Boundary-sensitive Pre-training for Temporal Localization in Videos

21 November 2020

Mengmeng Xu

Juan-Manuel Perez-Rua

Li Zhang

Papers citing "Boundary-sensitive Pre-training for Temporal Localization in Videos"

24 / 24 papers shown

Title
AutoTVG: A New Vision-language Pre-training Paradigm for Temporal Video Grounding Xing Zhang Jiaxi Gu Haoyu Zhao Shicong Wang Hang Xu Renjing Pei Songcen Xu Zuxuan Wu Yu-Gang Jiang 46 0 0 11 Jun 2024
Siamese Learning with Joint Alignment and Regression for Weakly-Supervised Video Paragraph Grounding Chaolei Tan Jian-Huang Lai Wei-Shi Zheng Jianfang Hu AI4TS 44 5 0 18 Mar 2024
Towards Weakly Supervised End-to-end Learning for Long-video Action Recognition Jiaming Zhou Hanjun Li Kun-Yu Lin Junwei Liang 26 1 0 28 Nov 2023
DiffTAD: Temporal Action Detection with Proposal Denoising Diffusion Sauradip Nag Xiatian Zhu Jiankang Deng Yi-Zhe Song Tao Xiang DiffM VGen 41 21 0 27 Mar 2023
What You Say Is What You Show: Visual Narration Detection in Instructional Videos Kumar Ashutosh Rohit Girdhar Lorenzo Torresani Kristen Grauman 24 4 0 05 Jan 2023
STEPs: Self-Supervised Key Step Extraction and Localization from Unlabeled Procedural Videos Anshul B. Shah Benjamin Lundell H. Sawhney Ramalingam Chellappa SSL 16 8 0 02 Jan 2023
Re^2TAL: Rewiring Pretrained Video Backbones for Reversible Temporal Action Localization Chen Zhao Shuming Liu K. Mangalam Guohao Li 38 17 0 25 Nov 2022
Soft-Landing Strategy for Alleviating the Task Discrepancy Problem in Temporal Action Localization Tasks Hyolim Kang Hanjung Kim Joungbin An Minsu Cho Seon Joo Kim 38 5 0 11 Nov 2022
Zero-Shot Temporal Action Detection via Vision-Language Prompting Sauradip Nag Xiatian Zhu Yi-Zhe Song Tao Xiang VLM 33 65 0 17 Jul 2022
ETAD: Training Action Detection End to End on a Laptop Shuming Liu Mengmeng Xu Chen Zhao Xu Zhao Guohao Li 44 6 0 14 May 2022
Contrastive Language-Action Pre-training for Temporal Localization Mengmeng Xu Erhan Gundogdu ⋆⋆ Maksim Guohao Li M. Donoser Loris Bazzani 38 27 0 26 Apr 2022
Frequency Selective Augmentation for Video Representation Learning Jinhyung Kim Taeoh Kim Minho Shim Dongyoon Han Dongyoon Wee Junmo Kim AI4TS 49 3 0 08 Apr 2022
An Empirical Study of End-to-End Temporal Action Detection Xiaolong Liu S. Bai Xiang Bai 27 58 0 06 Apr 2022
ActionFormer: Localizing Moments of Actions with Transformers Chen-Da Liu-Zhang Jianxin Wu Yin Li ViT 28 329 0 16 Feb 2022
Temporal Sentence Grounding in Videos: A Survey and Future Directions Hao Zhang Aixin Sun Wei Jing Qiufeng Wang 3DGS 36 38 0 20 Jan 2022
Boundary-aware Self-supervised Learning for Video Scene Segmentation Jonghwan Mun Minchul Shin Gunsoo Han Sangho Lee S. Ha Joonseok Lee Eun-Sol Kim SSL 46 20 0 14 Jan 2022
Deep Learning-based Action Detection in Untrimmed Videos: A Survey Elahe Vahdani Yingli Tian 46 60 0 30 Sep 2021
A Survey on Temporal Sentence Grounding in Videos Xiaohan Lan Yitian Yuan Xin Wang Zhi Wang Wenwu Zhu 30 47 0 16 Sep 2021
Low-Fidelity End-to-End Video Encoder Pre-training for Temporal Action Localization Mengmeng Xu Juan-Manuel Perez-Rua Xiatian Zhu Guohao Li Brais Martinez 15 27 0 28 Mar 2021
Video Self-Stitching Graph Network for Temporal Action Localization Chen Zhao Ali K. Thabet Guohao Li 26 138 0 30 Nov 2020
Self-supervised Co-training for Video Representation Learning Tengda Han Weidi Xie Andrew Zisserman SSL 215 309 0 19 Oct 2020
Video Representation Learning by Recognizing Temporal Transformations Simon Jenni Givi Meishvili Paolo Favaro 131 133 0 21 Jul 2020
Gaussian Temporal Awareness Networks for Action Localization Fuchen Long Ting Yao Zhaofan Qiu Xinmei Tian Jiebo Luo Tao Mei 148 319 0 09 Sep 2019
BSN: Boundary Sensitive Network for Temporal Action Proposal Generation Tianwei Lin Xu Zhao Haisheng Su Chongjing Wang Ming Yang 139 700 0 08 Jun 2018