Abstract Video Temporal Grounding (VTG), which aims to ground target clips from videos
(such as consecutive intervals or disjoint shots) according to custom language queries (eg …

Recently, video moment retrieval and highlight detection (MR/HD) are being spotlighted as
the demand for video understanding is drastically increased. The key objective of MR/HD is …

Abstract Video Moment Retrieval (MR) and Highlight Detection (HD) have attracted
significant attention due to the growing demand for video analysis. Recent approaches treat …

Finding relevant moments and highlights in videos according to natural language queries is
a natural and highly valuable common need in the current video content explosion era …

In video highlight detection, the goal is to identify the interesting moments within an unedited
video. Although the audio component of the video provides important cues for highlight …

Video temporal grounding (VTG) is a fine-grained video understanding problem that aims to
ground relevant clips in untrimmed videos given natural language queries. Most existing …

Temporal Grounding is to identify specific moments or highlights from a video corresponding
to textual descriptions. Typical approaches in temporal grounding treat all video clips …

With the increasing demand for video understanding, video moment and highlight detection
(MHD) has emerged as a critical research topic. MHD aims to localize all moments and …

Video highlight detection can greatly simplify video browsing, potentially paving the way for
a wide range of applications. Existing efforts are mostly fully-supervised, requiring humans …

Video moment retrieval (MR) and highlight detection (HD) based on natural language
queries are two highly related tasks, which aim to obtain relevant moments within videos …