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Markus Woodson

2 accepted papers

2023

Long-range Multimodal Pretraining for Movie Understanding

ICCV 2023poster

Learning computer vision models from (and for) movies has a long-standing history. While great progress has been attained, there is still a need for a pretrained multimodal model that can perform well in the ever-growing set of movie understanding tasks the community has been establishing. In this w…

Cited by 16PDFScholar
2022

The Anatomy of Video Editing: A Dataset and Benchmark Suite for AI-Assisted Video Editing

ECCV 2022poster

"Machine learning is transforming the video editing industry. Recent advances in computer vision have leveled-up video editing tasks such as intelligent reframing, rotoscoping, color grading, or applying digital makeups. However, most of the solutions have focused on video manipulation and VFX. This…