Jeon, Taegyun

1. Why are Saliency Maps Noisy? Cause of and Solution to Noisy Saliency Maps
   2019/02/13 by Beomsu Kim, Kim, Beomsu, Junghoon Seo +9 · 5 citations
   Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
2. Noise-adding Methods of Saliency Map as Series of Higher Order Partial Derivative
   2018/06/08 by Seo, Junghoon, Choe, Jeongyeol, Koo, Jamyoung +3 · 1 citation
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
3. Bridging Adversarial Robustness and Gradient Interpretability
   2019/03/27 by Beomsu Kim, Kim, Beomsu, Junghoon Seo +3 · 3 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
4. Deep Closed-Form Subspace Clustering
   2019/08/26 by Seo, Junghoon, Koo, Jamyoung, Jeon, Taegyun · 1 citation
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
5. NL-LinkNet: Toward Lighter but More Accurate Road Extraction with Non-Local Operations
   2019/08/22 by Yooseung Wang, Junghoon Seo, Wang, Yooseung +3 · 1 citation
   Computer Science · Engineering · Environmental Science · #Advanced Neural Network Applications #Automated Road and Building Extraction #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Remote Sensing and LiDAR Applications
6. Revisiting Classical Bagging with Modern Transfer Learning for On-the-fly Disaster Damage Detector
   2019/10/04 by Junghoon Seo, Seungwon Lee, Seo, Junghoon +5 · 1 citation
   Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Geophysical Methods and Applications #Infrastructure Maintenance and Monitoring #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Structural Health Monitoring Techniques