273 citations · 1.4k across the 86 of their papers we have counts for
5 papers · 1 filter
AutoAD-Zero: A Training-Free Framework for Zero-Shot Audio Description
Junyu Xie, Tengda Han, Max Bain +4
Our objective is to generate Audio Descriptions (ADs) for both movies and TV series in a training-free manner. We use the power of off-the-shelf Visual-Language Models (VLMs) and L…
AutoAD III: The Prequel -- Back to the Pixels
Tengda Han, Max Bain, Arsha Nagrani +3
Generating Audio Description (AD) for movies is a challenging task that requires fine-grained visual understanding and an awareness of the characters and their names. Currently, vi…
Made to Order: Discovering monotonic temporal changes via self-supervised video ordering
Charig Yang, Weidi Xie, Andrew Zisserman
Our objective is to discover and localize monotonic temporal changes in a sequence of images. To achieve this, we exploit a simple proxy task of ordering a shuffled image sequence,…
Moving Object Segmentation: All You Need Is SAM (and Flow)
Junyu Xie, Charig Yang, Weidi Xie +1
The objective of this paper is motion segmentation -- discovering and segmenting the moving objects in a video. This is a much studied area with numerous careful, and sometimes com…
Synchformer: Efficient Synchronization from Sparse Cues
Vladimir Iashin, Weidi Xie, Esa Rahtu +1
Our objective is audio-visual synchronization with a focus on 'in-the-wild' videos, such as those on YouTube, where synchronization cues can be sparse. Our contributions include a…