Jin‐Young Choi

1. The Majority Can Help The Minority: Context-rich Minority Oversampling for Long-tailed Classification
   2021/12/01 by Seulki Park, Park, Seulki, Youngkyu Hong +7 · 13 citations
   Computer Science · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Imbalanced Data Classification Techniques
2. Balanced Energy Regularization Loss for Out-of-distribution Detection
   2023/06/18 by Hyun‐Jun Choi, Choi, Hyunjun, Hawook Jeong +3 · 5 citations
   Computer Science · Engineering · #Advanced Chemical Sensor Technologies #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
3. RoCOCO: Robustness Benchmark of MS-COCO to Stress-test Image-Text Matching Models
   2023/04/21 by Seulki Park, Daeho Um, Park, Seulki +9 · 3 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
4. Confidence-Based Feature Imputation for Graphs with Partially Known Features
   2023/05/26 by Daeho Um, Um, Daeho, Jiwoong Park +5 · 3 citations
   Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Machine Learning (cs.LG) #Social and Information Networks (cs.SI)
5. Multi-focus Attention Network for Efficient Deep Reinforcement Learning
   2017/12/13 by Jin‐Young Choi, Choi, Jinyoung, Beom‐Jin Lee +3 · 1 citation
   Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural Networks and Reservoir Computing #Reinforcement Learning in Robotics
6. MCL-GAN: Generative Adversarial Networks with Multiple Specialized Discriminators
   2021/07/15 by Jin‐Young Choi, Choi, Jinyoung, Bohyung Han +1 · 1 citation
   Computer Science · #Digital Media Forensic Detection #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Human Pose and Action Recognition #Machine Learning (cs.LG)
7. Hierarchical Visual Feature Aggregation for OCR-Free Document Understanding
   2024/11/08 by Jaeyoo Park, Park, Jaeyoo, Jin‐Young Choi +5 · 3 citations
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #Digital and Cyber Forensics #FOS: Computer and information sciences #Handwritten Text Recognition Techniques