Unified Fully and Timestamp Supervised Temporal Action Segmentation via Sequence to Sequence Translation

1 September 2022

Juergen Gall

Papers citing "Unified Fully and Timestamp Supervised Temporal Action Segmentation via Sequence to Sequence Translation"

40 / 40 papers shown

Title
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 33 0 0 11 Apr 2025
Towards Generalizing Temporal Action Segmentation to Unseen Views Emad Bahrami Olga Zatsarynna Gianpiero Francesca Juergen Gall EgoV 38 0 0 03 Apr 2025
Chapter-Llama: Efficient Chaptering in Hour-Long Videos with LLMs Lucas Ventura Antoine Yang Cordelia Schmid Gül Varol 26 0 0 31 Mar 2025
Cost-Sensitive Learning for Long-Tailed Temporal Action Segmentation Zhanzhong Pang Fadime Sener Shrinivas Ramasubramanian Angela Yao 51 1 0 24 Mar 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 39 0 0 19 Mar 2025
End-to-End Action Segmentation Transformer Tieqiao Wang Sinisa Todorovic ViT 37 0 0 08 Mar 2025
Improving action segmentation via explicit similarity measurement Kamel Aouaidjia Wenhao Zhang Aofan Li Chongsheng Zhang 34 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 62 0 0 17 Dec 2024
Video LLMs for Temporal Reasoning in Long Videos Fawad Javed Fateh Umer Ahmed Hamza Khan M. Zia Quoc-Huy Tran VLM 77 0 0 04 Dec 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 43 0 0 08 Oct 2024
Faster Diffusion Action Segmentation Shuai Wang Shunli Wang Mingcheng Li Dingkang Yang Haopeng Kuang Ziyun Qian Lihua Zhang 21 0 0 04 Aug 2024
Robust Surgical Phase Recognition From Annotation Efficient Supervision Or Rubin S. Laufer 21 0 0 26 Jun 2024
Efficient Temporal Action Segmentation via Boundary-aware Query Voting Peiyao Wang Yuewei Lin Erik P. Blasch Jie Wei Haibin Ling 19 2 0 25 May 2024
Temporally Consistent Unbalanced Optimal Transport for Unsupervised Action Segmentation Ming Xu Stephen Gould OT 19 6 0 01 Apr 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 9 0 18 Feb 2024
Friends Across Time: Multi-Scale Action Segmentation Transformer for Surgical Phase Recognition Bokai Zhang Jiayuan Meng Bin Cheng Dean Biskup Svetlana Petculescu Angela Chapman ViT MedIm 8 0 0 22 Jan 2024
Depth Over RGB: Automatic Evaluation of Open Surgery Skills Using Depth Camera Ido Zuckerman Nicole Werner Jonathan Kouchly Emma Huston Shannon DiMarco Paul D Dimusto S. Laufer 26 2 0 18 Jan 2024
Collaborative Weakly Supervised Video Correlation Learning for Procedure-Aware Instructional Video Analysis Tianyao He Huabin Liu Yuxi Li Xiao Ma Cheng Zhong Yang Zhang Weiyao Lin 20 5 0 18 Dec 2023
A Decoupled Spatio-Temporal Framework for Skeleton-based Action Segmentation Yunheng Li Zhongyu Li Shanghua Gao Qilong Wang Qibin Hou Ming-Ming Cheng 43 3 0 10 Dec 2023
Activity Grammars for Temporal Action Segmentation Dayoung Gong Joonseok Lee Deunsol Jung Suha Kwak Minsu Cho 12 7 0 07 Dec 2023
CASR: Refining Action Segmentation via Marginalizing Frame-levle Causal Relationships Keqing Du Xinyu Yang Hang Chen CML 24 1 0 21 Nov 2023
Timestamp-supervised Wearable-based Activity Segmentation and Recognition with Contrastive Learning and Order-Preserving Optimal Transport Songpengcheng Xia Lei Chu Ling Pei Jiarui Yang Wenxian Yu Robert C. Qiu AI4TS 10 8 0 13 Oct 2023
End-to-End Streaming Video Temporal Action Segmentation with Reinforce Learning Jinrong Zhang Wu Wen Sheng-lan Liu Yunheng Li Qifeng Li Lin Feng 13 0 0 27 Sep 2023
VidChapters-7M: Video Chapters at Scale Antoine Yang Arsha Nagrani Ivan Laptev Josef Sivic Cordelia Schmid VGen 11 26 0 25 Sep 2023
Prompt-enhanced Hierarchical Transformer Elevating Cardiopulmonary Resuscitation Instruction via Temporal Action Segmentation Yang Liu Xiao-Yu Zhong Shiyao Zhai Zhicheng Du Zhenyuan Gao ... V. Pandey Sanyang Han Runming Wang Yuxing Han Peiwu Qin MedIm 17 4 0 31 Aug 2023
BIT: Bi-Level Temporal Modeling for Efficient Supervised Action Segmentation Zijia Lu Ehsan Elhamifar 33 2 0 28 Aug 2023
How Much Temporal Long-Term Context is Needed for Action Segmentation? Emad Bahrami Rad Gianpiero Francesca Juergen Gall ViT 6 24 0 22 Aug 2023
SF-TMN: SlowFast Temporal Modeling Network for Surgical Phase Recognition Bokai Zhang Mohammad Hasan Sarhan Bharti Goel Svetlana Petculescu A. Ghanem 19 8 0 15 Jun 2023
Permutation-Aware Action Segmentation via Unsupervised Frame-to-Segment Alignment Quoc-Huy Tran A. Mehmood Muhammad Ahmed Muhammad Naufil Ana Zafar Andrey Konin M. Zia ViT 13 10 0 31 May 2023
DIR-AS: Decoupling Individual Identification and Temporal Reasoning for Action Segmentation Peiyao Wang Haibin Ling 10 2 0 04 Apr 2023
Diffusion Action Segmentation Dao-jun Liu Qiyue Li A. Dinh Ting Jiang Mubarak Shah Chan Xu VGen DiffM 8 67 0 31 Mar 2023
Weakly Supervised Video Representation Learning with Unaligned Text for Sequential Videos Sixun Dong Huazhang Hu Dongze Lian Weixin Luo Yichen Qian Shenghua Gao ViT AI4TS 17 11 0 22 Mar 2023
Timestamp-Supervised Action Segmentation from the Perspective of Clustering Dazhao Du Enhan Li Lingyu Si Fanjiang Xu Fuchun Sun 13 4 0 22 Dec 2022
Temporal Action Segmentation: An Analysis of Modern Techniques Guodong Ding Fadime Sener Angela Yao 27 73 0 19 Oct 2022
Semantic2Graph: Graph-based Multi-modal Feature Fusion for Action Segmentation in Videos Jun-Bin Zhang Pei-Hsuan Tsai Meng-Hsun Tsai 19 20 0 13 Sep 2022
ASFormer: Transformer for Action Segmentation Fangqiu Yi Hongyu Wen Tingting Jiang ViT 69 168 0 16 Oct 2021
FIFA: Fast Inference Approximation for Action Segmentation Yaser Souri Yazan Abu Farha Fabien Despinoy Gianpiero Francesca Juergen Gall 24 21 0 09 Aug 2021
Is Space-Time Attention All You Need for Video Understanding? Gedas Bertasius Heng Wang Lorenzo Torresani ViT 278 1,939 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 81 72 0 04 Jan 2021