Seungjae Shin
- Refine Myself by Teaching Myself: Feature Refinement via Self-Knowledge Distillation
2021/03/15 by Mingi Ji, Ji, Mingi, Seungjae Shin +7 · 5 citations
Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
- ABC: Auxiliary Balanced Classifier for Class-imbalanced Semi-supervised\n Learning
2021/10/20 by Hyuck Lee, Lee, Hyuck, Seungjae Shin +3 · 4 citations
Computer Science · #Imbalanced Data Classification Techniques #Domain Adaptation and Few-Shot Learning #Anomaly Detection Techniques and Applications
- Frequency Domain-based Dataset Distillation
2023/11/15 by Donghyeok Shin, Seungjae Shin, Shin, Donghyeok +3 · 6 citations
Biochemistry, Genetics and Molecular Biology · #Artificial Intelligence (cs.AI) #Cancer-related molecular mechanisms research #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Loss-Curvature Matching for Dataset Selection and Condensation
2023/03/08 by Seungjae Shin, Shin, Seungjae, Heesun Bae +7 · 4 citations
Computer Science · #Advanced Neural Network Applications #Machine Learning and Data Classification #Neural Networks and Applications
- From Noisy Prediction to True Label: Noisy Prediction Calibration via Generative Model
2022/05/02 by HeeSun Bae, Seungjae Shin, Bae, HeeSun +9 · 2 citations
Computer Science · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Statistical and Computational Modeling
- Make Prompts Adaptable: Bayesian Modeling for Vision-Language Prompt Learning with Data-Dependent Prior
2024/01/09 by Young‐Jae Cho, HeeSun Bae, Cho, Youngjae +9 · 3 citations
Computer Science · #Advanced Neural Network Applications #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
- Unifying Block-wise PTQ and Distillation-based QAT for Progressive Quantization toward 2-bit Instruction-Tuned LLMs
2025/06/10 by Jung Hyun Lee, Lee, Jung Hyun, Seungjae Shin +7 · 3 citations
Computer Science · #Advanced Data Compression Techniques #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Speech Recognition and Synthesis
- Unknown Domain Inconsistency Minimization for Domain Generalization
2024/03/12 by Seungjae Shin, Shin, Seungjae, HeeSun Bae +7 · 1 citation
Engineering · Medicine · #FOS: Computer and information sciences #Image Processing Techniques and Applications #Machine Learning (cs.LG) #Medical Imaging Techniques and Applications