Rethinking the Faster R-CNN Architecture for Temporal Action Localization

20 April 2018

Yu-Wei Chao

Sudheendra Vijayanarasimhan

Papers citing "Rethinking the Faster R-CNN Architecture for Temporal Action Localization"

50 / 101 papers shown

Title
Multi-Stage Boundary-Aware Transformer Network for Action Segmentation in Untrimmed Surgical Videos Rezowan Shuvo M S Mekala Eyad Elyan MedIm 131 0 0 26 Apr 2025
F $^3$ Set: Towards Analyzing Fast, Frequent, and Fine-grained Events from Videos Zhaoyu Liu Kan Jiang Murong Ma Zhé Hóu Yun Lin J. Dong 37 0 0 11 Apr 2025
Rethinking Pseudo-Label Guided Learning for Weakly Supervised Temporal Action Localization from the Perspective of Noise Correction Quan Zhang Yuxin Qi Xi Tang Rui Yuan Xi Lin Kaipeng Zhang Chun Yuan NoLa 81 1 0 19 Jan 2025
Zero-shot Action Localization via the Confidence of Large Vision-Language Models Josiah Aklilu Xiaohan Wang Serena Yeung-Levy 57 1 0 18 Oct 2024
Open-Vocabulary Temporal Action Localization using Multimodal Guidance Akshita Gupta Aditya Arora Sanath Narayan Salman Khan F. Khan Graham W. Taylor 38 3 0 21 Jun 2024
An Effective-Efficient Approach for Dense Multi-Label Action Detection Faegheh Sardari Armin Mustafa Philip J. B. Jackson Adrian Hilton 37 0 0 10 Jun 2024
Density-Guided Label Smoothing for Temporal Localization of Driving Actions Tunç Alkanat Erkut Akdag Egor Bondarev Peter H. N. de With 38 4 0 11 Mar 2024
SADA: Semantic adversarial unsupervised domain adaptation for Temporal Action Localization David Pujol-Perich Albert Clapés Sergio Escalera 34 0 0 20 Dec 2023
Boundary Discretization and Reliable Classification Network for Temporal Action Detection Zhenying Fang Jun Yu Richang Hong 26 0 0 10 Oct 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 31 53 0 21 Aug 2023
Video-Specific Query-Key Attention Modeling for Weakly-Supervised Temporal Action Localization Xijun Wang Aggelos K. Katsaggelos 34 0 0 07 May 2023
DOAD: Decoupled One Stage Action Detection Network Shuning Chang Pichao Wang Fan Wang Jiashi Feng Mike Zheng Show 20 4 0 01 Apr 2023
Decomposed Cross-modal Distillation for RGB-based Temporal Action Detection Pilhyeon Lee Taeoh Kim Minho Shim Dongyoon Wee H. Byun 30 11 0 30 Mar 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
Multi-modal Prompting for Low-Shot Temporal Action Localization Chen Ju Zeqian Li Peisen Zhao Ya-Qin Zhang Xiaopeng Zhang Qi Tian Yanfeng Wang Weidi Xie 36 18 0 21 Mar 2023
Temporal Perceiving Video-Language Pre-training Fan Ma Xiaojie Jin Heng Wang Jingjia Huang Linchao Zhu Jiashi Feng Yi Yang VLM 29 15 0 18 Jan 2023
Re^2TAL: Rewiring Pretrained Video Backbones for Reversible Temporal Action Localization Chen Zhao Shuming Liu K. Mangalam Guohao Li 33 17 0 25 Nov 2022
Slow Motion Matters: A Slow Motion Enhanced Network for Weakly Supervised Temporal Action Localization Weiqi Sun Rui Su Qian Yu Dong Xu 29 20 0 21 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 32 5 0 11 Nov 2022
Prior-enhanced Temporal Action Localization using Subject-aware Spatial Attention Yifan Liu Youbao Tang Ning Zhang Ruei-Sung Lin Haoqian Wang 44 0 0 10 Nov 2022
Dynamic loss balancing and sequential enhancement for road-safety assessment and traffic scene classification Marin Kavcan Marko Sevrovic Sinivsa vSegvić 19 1 0 08 Nov 2022
SimOn: A Simple Framework for Online Temporal Action Localization Tuan N. Tang Jungin Park Kwonyoung Kim Kwanghoon Sohn 25 3 0 08 Nov 2022
Impact of annotation modality on label quality and model performance in the automatic assessment of laughter in-the-wild Jose Vargas-Quiros Laura Cabrera-Quiros Catharine Oertel Hayley Hung 19 5 0 02 Nov 2022
Motion Aware Self-Supervision for Generic Event Boundary Detection Ayush K. Rai Tarun Krishna J. Dietlmeier Kevin McGuinness Alan F. Smeaton Noel E. O'Connor 26 2 0 11 Oct 2022
AOE-Net: Entities Interactions Modeling with Adaptive Attention Mechanism for Temporal Action Proposals Generation Khoa T. Vo Sang Truong Kashu Yamazaki Bhiksha Raj Minh-Triet Tran Ngan Le 80 26 0 05 Oct 2022
Active Learning with Effective Scoring Functions for Semi-Supervised Temporal Action Localization Ding Li Xuebing Yang Yongqiang Tang Chenyang Zhang Wensheng Zhang 31 4 0 31 Aug 2022
Dilated Context Integrated Network with Cross-Modal Consensus for Temporal Emotion Localization in Videos Juncheng Billy Li Junlin Xie Linchao Zhu Long Qian Siliang Tang ... Haochen Shi Shengyu Zhang Longhui Wei Qi Tian Yueting Zhuang 34 12 0 03 Aug 2022
HTNet: Anchor-free Temporal Action Localization with Hierarchical Transformers Tae-Kyung Kang Gun-Hee Lee Seong-Whan Lee 23 10 0 20 Jul 2022
ReAct: Temporal Action Detection with Relational Queries Ding Shi Yujie Zhong Qiong Cao Jing Zhang Lin Ma Jia Li Dacheng Tao ViT 28 68 0 14 Jul 2022
Large-scale Robustness Analysis of Video Action Recognition Models Madeline Chantry Schiappa Naman Biyani Prudvi Kamtam Shruti Vyas Hamid Palangi Vibhav Vineet Y. S. Rawat AAML 34 24 0 04 Jul 2022
Timestamp-Supervised Action Segmentation with Graph Convolutional Networks Hamza Khan S. Haresh Awais Ahmed Shakeeb Siddiqui Andrey Konin Mohammad Zeeshan Quoc-Huy Tran 19 22 0 30 Jun 2022
Learning to Refactor Action and Co-occurrence Features for Temporal Action Localization Kun Xia Le Wang Sanping Zhou Nanning Zheng Wei Tang 31 36 0 23 Jun 2022
Weakly-Supervised Temporal Action Localization by Progressive Complementary Learning Jiachen Du Jialuo Feng Kun-Yu Lin Fa-Ting Hong Xiao-Ming Wu Zhongang Qi Ying Shan Weihao Zheng 37 5 0 22 Jun 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
BasicTAD: an Astounding RGB-Only Baseline for Temporal Action Detection Mingdong Yang Guo Chen Yin-Dong Zheng Tong Lu Limin Wang 36 45 0 05 May 2022
An Empirical Study of End-to-End Temporal Action Detection Xiaolong Liu S. Bai Xiang Bai 21 58 0 06 Apr 2022
TALLFormer: Temporal Action Localization with a Long-memory Transformer Feng Cheng Gedas Bertasius ViT 29 91 0 04 Apr 2022
Fine-grained Temporal Contrastive Learning for Weakly-supervised Temporal Action Localization Junyu Gao Mengyuan Chen Changsheng Xu 14 66 0 31 Mar 2022
ASM-Loc: Action-aware Segment Modeling for Weakly-Supervised Temporal Action Localization Bo He Xitong Yang Le Kang Zhiyu Cheng Xingfa Zhou Abhinav Shrivastava 33 77 0 29 Mar 2022
RCL: Recurrent Continuous Localization for Temporal Action Detection Qiang Wang Yanhao Zhang Yun Zheng Pan Pan ObjD 26 38 0 14 Mar 2022
OpenTAL: Towards Open Set Temporal Action Localization Wentao Bao Qi Yu Yu Kong EDL 30 26 0 10 Mar 2022
Exploring Optical-Flow-Guided Motion and Detection-Based Appearance for Temporal Sentence Grounding Daizong Liu Xiang Fang Wei Hu Pan Zhou 17 37 0 06 Mar 2022
Weakly Supervised Temporal Action Localization via Representative Snippet Knowledge Propagation Linjiang Huang Liang Wang Hongsheng Li AI4TS 13 66 0 06 Mar 2022
Colar: Effective and Efficient Online Action Detection by Consulting Exemplars Le Yang Junwei Han Dingwen Zhang 21 35 0 02 Mar 2022
Temporal Perceiver: A General Architecture for Arbitrary Boundary Detection Jing Tan Yuhong Wang Gangshan Wu Limin Wang 43 14 0 01 Mar 2022
SVIP: Sequence VerIfication for Procedures in Videos Yichen Qian Weixin Luo Dongze Lian Xu Tang P. Zhao Shenghua Gao ViT 29 17 0 13 Dec 2021
DCAN: Improving Temporal Action Detection via Dual Context Aggregation Guo Chen Yin-Dong Zheng Limin Wang Tong Lu AI4TS 27 70 0 07 Dec 2021
AEI: Actors-Environment Interaction with Adaptive Attention for Temporal Action Proposals Generation Khoa T. Vo Kevin Hyekang Joo Kashu Yamazaki Sang Truong Kris M. Kitani Minh-Triet Tran Ngan Le EgoV 56 17 0 21 Oct 2021
ASFormer: Transformer for Action Segmentation Fangqiu Yi Hongyu Wen Tingting Jiang ViT 76 172 0 16 Oct 2021
Object-Region Video Transformers Roei Herzig Elad Ben-Avraham K. Mangalam Amir Bar Gal Chechik Anna Rohrbach Trevor Darrell Amir Globerson ViT 30 82 0 13 Oct 2021