5 papers
3DreamBooth: High-Fidelity 3D Subject-Driven Video Generation Model
Hyun-kyu Ko, Jihyeon Park, Younghyun Kim +2
Creating dynamic, view-consistent videos of customized subjects is highly sought after for a wide range of emerging applications, including immersive VR/AR, virtual production, and…
Moiré Zero: An Efficient and High-Performance Neural Architecture for Moiré Removal
Seungryong Lee, Woojeong Baek, Younghyun Kim +4
Moiré patterns, caused by frequency aliasing between fine repetitive structures and a camera sensor's sampling process, have been a significant obstacle in various real-world appl…
StarFT: Robust Fine-tuning of Zero-shot Models via Spuriosity Alignment
Younghyun Kim, Jongheon Jeong, Sangkyung Kwak +3
Learning robust representations from data often requires scale, which has led to the success of recent zero-shot models such as CLIP. However, the obtained robustness can easily be…
DiffuseSlide: Training-Free High Frame Rate Video Generation Diffusion
Geunmin Hwang, Hyun-kyu Ko, Younghyun Kim +2
Recent advancements in diffusion models have revolutionized video generation, enabling the creation of high-quality, temporally consistent videos. However, generating high frame-ra…
DiffuseHigh: Training-free Progressive High-Resolution Image Synthesis through Structure Guidance
Younghyun Kim, Geunmin Hwang, Junyu Zhang +1
Large-scale generative models, such as text-to-image diffusion models, have garnered widespread attention across diverse domains due to their creative and high-fidelity image gener…