Kim, Chiheon
- Autoregressive Image Generation using Residual Quantization
2022/03/03 by Doyup Lee, Lee, Doyup, Chiheon Kim +7 · 142 citations
Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing Techniques and Applications #Machine Learning (cs.LG)
- Generalizable Implicit Neural Representations via Instance Pattern Composers
2022/11/23 by Chiheon Kim, Doyup Lee, Kim, Chiheon +7 · 7 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Human Pose and Action Recognition #Machine Learning (cs.LG) #Neural Networks and Applications
- Fast AutoAugment
2019/05/01 by Lim, Sungbin, Kim, Ildoo, Kim, Taesup +2 · 4 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Stochastic Block Model for Hypergraphs: Statistical limits and a semidefinite programming approach
2018/07/08 by Kim, Chiheon, Bandeira, Afonso S., Goemans, Michel X. · 3 citations
#FOS: Computer and information sciences #FOS: Mathematics #Information Theory (cs.IT) #Machine Learning (cs.LG) #Probability (math.PR)
- Community Detection in Hypergraphs, Spiked Tensor Models, and Sum-of-Squares
2017/05/08 by Chiheon Kim, Afonso S. Bandeira, Kim, Chiheon +3 · 2 citations
Neuroscience · Physics and Astronomy · #Complex Network Analysis Techniques #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #FOS: Mathematics #Functional Brain Connectivity Studies #Opinion Dynamics and Social Influence #Social and Information Networks (cs.SI) #Statistics Theory (math.ST)
- Automated Learning Rate Scheduler for Large-batch Training
2021/07/13 by Kim, Chiheon, Kim, Saehoon, Kim, Jongmin +2 · 2 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- Locality-Aware Generalizable Implicit Neural Representation
2023/10/09 by Lee, Doyup, Kim, Chiheon, Cho, Minsu +1 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- torchgpipe: On-the-fly Pipeline Parallelism for Training Giant Models
2020/04/21 by Chiheon Kim, Heungsub Lee, Kim, Chiheon +13 · 1 citation
Computer Science · #Advanced Neural Network Applications #Distributed #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Parallel #and Cluster Computing (cs.DC)
- NVS-Adapter: Plug-and-Play Novel View Synthesis from a Single Image
2023/12/12 by Jeong, Yoonwoo, Lee, Jinwoo, Kim, Chiheon +2 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences