Junghoon Seo
Junghoon Seo
SI Analytics & KAIST
Verified email at - Homepage
Cited by
Cited by
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
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
Bridging Adversarial Robustness and Gradient Interpretability
B Kim, J Seo, T Jeon
ICLR Workshop on Safe Machine Learning: Specification, Robustness, and …, 2019
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
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
Contrastive Multiview Coding with Electro-optics for SAR Semantic Segmentation
K Cha, J Seo, Y Choi
IEEE Geoscience and Remote Sensing Letters, 2021
A billion-scale foundation model for remote sensing images
K Cha, J Seo, T Lee
arXiv preprint arXiv:2304.05215, 2023
Deep Closed-Form Subspace Clustering
J Seo, J Koo, T Jeon
ICCV Workshop on Robust Subspace Learning and Applications in Computer …, 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
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
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
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
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
Implicit Stacked Autoregressive Model for Video Prediction
M Seo, H Lee, D Kim, J Seo
arXiv preprint arXiv:2303.07849, 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
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
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
RHINO: Rotated DETR with Dynamic Denoising via Hungarian Matching for Oriented Object Detection
H Lee, M Song, J Koo, J Seo
arXiv preprint arXiv:2305.07598, 2023
On Pitfalls of : Data Processing Inequality Perspective
J Song, K Cha, J Seo
arXiv preprint arXiv:2304.13836, 2023
Semi-Implicit Hybrid Gradient Methods with Application to Adversarial Robustness
B Kim, J Seo
AISTATS International Conference on Artificial Intelligence and Statistics, 2022
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