Video-language pre-training (VLP) has become increasingly important due to its ability to
generalize to various vision and language tasks. However, existing egocentric VLP …

The exponential growth of technology has resulted in a profusion of advanced imaging
devices and eases internet accessibility, leading to an increase in the creation and use of …

Video summarization technologies aim to create a concise and complete synopsis by
selecting the most informative parts of the video content. Several approaches have been …

We consider the problem of video summarization. Given an input raw video, the goal is to
select a small subset of key frames from the input video to create a shorter summary video …

In this paper, we investigate video summarization in the supervised setting. Since video
summarization is subjective to the preference of the end-user, the design of a unique model …

When video collections become huge, how to explore both within and across videos
efficiently is challenging. Video summarization is one of the ways to tackle this issue …

This paper addresses the task of query-focused video summarization, which takes user
queries and long videos as inputs and generates query-focused video summaries …

The target of automatic video summarization is to create a short skim of the original long
video while preserving the major content/events. There is a growing interest in the …

Previous approaches for video summarization mainly concentrate on finding the most
diverse and representative visual contents as video summary without considering the user's …

Recently, there is an increasing interest in highlight detection research where the goal is to
create a short duration video from a longer video by extracting its interesting moments …