Awesome

Junho Kim

👉 Research Scientist at NAVER AI Lab

Recent implementations

• 🔥 tf-torch-template
• Denoising-Diffusion-GANs
• Vision Transformer Cookbook

Recent accepted papers

• 🔥 Custom-Edit: Text-Guided Image Editing with Customized Diffusion Models CVPRW 2023, Oral
• Context-Preserving Two-Stage Video Domain Translation for Portrait Stylization CVPRW 2023
• Diffusion Video Autoencoders: Toward Temporally Consistent Face Video Editing via Disentangled Video Encoding CVPR 2023

Publications

• ⭐ Custom-Edit: Text-Guided Image Editing with Customized Diffusion Models CVPRW 2023, Oral
• Context-Preserving Two-Stage Video Domain Translation for Portrait Stylization CVPRW 2023
• Diffusion Video Autoencoders: Toward Temporally Consistent Face Video Editing via Disentangled Video Encoding CVPR 2023
• Rarity Metric : A New Metric to Evaluate the Uncommonness of Synthesized Images ICLR 2023, Spotlight
• Learning Input-agnostic Manipulation Directions in StyleGAN with Text Guidance ICLR 2023
• Generator Knows What Discriminator Should Learn in Unconditional GANs ECCV 2022
• ⭐ Feature Statistics Mixing Regularization for Generative Adversarial Networks CVPR 2022
• Generating Videos with Dynamics-aware Implicit Generative Adversarial Networks ICLR 2022
• Exploiting Spatial Dimensions of Latent in GAN for Real-time Image Editing CVPR 2021
• ⭐ U-GAT-IT: Unsupervised Generative Attentional Networks with Adaptive Layer-Instance Normalization for Image-to-Image Translation ICLR 2020