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Sukmin Yun
Sukmin Yun
Assistant Professor, Hanyang University - ERICA
在 hanyang.ac.kr 的电子邮件经过验证 - 首页
标题
引用次数
引用次数
年份
Regularizing class-wise predictions via self-knowledge distillation
S Yun, J Park, K Lee, J Shin
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2020
3392020
Robust inference via generative classifiers for handling noisy labels
K Lee, S Yun, K Lee, H Lee, B Li, J Shin
International conference on machine learning, 3763-3772, 2019
1532019
Patch-level representation learning for self-supervised vision transformers
S Yun, H Lee, J Kim, J Shin
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2022
602022
Opencos: Contrastive semi-supervised learning for handling open-set unlabeled data
J Park, S Yun, J Jeong, J Shin
European Conference on Computer Vision, 134-149, 2022
352022
Ifseg: Image-free semantic segmentation via vision-language model
S Yun, SH Park, PH Seo, J Shin
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023
142023
Time is matter: Temporal self-supervision for video transformers
S Yun, J Kim, D Han, H Song, JW Ha, J Shin
arXiv preprint arXiv:2207.09067, 2022
132022
Hierarchical context merging: Better long context understanding for pre-trained LLMs
W Song, S Oh, S Mo, J Kim, S Yun, JW Ha, J Shin
arXiv preprint arXiv:2404.10308, 2024
72024
Semi-supervised tabular classification via in-context learning of large language models
J Nam, W Song, SH Park, J Tack, S Yun, J Kim, J Shin
Workshop on Efficient Systems for Foundation Models@ ICML2023, 2023
72023
Robust determinantal generative classifier for noisy labels and adversarial attacks
K Lee, S Yun, K Lee, H Lee, B Li, J Shin
42018
Web2Code: A Large-scale Webpage-to-Code Dataset and Evaluation Framework for Multimodal LLMs
S Yun, H Lin, R Thushara, MQ Bhat, Y Wang, Z Jiang, M Deng, J Wang, ...
arXiv preprint arXiv:2406.20098, 2024
32024
DMT-JEPA: Discriminative Masked Targets for Joint-Embedding Predictive Architecture
S Mo, S Yun
arXiv preprint arXiv:2405.17995, 2024
12024
TSPipe: Learn from Teacher Faster with Pipelines
H Lim, Y Kim, S Yun, J Shin, D Han
International Conference on Machine Learning, 13302-13312, 2022
12022
Tabular Transfer Learning via Prompting LLMs
J Nam, W Song, SH Park, J Tack, S Yun, J Kim, KH Oh, J Shin
arXiv preprint arXiv:2408.11063, 2024
2024
Deep determinantal generative classifier: robustness on noisy and adversarial samples
K Lee, S Yun, K Lee, H Lee, B Li, J Shin
2019
PPT: Patch Order Do Matters in Time Series Pretext Task
J Kim, K Park, S Yun, S Lee
TrackIME: Enhanced Video Point Tracking via Instance Motion Estimation
SH Park, H Jang, B Jeon, S Yun, PH Seo, J Shin
The Thirty-eighth Annual Conference on Neural Information Processing Systems, 0
InstaTAP: Instance Motion Estimation for Tracking Any Point
SH Park, S Yun, PH Seo, J Shin
PASS: Patch-Aware Self-Supervision for Vision Transformer
S Yun, H Lee, J Kim, J Shin
Regularizing Predictions via Class-wise Self-knowledge Distillation
S Yun, J Park, K Lee, J Shin
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