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Seunghyun Shin

6 accepted papers

2026

CHROMA: Consistent Harmonization of Multi-View Appearance via Bilateral Grid Prediction

ICLR 2026poster

Modern camera pipelines apply extensive on-device processing, such as exposure adjustment, white balance, and color correction, which, while beneficial individually, often introduce photometric inconsistencies across views. These appearance variations violate multi-view consistency and degrade novel…

Cited by 0SourceScholar
2026

Motion Prior Distillation in Time Reversal Sampling for Generative Inbetweening

ICLR 2026poster

Recent progress in image-to-video (I2V) diffusion models has significantly advanced the field of generative inbetweening, which aims to generate semantically plausible frames between two keyframes. In particular, inference-time sampling strategies, which leverage the generative priors of large-scale…

Cited by 0SourceScholar
2025

Video Color Grading via Look-Up Table Generation

ICCV 2025poster

Different from color correction and transfer, color grading involves adjusting colors for artistic or storytelling purposes in a video, which is used to establish a specific look or mood. However, due to the complexity of the process and the need for specialized editing skills, video color grading r…

2024

Close Imitation of Expert Retouching for Black-and-White Photography

CVPR 2024poster

Since the widespread availability of cameras black-and-white (BW)photography has been a popular choice for artistic and aesthetic expression. It highlights the main subject in varying tones of gray creating various effects such as drama and contrast. However producing BW photography often demands hi…