Park, Namuk
- How Do Vision Transformers Work?
2022/02/14 by Namuk Park, Park, Namuk, Songkuk Kim +1 · 20 citations
Computer Science · Neuroscience · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Visual Attention and Saliency Detection #Visual perception and processing mechanisms
- What Do Self-Supervised Vision Transformers Learn?
2023/05/01 by Namuk Park, Wonjae Kim, Park, Namuk +7 · 9 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #Advanced Image and Video Retrieval Techniques #Image Retrieval and Classification Techniques
- Vector Quantized Bayesian Neural Network Inference for Data Streams
2019/07/12 by Park, Namuk, Lee, Taekyu, Kim, Songkuk · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Blurs Behave Like Ensembles: Spatial Smoothings to Improve Accuracy, Uncertainty, and Robustness
2021/05/26 by Park, Namuk, Kim, Songkuk · 1 citation
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)