NL-LinkNet: Toward Lighter but More Accurate Road Extraction with Non-Local Operations Y Wang, J Seo, T Jeon
IEEE Geoscience and Remote Sensing Letters, 2021
68 2021 Why are saliency maps noisy? cause of and solution to noisy saliency maps B Kim, J Seo, S Jeon, J Koo, J Choe, T Jeon
IEEE/CVF International Conference on Computer Vision Workshop, 2019
62 2019 Bridging Adversarial Robustness and Gradient Interpretability B Kim, J Seo, T Jeon
ICLR Workshop on Safe Machine Learning: Specification, Robustness, and …, 2019
43 2019 A billion-scale foundation model for remote sensing images K Cha, J Seo, T Lee
arXiv preprint arXiv:2304.05215, 2023
36 2023 RBox-CNN: Rotated Bounding Box based CNN for Ship Detection in Remote Sensing Image J Koo, J Seo, S Jeon, J Choe, T Jeon
ACM SIGSPATIAL International Conference on Advances in Geographic …, 2018
35 2018 Noise-adding Methods of Saliency Map as Series of Higher Order Partial Derivative J Seo, J Choe, J Koo, S Jeon, B Kim, T Jeon
ICML Workshop on Human Interpretability in Machine Learning, 2018
26 2018 Contrastive Multiview Coding with Electro-optics for SAR Semantic Segmentation K Cha, J Seo, Y Choi
IEEE Geoscience and Remote Sensing Letters, 2021
22 2021 Self-Pair: Synthesizing Changes from Single Source for Object Change Detection in Remote Sensing Imagery M Seo, H Lee, Y Jeon, J Seo
IEEE/CVF WACV Winter Conference on Applications of Computer Vision, 2023
15 2023 Deep Closed-Form Subspace Clustering J Seo, J Koo, T Jeon
ICCV Workshop on Robust Subspace Learning and Applications in Computer …, 2019
13 2019 On the Power of Deep but Naive Partial Label Learning J Seo, J Huh
ICASSP International Conference on Acoustics, Speech, and Signal Processing, 2021
10 2021 Quantile Autoencoder with Abnormality Accumulation for Anomaly Detection of Multi-variate Sensor Data S Ryu, J Yim, J Seo, Y Yu, H Seo
IEEE Access, 2022
9 * 2022 Revisiting Classical Bagging with Modern Transfer Learning for On-the-fly Disaster Damage Detector J Seo, S Lee, B Kim, T Jeon
NeurIPS Workshop on Artificial Intelligence for Humanitarian Assistance and …, 2019
8 2019 Implicit stacked autoregressive model for video prediction M Seo, H Lee, D Kim, J Seo
arXiv preprint arXiv:2303.07849, 2023
4 2023 Training Domain-invariant Object Detector Faster with Feature Replay and Slow Learner C Lee, J Seo, H Jung
CVPR Workshop on EarthVision: Large Scale Computer Vision for Remote Sensing …, 2021
3 2021 Domain Adaptive Generation of Aircraft on Satellite Imagery via Simulated and Unsupervised Learning J Seo, S Jeon, T Jeon
ACML Workshop on Machine Learning for Artificial Intelligence Platforms …, 2017
3 2017 Hausdorff Distance Matching with Adaptive Query Denoising for Rotated Detection Transformer H Lee, M Song, J Koo, J Seo
arXiv preprint arXiv:2305.07598, 2023
2 * 2023 Geometric Remove-and-Retrain (GOAR): Coordinate-Invariant eXplainable AI Assessment YH Park, J Seo, B Park, S Lee, J Jo
NeurIPS Workshop on XAI in Action: Past, Present, and Future Applications, 2023
2023 Prototype-oriented Unsupervised Change Detection for Disaster Management Y Oh, M Seo, D Kim, J Seo
NeurIPS Workshop on Tackling Climate Change with Machine Learning, 2023
2023 On Pitfalls of : Data Processing Inequality Perspective J Song, K Cha, J Seo
arXiv preprint arXiv:2304.13836, 2023
2023 Semi-Implicit Hybrid Gradient Methods with Application to Adversarial Robustness B Kim, J Seo
AISTATS International Conference on Artificial Intelligence and Statistics, 2022
2022