ActionFormer: Localizing Moments of Actions with Transformers

16 February 2022

Yin Li

Papers citing "ActionFormer: Localizing Moments of Actions with Transformers"

50 / 68 papers shown

Title
SkillFormer: Unified Multi-View Video Understanding for Proficiency Estimation Edoardo Bianchi Antonio Liotta 29 0 0 13 May 2025
Object-Shot Enhanced Grounding Network for Egocentric Video Yisen Feng Haoyu Zhang Meng Liu Weili Guan Liqiang Nie 41 0 0 07 May 2025
Reducing Annotation Burden in Physical Activity Research Using Vision-Language Models Abram Schonfeldt Benjamin Maylor Xiaofang Chen Ronald Clark Aiden Doherty 68 0 0 06 May 2025
Empowering Agentic Video Analytics Systems with Video Language Models Yuxuan Yan Shiqi Jiang Ting Cao Xuming Hu Qianqian Yang Yuanchao Shu Y. Yang Lili Qiu VLM 70 0 0 01 May 2025
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
Chain-of-Thought Textual Reasoning for Few-shot Temporal Action Localization Hongwei Ji Wulian Yun Mengshi Qi Huadong Ma LRM 159 0 0 18 Apr 2025
Chain-of-Modality: Learning Manipulation Programs from Multimodal Human Videos with Vision-Language-Models Chen Wang Fei Xia Wenhao Yu Tingnan Zhang Ruohan Zhang Ce Liu Li Fei-Fei Jie Tan Jacky Liang 33 0 0 17 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
Modeling Multiple Normal Action Representations for Error Detection in Procedural Tasks Wei-Jin Huang Yuan-Ming Li Zhi-Wei Xia Yu-Ming Tang Kun-Yu Lin Jian-Fang Hu Wei-Shi Zheng 47 0 0 28 Mar 2025
End-to-End Action Segmentation Transformer Tieqiao Wang Sinisa Todorovic ViT 39 0 0 08 Mar 2025
SurgPLAN++: Universal Surgical Phase Localization Network for Online and Offline Inference Zhen Chen Xingjian Luo Jinlin Wu Long Bai Zhen Lei Hongliang Ren Sebastien Ourselin Hongbin Liu 61 0 0 17 Feb 2025
Do Language Models Understand Time? Xi Ding Lei Wang 178 0 0 18 Dec 2024
Training Strategies for Isolated Sign Language Recognition Karina Kvanchiani Roman Kraynov Elizaveta Petrova Petr Surovcev Aleksandr Nagaev A. Kapitanov 76 1 0 16 Dec 2024
TimeRefine: Temporal Grounding with Time Refining Video LLM Xizi Wang Feng Cheng Ziyang Wang Huiyu Wang Md. Mohaiminul Islam Lorenzo Torresani Joey Tianyi Zhou Gedas Bertasius David J. Crandall 109 1 0 12 Dec 2024
DiMoDif: Discourse Modality-information Differentiation for Audio-visual Deepfake Detection and Localization C. Koutlis Symeon Papadopoulos 58 2 0 15 Nov 2024
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
Locality-aware Cross-modal Correspondence Learning for Dense Audio-Visual Events Localization Ling Xing Hongyu Qu Rui Yan Xiangbo Shu Jinhui Tang 45 1 0 12 Sep 2024
Introducing Gating and Context into Temporal Action Detection Aglind Reka Diana Laura Borza Dominick Reilly Michal Balazia Francois Bremond 23 0 0 06 Sep 2024
Self-Supervised Contrastive Learning for Videos using Differentiable Local Alignment Keyne Oei Amr Gomaa Anna Maria Feit João Belo 28 0 0 06 Sep 2024
ActionSwitch: Class-agnostic Detection of Simultaneous Actions in Streaming Videos Hyolim Kang Jeongseok Hyun Joungbin An Youngjae Yu Seon Joo Kim 38 0 0 17 Jul 2024
MMAD: Multi-label Micro-Action Detection in Videos Kun Li Pengyu Liu Pengyu Liu Guoliang Chen Zhiliang Wu Hehe Fan Meng Wang 42 7 0 07 Jul 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
MALT: Multi-scale Action Learning Transformer for Online Action Detection Zhipeng Yang Ruoyu Wang Yang Tan Liping Xie OffRL 43 1 0 31 May 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 39 3 0 29 Mar 2024
PLOT-TAL -- Prompt Learning with Optimal Transport for Few-Shot Temporal Action Localization Edward Fish Jon Weinbren Andrew Gilbert 42 1 0 27 Mar 2024
SADA: Semantic adversarial unsupervised domain adaptation for Temporal Action Localization David Pujol-Perich Albert Clapés Sergio Escalera 31 0 0 20 Dec 2023
Enhancing Single-Frame Supervision for Better Temporal Action Localization Changjian Chen Jiashu Chen Weikai Yang Haoze Wang Johannes Knittel Xibin Zhao Steffen Koch Thomas Ertl Shixia Liu 26 3 0 08 Dec 2023
Low-power, Continuous Remote Behavioral Localization with Event Cameras Friedhelm Hamann Suman Ghosh Ignacio Juarez Martinez Tom Hart Alex Kacelnik Guillermo Gallego 24 7 0 06 Dec 2023
End-to-End Temporal Action Detection with 1B Parameters Across 1000 Frames Shuming Liu Chen-Da Liu-Zhang Chen Zhao Bernard Ghanem 33 25 0 28 Nov 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
MGMAE: Motion Guided Masking for Video Masked Autoencoding Bingkun Huang Zhiyu Zhao Guozhen Zhang Yu Qiao Limin Wang 39 30 0 21 Aug 2023
NMS Threshold matters for Ego4D Moment Queries -- 2nd place solution to the Ego4D Moment Queries Challenge 2023 Lin Sui Fangzhou Mu Yin Li 22 3 0 05 Jul 2023
Deep Neural Networks in Video Human Action Recognition: A Review Zihan Wang Yang Yang Zhi Liu Y. Zheng 53 4 0 25 May 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
TemporalMaxer: Maximize Temporal Context with only Max Pooling for Temporal Action Localization Tuan N. Tang Kwonyoung Kim K. Sohn 18 29 0 16 Mar 2023
Co-Occurrence Matters: Learning Action Relation for Temporal Action Localization Congqi Cao Yizhe Wang Yuelie Lu X. Zhang Yanning Zhang 33 4 0 15 Mar 2023
Vid2Seq: Large-Scale Pretraining of a Visual Language Model for Dense Video Captioning Antoine Yang Arsha Nagrani Paul Hongsuck Seo Antoine Miech Jordi Pont-Tuset Ivan Laptev Josef Sivic Cordelia Schmid AI4TS VLM 36 220 0 27 Feb 2023
MINOTAUR: Multi-task Video Grounding From Multimodal Queries Raghav Goyal E. Mavroudi Xitong Yang Sainbayar Sukhbaatar Leonid Sigal Matt Feiszli Lorenzo Torresani Du Tran 23 7 0 16 Feb 2023
Epic-Sounds: A Large-scale Dataset of Actions That Sound Jaesung Huh Jacob Chalk Evangelos Kazakos Dima Damen Andrew Zisserman EgoV 18 41 0 01 Feb 2023
HierVL: Learning Hierarchical Video-Language Embeddings Kumar Ashutosh Rohit Girdhar Lorenzo Torresani Kristen Grauman VLM AI4TS 22 51 0 05 Jan 2023
Ego-Only: Egocentric Action Detection without Exocentric Transferring Huiyu Wang Mitesh Singh Lorenzo Torresani EgoV 72 23 0 03 Jan 2023
Skeletal Video Anomaly Detection using Deep Learning: Survey, Challenges and Future Directions Pratik K. Mishra Alex Mihailidis Shehroz S. Khan 28 17 0 31 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 52 309 0 06 Dec 2022
Re^2TAL: Rewiring Pretrained Video Backbones for Reversible Temporal Action Localization Chen Zhao Shuming Liu K. Mangalam Bernard Ghanem 33 17 0 25 Nov 2022
Data Augmentation Vision Transformer for Fine-grained Image Classification Chao Hu Liqiang Zhu Weibin Qiu Weijie Wu ViT 38 3 0 23 Nov 2022
UniFormerV2: Spatiotemporal Learning by Arming Image ViTs with Video UniFormer Kunchang Li Yali Wang Yinan He Yizhuo Li Yi Wang Limin Wang Yu Qiao ViT 30 106 0 17 Nov 2022
Where a Strong Backbone Meets Strong Features -- ActionFormer for Ego4D Moment Queries Challenge Fangzhou Mu Sicheng Mo Gillian Wang Yin Li 27 3 0 16 Nov 2022