Search Results for author: Subin Kim

Found 6 papers, 2 papers with code

Collaborative Score Distillation for Consistent Visual Synthesis

no code implementations4 Jul 2023 Subin Kim, Kyungmin Lee, June Suk Choi, Jongheon Jeong, Kihyuk Sohn, Jinwoo Shin

Generative priors of large-scale text-to-image diffusion models enable a wide range of new generation and editing applications on diverse visual modalities.

Video Probabilistic Diffusion Models in Projected Latent Space

1 code implementation CVPR 2023 Sihyun Yu, Kihyuk Sohn, Subin Kim, Jinwoo Shin

Specifically, PVDM is composed of two components: (a) an autoencoder that projects a given video as 2D-shaped latent vectors that factorize the complex cubic structure of video pixels and (b) a diffusion model architecture specialized for our new factorized latent space and the training/sampling procedure to synthesize videos of arbitrary length with a single model.

Video Generation

Scalable Neural Video Representations with Learnable Positional Features

1 code implementation13 Oct 2022 Subin Kim, Sihyun Yu, Jaeho Lee, Jinwoo Shin

Succinct representation of complex signals using coordinate-based neural representations (CNRs) has seen great progress, and several recent efforts focus on extending them for handling videos.

Video Compression Video Frame Interpolation +2

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