Minguk Kang

1. Scaling up GANs for Text-to-Image Synthesis
   2023/03/09 by Minguk Kang, Jun-Yan Zhu, Kang, Minguk +11 · 56 citations
   Computer Science · #Generative Adversarial Networks and Image Synthesis #Advanced Image and Video Retrieval Techniques #Image Processing and 3D Reconstruction
2. Distilling Diffusion Models into Conditional GANs
   2024/05/09 by Minguk Kang, Richard Zhang, Kang, Minguk +15 · 19 citations
   Computer Science · #Machine Learning in Healthcare #Speech Recognition and Synthesis
3. Rebooting ACGAN: Auxiliary Classifier GANs with Stable Training
   2021/11/01 by Minguk Kang, Woohyeon Shim, Kang, Minguk +5 · 5 citations
   Computer Science · #Advanced Image Processing Techniques #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG)
4. Fill-Up: Balancing Long-Tailed Data with Generative Models
   2023/06/12 by Joonghyuk Shin, Shin, Joonghyuk, Minguk Kang +3 · 6 citations
   Computer Science · #Handwritten Text Recognition Techniques #Multimodal Machine Learning Applications #Advanced Neural Network Applications
5. StudioGAN: A Taxonomy and Benchmark of GANs for Image Synthesis
   2022/06/19 by Minguk Kang, Joonghyuk Shin, Kang, Minguk +3 · 4 citations
   Computer Science · #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Generative Adversarial Networks and Image Synthesis #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
6. Extending CLIP's Image-Text Alignment to Referring Image Segmentation
   2023/06/14 by Seoyeon Kim, Kim, Seoyeon, Minguk Kang +4 · 4 citations
   Computer Science · #AI in cancer detection #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Medical Image Segmentation Techniques
7. FlashDecoder: Real-Time Latent-to-Pixel Streaming Decoder with Transformers
   2026/07/16 by Minguk Kang, Suha Kwak
   #cs.CV #cs.AI