Do we really need temporal convolutions in action segmentation?

Do we really need temporal convolutions in action segmentation?

26 May 2022

Yu Li

Ying Shan

Papers citing "Do we really need temporal convolutions in action segmentation?"

11 / 11 papers shown

Title
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
Improving action segmentation via explicit similarity measurement Kamel Aouaidjia Wenhao Zhang Aofan Li Chongsheng Zhang 44 0 0 15 Feb 2025
Seismic Phase Picking Yuchen Wang Ruihuan Wang 28 0 0 21 Oct 2024
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 33 4 0 31 Aug 2023
TUNeS: A Temporal U-Net with Self-Attention for Video-based Surgical Phase Recognition Isabel Funke Dominik Rivoir Stefanie Krell Stefanie Speidel 31 3 0 19 Jul 2023
Diffusion Action Segmentation Dao-jun Liu Qiyue Li A. Dinh Ting Jiang Mubarak Shah Chan Xu VGen DiffM 21 68 0 31 Mar 2023
Timestamp-Supervised Action Segmentation from the Perspective of Clustering Dazhao Du Enhan Li Hui Xiong Fanjiang Xu Gang Hua 21 4 0 22 Dec 2022
Interventional Contrastive Learning with Meta Semantic Regularizer Jingyao Wang Jiangmeng Li Changwen Zheng Bing-Huang Su Hui Xiong 18 23 0 29 Jun 2022
ASFormer: Transformer for Action Segmentation Fangqiu Yi Hongyu Wen Tingting Jiang ViT 79 172 0 16 Oct 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
Informer: Beyond Efficient Transformer for Long Sequence Time-Series Forecasting Haoyi Zhou Shanghang Zhang J. Peng Shuai Zhang Jianxin Li Hui Xiong Wan Zhang AI4TS 169 3,885 0 14 Dec 2020