoo Kim
Kakao Brain
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Vilt: Vision-and-language transformer without convolution or region supervision
W Kim, B Son, I Kim
International Conference on Machine Learning, 5583-5594, 2021
11322021
The liver tumor segmentation benchmark (lits)
P Bilic, P Christ, HB Li, E Vorontsov, A Ben-Cohen, G Kaissis, A Szeskin, ...
Medical Image Analysis, 102680, 2022
8832022
Fast autoaugment
S Lim, I Kim, T Kim, C Kim, S Kim
Advances in Neural Information Processing Systems 32, 2019
6572019
The medical segmentation decathlon
M Antonelli, A Reinke, S Bakas, K Farahani, A Kopp-Schneider, ...
Nature Communications 13 (1), 1-13, 2022
5722022
VisDrone-DET2019: The vision meets drone object detection in image challenge results
D Du, P Zhu, L Wen, X Bian, H Lin, Q Hu, T Peng, J Zheng, X Wang, ...
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2019
2552019
Spatially consistent representation learning
B Roh, W Shin, I Kim, S Kim
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021
942021
Scalable Neural Architecture Search for 3D Medical Image Segmentation
S Kim, I Kim, S Lim, W Baek, C Kim, H Cho, B Yoon, T Kim
International Conference on Medical Image Computing and Computer-Assisted …, 2019
782019
Learning loss for test-time augmentation
I Kim, Y Kim, S Kim
Advances in Neural Information Processing Systems 33, 4163-4174, 2020
702020
torchgpipe: On-the-fly Pipeline Parallelism for Training Giant Models
C Kim, H Lee, M Jeong, W Baek, B Yoon, I Kim, S Lim, S Kim
arXiv preprint arXiv:2004.09910, 2020
412020
Spatially Attentive Output Layer for Image Classification
I Kim, W Baek, S Kim
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020
362020
LNDb challenge on automatic lung cancer patient management
J Pedrosa, G Aresta, C Ferreira, G Atwal, HA Phoulady, X Chen, R Chen, ...
Medical image analysis 70, 102027, 2021
172021
AutoCLINT: The Winning Method in AutoCV Challenge 2019
W Baek, I Kim, S Kim, S Lim
arXiv preprint arXiv:2005.04373, 2020
12020
Visdrone-det2019: The vision meets drone object detection in image challenge results
DR Pailla
IEEE/CVF International Conference on Computer Vision Workshop (ICCVW), 2019
2019
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