Nam Ik Cho
- Transfer Learning from Synthetic to Real-Noise Denoising with Adaptive Instance Normalization
2020/02/26 by Yoonsik Kim, Kim, Yoonsik, Jae Woong Soh +5 · 4 citations
Computer Science · Engineering · #Advanced Image Fusion Techniques #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Signal Denoising Methods #Image and Video Processing (eess.IV) #electronic engineering #information engineering
- PuVAE: A Variational Autoencoder to Purify Adversarial Examples
2019/03/02 by Uiwon Hwang, Jaewoo Park, Hwang, Uiwon +7 · 4 citations
Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Self-supervised Product Quantization for Deep Unsupervised Image\n Retrieval
2021/09/06 by Young Kyun Jang, Nam Ik Cho, Jang, Young Kyun +1 · 4 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Image Retrieval and Classification Techniques
- Deep Hash Distillation for Image Retrieval
2021/12/16 by Young Kyun Jang, Geonmo Gu, Jang, Young Kyun +7 · 3 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Information Retrieval (cs.IR) #Video Surveillance and Tracking Methods
- A Dynamic Residual Self-Attention Network for Lightweight Single Image Super-Resolution
2021/12/08 by Karam Park, Jae Woong Soh, Park, Karam +3 · 3 citations
Computer Science · Engineering · #Advanced Image Processing Techniques #Image Processing Techniques and Applications #Advanced Vision and Imaging
- LAN-HDR: Luminance-based Alignment Network for High Dynamic Range Video Reconstruction
2023/08/22 by Haesoo Chung, Nam Ik Cho, Chung, Haesoo +1 · 2 citations
Computer Science · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Enhancement Techniques
- Natural and Realistic Single Image Super-Resolution with Explicit\n Natural Manifold Discrimination
2019/11/09 by Jae Woong Soh, Gu Yong Park, Soh, Jae Woong +5 · 1 citation
Computer Science · Engineering · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image Processing Techniques and Applications #Image and Video Processing (eess.IV) #Integrated Circuits and Semiconductor Failure Analysis #electronic engineering #information engineering
- Block-Matching Convolutional Neural Network for Image Denoising
2017/04/03 by Byeongyong Ahn, Ahn, Byeongyong, Nam Ik Cho +1 · 1 citation
Computer Science · Engineering · #Advanced Image Fusion Techniques #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image and Signal Denoising Methods
- ParallelBench: Understanding the Trade-offs of Parallel Decoding in Diffusion LLMs
2025/10/06 by Won Jun Kang, Kevin Galim, Kang, Wonjun +18 · 5 citations
Materials Science · #Copper Interconnects and Reliability #FOS: Computer and information sciences #Machine Learning (cs.LG)
- State-offset Tuning: State-based Parameter-Efficient Fine-Tuning for State Space Models
2025/03/05 by Won Jun Kang, Kevin Galim, Kang, Wonjun +9 · 1 citation
Computer Science · Physics and Astronomy · #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Formal Methods in Verification #Machine Learning (cs.LG) #Model Reduction and Neural Networks