A survey on video moment localization

M Liu, L Nie, Y Wang, M Wang, Y Rui - ACM Computing Surveys, 2023 - dl.acm.org
Video moment localization, also known as video moment retrieval, aims to search a target
segment within a video described by a given natural language query. Beyond the task of …

Temporal sentence grounding in videos: A survey and future directions

H Zhang, A Sun, W Jing, JT Zhou - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Temporal sentence grounding in videos (TSGV), aka, natural language video localization
(NLVL) or video moment retrieval (VMR), aims to retrieve a temporal moment that …

Tubedetr: Spatio-temporal video grounding with transformers

A Yang, A Miech, J Sivic, I Laptev… - Proceedings of the …, 2022 - openaccess.thecvf.com
We consider the problem of localizing a spatio-temporal tube in a video corresponding to a
given text query. This is a challenging task that requires the joint and efficient modeling of …

Context-aware biaffine localizing network for temporal sentence grounding

D Liu, X Qu, J Dong, P Zhou, Y Cheng… - Proceedings of the …, 2021 - openaccess.thecvf.com
This paper addresses the problem of temporal sentence grounding (TSG), which aims to
identify the temporal boundary of a specific segment from an untrimmed video by a sentence …

Local-global video-text interactions for temporal grounding

J Mun, M Cho, B Han - … of the IEEE/CVF Conference on …, 2020 - openaccess.thecvf.com
This paper addresses the problem of text-to-video temporal grounding, which aims to
identify the time interval in a video semantically relevant to a text query. We tackle this …

Boundary proposal network for two-stage natural language video localization

S Xiao, L Chen, S Zhang, W Ji, J Shao, L Ye… - Proceedings of the AAAI …, 2021 - ojs.aaai.org
We aim to address the problem of Natural Language Video Localization (NLVL)—localizing
the video segment corresponding to a natural language description in a long and untrimmed …

Negative sample matters: A renaissance of metric learning for temporal grounding

Z Wang, L Wang, T Wu, T Li, G Wu - … of the AAAI Conference on Artificial …, 2022 - ojs.aaai.org
Temporal grounding aims to localize a video moment which is semantically aligned with a
given natural language query. Existing methods typically apply a detection or regression …

Mindstorms in natural language-based societies of mind

M Zhuge, H Liu, F Faccio, DR Ashley… - arXiv preprint arXiv …, 2023 - arxiv.org
Both Minsky's" society of mind" and Schmidhuber's" learning to think" inspire diverse
societies of large multimodal neural networks (NNs) that solve problems by interviewing …

Fast video moment retrieval

J Gao, C Xu - Proceedings of the IEEE/CVF International …, 2021 - openaccess.thecvf.com
This paper targets at fast video moment retrieval (fast VMR), aiming to localize the target
moment efficiently and accurately as queried by a given natural language sentence. We …

Semantic conditioned dynamic modulation for temporal sentence grounding in videos

Y Yuan, L Ma, J Wang, W Liu… - Advances in Neural …, 2019 - proceedings.neurips.cc
Temporal sentence grounding in videos aims to detect and localize one target video
segment, which semantically corresponds to a given sentence. Existing methods mainly …