How Much Temporal Long-Term Context is Needed for Action Segmentation?

22 August 2023

Juergen Gall

Papers citing "How Much Temporal Long-Term Context is Needed for Action Segmentation?"

24 / 24 papers shown

Title
Towards Generalizing Temporal Action Segmentation to Unseen Views Emad Bahrami Olga Zatsarynna Gianpiero Francesca Juergen Gall EgoV 43 0 0 03 Apr 2025
Text-Derived Relational Graph-Enhanced Network for Skeleton-Based Action Segmentation Haoyu Ji Bowen Chen Weihong Ren Wenze Huang Zhihao Yang Zhiyong Wang Honghai Liu 49 0 0 19 Mar 2025
End-to-End Action Segmentation Transformer Tieqiao Wang Sinisa Todorovic ViT 39 0 0 08 Mar 2025
Improving action segmentation via explicit similarity measurement Kamel Aouaidjia Wenhao Zhang Aofan Li Chongsheng Zhang 44 0 0 15 Feb 2025
Hierarchical Vector Quantization for Unsupervised Action Segmentation Federico Spurio Emad Bahrami Gianpiero Francesca Juergen Gall 39 0 0 23 Dec 2024
2by2: Weakly-Supervised Learning for Global Action Segmentation Elena Bueno-Benito Mariella Dimiccoli 67 0 0 17 Dec 2024
OnlineTAS: An Online Baseline for Temporal Action Segmentation Qing Zhong Guodong Ding Angela Yao 35 2 0 02 Nov 2024
Language-Assisted Human Part Motion Learning for Skeleton-Based Temporal Action Segmentation Bowen Chen Haoyu Ji Zhiyong Wang Benjamin Filtjens C. Wang Weihong Ren Bart Vanrumste Honghai Liu 48 0 0 08 Oct 2024
Temporal2Seq: A Unified Framework for Temporal Video Understanding Tasks Min Yang Zichen Zhang Limin Wang AI4TS 39 0 0 27 Sep 2024
SPRMamba: Surgical Phase Recognition for Endoscopic Submucosal Dissection with Mamba Xiangning Zhang Jinnan Chen Qingwei Zhang Chengfeng Zhou Zhengjie Zhang XiaoBo Li Dahong Qian Mamba 32 0 0 18 Sep 2024
Faster Diffusion Action Segmentation Shuai Wang Shunli Wang Mingcheng Li Dingkang Yang Haopeng Kuang Ziyun Qian Lihua Zhang 34 0 0 04 Aug 2024
Gated Temporal Diffusion for Stochastic Long-Term Dense Anticipation Olga Zatsarynna Emad Bahrami Yazan Abu Farha Gianpiero Francesca Juergen Gall 40 1 0 16 Jul 2024
Efficient Temporal Action Segmentation via Boundary-aware Query Voting Peiyao Wang Yuewei Lin Erik P. Blasch Jie Wei Haibin Ling 34 2 0 25 May 2024
Efficient and Effective Weakly-Supervised Action Segmentation via Action-Transition-Aware Boundary Alignment Angchi Xu Wei-Shi Zheng 38 4 0 28 Mar 2024
SuPRA: Surgical Phase Recognition and Anticipation for Intra-Operative Planning Maxence Boels Yang Liu Prokar Dasgupta Alejandro Granados Sebastien Ourselin 35 1 0 10 Mar 2024
A Decoupled Spatio-Temporal Framework for Skeleton-based Action Segmentation Yunheng Li Zhongyu Li Shanghua Gao Qilong Wang Qibin Hou Ming-Ming Cheng 56 3 0 10 Dec 2023
Towards Weakly Supervised End-to-end Learning for Long-video Action Recognition Jiaming Zhou Hanjun Li Kun-Yu Lin Junwei Liang 23 1 0 28 Nov 2023
ASFormer: Transformer for Action Segmentation Fangqiu Yi Hongyu Wen Tingting Jiang ViT 76 172 0 16 Oct 2021
ActionCLIP: A New Paradigm for Video Action Recognition Mengmeng Wang Jiazheng Xing Yong Liu VLM 152 362 0 17 Sep 2021
FIFA: Fast Inference Approximation for Action Segmentation Yaser Souri Yazan Abu Farha Fabien Despinoy Gianpiero Francesca Juergen Gall 34 21 0 09 Aug 2021
VidTr: Video Transformer Without Convolutions Yanyi Zhang Xinyu Li Chunhui Liu Bing Shuai Yi Zhu Biagio Brattoli Hao Chen I. Marsic Joseph Tighe ViT 136 193 0 23 Apr 2021
Is Space-Time Attention All You Need for Video Understanding? Gedas Bertasius Heng Wang Lorenzo Torresani ViT 280 1,982 0 09 Feb 2021
Global2Local: Efficient Structure Search for Video Action Segmentation Shanghua Gao Qi Han Zhong-Yu Li Pai Peng Liang Wang Ming-Ming Cheng EgoV 86 73 0 04 Jan 2021
Big Bird: Transformers for Longer Sequences Manzil Zaheer Guru Guruganesh Kumar Avinava Dubey Joshua Ainslie Chris Alberti ... Philip Pham Anirudh Ravula Qifan Wang Li Yang Amr Ahmed VLM 280 2,015 0 28 Jul 2020