Publications
(C: peer-reviewed conference, J: peer-reviewed journal, W: peer-reviewed workshop, I: invited conference, * = equal contributions)
2023
- [C141] WinCLIP: Zero-/Few-Shot Anomaly Classification and Segmentation
Jongheon Jeong*, Yang Zou*, Taewan Kim, DongQing Zhang, Avinash Ravichandran and Onkar Dabeer
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2023
- [C140] Video Probabilistic Diffusion Models in Projected Latent Space (arXiv)
Sihyun Yu, Kihyuk Sohn, Subin Kim and Jinwoo Shin
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2023
- [C139] IFSeg: Image-free Semantic Segmentation via Vision-Language Model (arXiv)
Sukmin Yun*, Seong Hyeon Park*, Paul Hongsuck Seo and Jinwoo Shin
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2023
- [C138] Enhancing Multiple Reliability Measures via Nuisance-extended Information Bottleneck (arXiv)
Jongheon Jeong, Sihyun Yu, Hankook Lee Lee and Jinwoo Shin
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2023 (based on the preliminary version [W30])
- [C137] BiasAdv: Bias-Adversarial Augmentation for Debiasing Classifier
Jongin Lim, Youngdong Kim, Byungjai Kim, Chanho Ahn, Jinwoo Shin, Eunho Yang and Seungju Han
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2023
- [C136] String-based Molecule Generation via Multi-decoder VAE (arXiv)
Kisoo Kwon, Kuhwan Jeong, Junghyun Park Park, Hwidong Na and Jinwoo Shin
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2023
- [C129] Mosaic: Extremely Low-resolution RFID Vision for Visually-anonymized Action Recognition
Seungwoo Shim, Hyeonho Shin, Myeongkyun Cho, Youngki Lee, Jinwoo Shin and Song Min Kim
ACM/IEEE International Conference on Information Processing in Sensor Networks (IPSN), 2023
- [C128] Contextual Linear Bandits under Noisy Features: Towards Bayesian Oracles
Jung-hun Kim, Se-Young Yun, Minchan Jeong, Junhyun Nam, Jinwoo Shin and Richard Combes
International Conference on Artificial Intelligence and Statistics (AISTATS), 2023
- [C126] Everyone’s Voice Matters: Quantifying Annotation Disagreement Using
Demographic Information (arXiv)
Ruyuan Wan, Jaehyung Kim and Dongyeop Kang
AAAI Conference on Artificial Intelligence (AAAI), 2023  Oral Presentation
- [C125] Confidence-aware Training of Smoothed Classifiers for Certified Robustness (arXiv, code)
Jongheon Jeong*, Seojin Kim* and Jinwoo Shin
AAAI Conference on Artificial Intelligence (AAAI), 2023 (based on the preliminary version [W29])  Oral Presentation
- [W37] Modality-Agnostic Variational Compression of Implicit Neural Representations (arXiv)
Jonathan Richard Schwarz*, Jihoon Tack*, Yee Whye Teh, Jaeho Lee, and Jinwoo Shin
ICLR Workshop on Neural Fields across Fields: Methods and Applications of Implicit Neural Representations, 2023
- [W36] Fragment-based Multi-view Molecular Contrastive Learning
Seojin Kim*, Jaehyun Nam*, Junsu Kim, Hankook Lee, Sungsoo Ahn, and Jinwoo Shin
ICLR Workshop on Machine Learning for Materials: From Molecules to Materials, 2023
- [W35] Efficient Meta-Learning via Error-based Context Pruning for Implicit Neural Representations (arXiv)
Jihoon Tack, Subin Kim, Sihyun Yu, Jaeho Lee, Jinwoo Shin and Jonathan Richard Schwarz
ICLR Workshop on Neural Fields across Fields: Methods and Applications of Implicit Neural Representations, 2023
2022
- [W30] Learning Robust Representations via Nuisance-extended Information Bottleneck
Jongheon Jeong, Sihyun Yu, Hankook Lee and Jinwoo Shin
ECCV Workshop on Out-of-distribution Generalization in Computer Vision, 2022 (the newer version [C138] available at CVPR 2023)
- [W29] Confidence-aware Training of Smoothed Classifiers for Certified Robustness
Jongheon Jeong*, Seojin Kim* and Jinwoo Shin
ECCV Workshop on Adversarial Robustness in the Real World, 2022 (the newer version [C125] available at AAAI 2023)
- [W28] OpenCoS: Contrastive Semi-supervised Learning for Handling Open-set Unlabeled Data (arXiv, code)
Jongjin Park*, Sukmin Yun*, Jongheon Jeong, and Jinwoo Shin
ECCV Workshop on Learning from Limited and Imperfect Data, 2022
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2009 – 2012
- [C2] Delay optimal queue-based CSMA
Devavrat Shah and Jinwoo Shin
ACM International Conference on Measurement and Modeling of Computer Systems (SIGMETRICS), 2010 (short paper)
- [I1] Optimal CSMA: A survey
Se-Young Yun, Yung Yi, Jinwoo Shin and Do Young Eun
IEEE International Conference on Communication Systems (ICCS), 2012
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