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Seo, Junghoon

  1. Why are Saliency Maps Noisy? Cause of and Solution to Noisy Saliency Maps
    2019/02/13 by Beomsu Kim, Junghoon Seo, Kim, Beomsu +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. Posture-Informed Muscular Force Learning for Robust Hand Pressure Estimation
    2024/10/31 by Kyungjin Seo, Seo, Kyungjin, Junghoon Seo +7 · 3 citations
    Computer Science · Engineering · Medicine · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Hand Gesture Recognition Systems #Human-Computer Interaction (cs.HC) #Muscle activation and electromyography studies #Stroke Rehabilitation and Recovery
  3. 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)
  4. 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)
  5. 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)
  6. 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
  7. Hausdorff Distance Matching with Adaptive Query Denoising for Rotated Detection Transformer
    2023/05/12 by Hakjin Lee, Lee, Hakjin, Minki Song +5 · 2 citations
    Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Remote-Sensing Image Classification
  8. Training Domain-invariant Object Detector Faster with Feature Replay and Slow Learner
    2021/05/31 by Lee, Chaehyeon, Seo, Junghoon, Jung, Heechul · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  9. Implicit Stacked Autoregressive Model for Video Prediction
    2023/03/14 by Minseok Seo, Seo, Minseok, Hakjin Lee +5 · 1 citation
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Image Enhancement Techniques #Video Surveillance and Tracking Methods
  10. Geometric Remove-and-Retrain (GOAR): Coordinate-Invariant eXplainable AI Assessment
    2024/07/17 by Yong-Hyun Park, Park, Yong-Hyun, Junghoon Seo +6 · 1 citation
    Computer Science · #Explainable Artificial Intelligence (XAI)
  11. Revisiting Classical Bagging with Modern Transfer Learning for On-the-fly Disaster Damage Detector
    2019/10/04 by Junghoon Seo, Seo, Junghoon, Seungwon Lee +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
  12. Pushing the Limits of Vision-Language Models in Remote Sensing without Human Annotations
    2024/09/11 by Keumgang Cha, Cha, Keumgang, Deping Yu +3 · 1 citation
    Computer Science · Social Sciences · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Geographic Information Systems Studies #Multimodal Machine Learning Applications