TSP: Temporally-Sensitive Pretraining of Video Encoders for Localization Tasks

23 November 2020

Papers citing "TSP: Temporally-Sensitive Pretraining of Video Encoders for Localization Tasks"

50 / 67 papers shown

Title
DiGIT: Multi-Dilated Gated Encoder and Central-Adjacent Region Integrated Decoder for Temporal Action Detection Transformer Ho-Joong Kim Y. E. Lee Jung-Ho Hong Seong-Whan Lee 33 0 0 09 May 2025
Precise Event Spotting in Sports Videos: Solving Long-Range Dependency and Class Imbalance Sanchayan Santra Vishal M. Chudasama Pankaj Wasnik Vineeth N. Balasubramanian AI4TS 32 0 0 28 Feb 2025
OpenTAD: A Unified Framework and Comprehensive Study of Temporal Action Detection Shuming Liu Chen Zhao Fatimah Zohra Mattia Soldan Alejandro Pardo ... Juan Carlos León Alcázar A. Cioppa Silvio Giancola Carlos Hinojosa Bernard Ghanem 57 3 0 27 Feb 2025
Perception Test 2024: Challenge Summary and a Novel Hour-Long VideoQA Benchmark Joseph Heyward João Carreira Dima Damen Andrew Zisserman Viorica Patraucean 72 2 0 29 Nov 2024
Introducing Gating and Context into Temporal Action Detection Aglind Reka Diana Laura Borza Dominick Reilly Michal Balazia Francois Bremond 20 0 0 06 Sep 2024
Harnessing Temporal Causality for Advanced Temporal Action Detection Shuming Liu Lin Sui Chen-Da Liu-Zhang Fangzhou Mu Chen Zhao Bernard Ghanem CML 35 2 0 25 Jul 2024
DyFADet: Dynamic Feature Aggregation for Temporal Action Detection Le Yang Ziwei Zheng Yizeng Han Hao-Ran Cheng Shiji Song Gao Huang Fan Li 51 8 0 03 Jul 2024
Live Video Captioning Eduardo Blanco-Fernández Carlos Gutiérrez-Álvarez Nadia Nasri Saturnino Maldonado-Bascón Roberto J. López-Sastre 29 0 0 20 Jun 2024
OphNet: A Large-Scale Video Benchmark for Ophthalmic Surgical Workflow Understanding Ming Hu Peng Xia Lin Wang Siyuan Yan Feilong Tang ... Xuelian Cheng Jun Cheng Chi Liu Kaijing Zhou Zongyuan Ge 33 17 0 11 Jun 2024
Unifying Global and Local Scene Entities Modelling for Precise Action Spotting Kim Hoang Tran Phuc Vuong Do Ngoc Quoc Ly Ngan Le 34 4 0 15 Apr 2024
UniMD: Towards Unifying Moment Retrieval and Temporal Action Detection Yingsen Zeng Yujie Zhong Chengjian Feng Lin Ma 53 7 0 07 Apr 2024
TE-TAD: Towards Full End-to-End Temporal Action Detection via Time-Aligned Coordinate Expression Ho-Joong Kim Jung-Ho Hong Heejo Kong Seong-Whan Lee 44 5 0 03 Apr 2024
LoSA: Long-Short-range Adapter for Scaling End-to-End Temporal Action Localization Akshita Gupta Gaurav Mittal Ahmed Magooda Ye Yu Graham W. Taylor Mei Chen 44 2 0 01 Apr 2024
Benchmarking the Robustness of Temporal Action Detection Models Against Temporal Corruptions Runhao Zeng Xiaoyong Chen Jiaming Liang Huisi Wu Guangzhong Cao Yong Guo AAML 32 3 0 29 Mar 2024
BID: Boundary-Interior Decoding for Unsupervised Temporal Action Localization Pre-Trainin Qihang Fang Chengcheng Tang Shugao Ma Yanchao Yang 37 1 0 12 Mar 2024
Momentor: Advancing Video Large Language Model with Fine-Grained Temporal Reasoning Long Qian Juncheng Billy Li Yu-hao Wu Yaobo Ye Hao Fei Tat-Seng Chua Yueting Zhuang Siliang Tang MLLM LRM 60 47 0 18 Feb 2024
Perception Test 2023: A Summary of the First Challenge And Outcome Joseph Heyward João Carreira Dima Damen Andrew Zisserman Viorica Patraucean 14 0 0 20 Dec 2023
Towards Weakly Supervised End-to-end Learning for Long-video Action Recognition Jiaming Zhou Hanjun Li Kun-Yu Lin Junwei Liang 21 1 0 28 Nov 2023
ZEETAD: Adapting Pretrained Vision-Language Model for Zero-Shot End-to-End Temporal Action Detection Thinh Phan Khoa T. Vo Duy Le Gianfranco Doretto Don Adjeroh Ngan Le VLM 21 9 0 01 Nov 2023
Boundary Discretization and Reliable Classification Network for Temporal Action Detection Zhenying Fang Jun Yu Richang Hong 11 0 0 10 Oct 2023
Multi-Resolution Audio-Visual Feature Fusion for Temporal Action Localization Edward Fish Jon Weinbren Andrew Gilbert 31 0 0 05 Oct 2023
Revisiting Kernel Temporal Segmentation as an Adaptive Tokenizer for Long-form Video Understanding Mohamed Afham Satya Narayan Shukla Omid Poursaeed Pengchuan Zhang Ashish Shah Sernam Lim VLM 24 2 0 20 Sep 2023
Benchmarking Data Efficiency and Computational Efficiency of Temporal Action Localization Models Jan Warchocki Teodor Oprescu Yunhan Wang Alexandru Damacus Paul Misterka Robert-Jan Bruintjes A. Lengyel Ombretta Strafforello J. C. V. Gemert 13 2 0 24 Aug 2023
UnLoc: A Unified Framework for Video Localization Tasks Shengjia Yan Xuehan Xiong Arsha Nagrani Anurag Arnab Zhonghao Wang Weina Ge David A. Ross Cordelia Schmid 19 53 0 21 Aug 2023
UniVTG: Towards Unified Video-Language Temporal Grounding Kevin Qinghong Lin Pengchuan Zhang Joya Chen Shraman Pramanick Difei Gao Alex Jinpeng Wang Rui Yan Mike Zheng Shou 13 111 0 31 Jul 2023
VideoGLUE: Video General Understanding Evaluation of Foundation Models Liangzhe Yuan N. B. Gundavarapu Long Zhao Hao Zhou Yin Cui ... Florian Schroff Hartwig Adam Ming Yang Ting Liu Boqing Gong ELM 32 9 0 06 Jul 2023
Perception Test: A Diagnostic Benchmark for Multimodal Video Models Viorica Puatruaucean Lucas Smaira Ankush Gupta Adrià Recasens Continente L. Markeeva ... Y. Aytar Simon Osindero Dima Damen Andrew Zisserman João Carreira VLM 130 139 0 23 May 2023
Structured Video-Language Modeling with Temporal Grouping and Spatial Grounding Yuanhao Xiong Long Zhao Boqing Gong Ming-Hsuan Yang Florian Schroff Ting Liu Cho-Jui Hsieh Liangzhe Yuan VLM 19 0 0 28 Mar 2023
DiffTAD: Temporal Action Detection with Proposal Denoising Diffusion Sauradip Nag Xiatian Zhu Jiankang Deng Yi-Zhe Song Tao Xiang DiffM VGen 25 21 0 27 Mar 2023
TemporalMaxer: Maximize Temporal Context with only Max Pooling for Temporal Action Localization Tuan N. Tang Kwonyoung Kim K. Sohn 16 29 0 16 Mar 2023
TriDet: Temporal Action Detection with Relative Boundary Modeling Ding Shi Yujie Zhong Qiong Cao Lin Ma Jia Li Dacheng Tao ViT 20 126 0 13 Mar 2023
Temporal Perceiving Video-Language Pre-training Fan Ma Xiaojie Jin Heng Wang Jingjia Huang Linchao Zhu Jiashi Feng Yi Yang VLM 13 15 0 18 Jan 2023
Open-Vocabulary Temporal Action Detection with Off-the-Shelf Image-Text Features V. Rathod Bryan Seybold Sudheendra Vijayanarasimhan Austin Myers Xiuye Gu Vighnesh Birodkar David A. Ross VLM ObjD 13 7 0 20 Dec 2022
Distilling Vision-Language Pre-training to Collaborate with Weakly-Supervised Temporal Action Localization Chen Ju Kunhao Zheng Jinxian Liu Peisen Zhao Ya-Qin Zhang Jianlong Chang Yanfeng Wang Qi Tian 13 11 0 19 Dec 2022
InternVideo: General Video Foundation Models via Generative and Discriminative Learning Yi Wang Kunchang Li Yizhuo Li Yinan He Bingkun Huang ... Junting Pan Jiashuo Yu Yali Wang Limin Wang Yu Qiao VLM VGen 38 309 0 06 Dec 2022
Re^2TAL: Rewiring Pretrained Video Backbones for Reversible Temporal Action Localization Chen Zhao Shuming Liu K. Mangalam Bernard Ghanem 16 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 12 5 0 11 Nov 2022
Refining Action Boundaries for One-stage Detection Hanyuan Wang Majid Mirmehdi Dima Damen Toby Perrett ObjD 22 1 0 25 Oct 2022
RALACs: Action Recognition in Autonomous Vehicles using Interaction Encoding and Optical Flow Eddy Zhou Alex Zhuang Alikasim Budhwani Owen Leather Rowan Dempster Quanquan Li Mohammad K. Al-Sharman Derek Rayside W. Melek 19 0 0 28 Sep 2022
Streaming Video Temporal Action Segmentation In Real Time Wu Wen Yunheng Li Zhuben Dong Lin Feng Wanxiao Yang Shenlan Liu 19 3 0 28 Sep 2022
Adaptive Perception Transformer for Temporal Action Localization Yizheng Ouyang Tianjin Zhang Weibo Gu Hongfa Wang 21 3 0 25 Aug 2022
SAVCHOI: Detecting Suspicious Activities using Dense Video Captioning with Human Object Interactions Ansh Mittal Shuvam Ghosal Rishibha Bansal 33 3 0 24 Jul 2022
LocVTP: Video-Text Pre-training for Temporal Localization Meng Cao Tianyu Yang Junwu Weng Can Zhang Jue Wang Yuexian Zou 8 64 0 21 Jul 2022
Spotting Temporally Precise, Fine-Grained Events in Video James Hong Haotian Zhang Michael Gharbi Matthew Fisher Kayvon Fatahalian 17 36 0 20 Jul 2022
Context-aware Proposal Network for Temporal Action Detection Xiang Wang H. Zhang Shiwei Zhang Changxin Gao Yuanjie Shao Nong Sang 9 2 0 18 Jun 2022
ETAD: Training Action Detection End to End on a Laptop Shuming Liu Mengmeng Xu Chen Zhao Xu Zhao Bernard Ghanem 44 6 0 14 May 2022
Contrastive Language-Action Pre-training for Temporal Localization Mengmeng Xu Erhan Gundogdu ⋆⋆ Maksim Bernard Ghanem M. Donoser Loris Bazzani 17 27 0 26 Apr 2022
Estimation of Reliable Proposal Quality for Temporal Action Detection Junshan Hu Chaoxu Guo Liansheng Zhuang Biao Wang T. Ge Yuning Jiang Houqiang Li 13 4 0 25 Apr 2022
An Empirical Study of End-to-End Temporal Action Detection Xiaolong Liu S. Bai Xiang Bai 19 58 0 06 Apr 2022
LocATe: End-to-end Localization of Actions in 3D with Transformers Jiankai Sun Bolei Zhou Michael J. Black Arjun Chandrasekaran 51 8 0 21 Mar 2022