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 39 0 0 19 Mar 2025
Improving action segmentation via explicit similarity measurement Kamel Aouaidjia Wenhao Zhang Aofan Li Chongsheng Zhang 36 0 0 15 Feb 2025
Seismic Phase Picking Yuchen Wang Ruihuan Wang 23 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 19 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 18 2 0 19 Jul 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
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
Interventional Contrastive Learning with Meta Semantic Regularizer Wenwen Qiang Jiangmeng Li Changwen Zheng Bing-Huang Su Hui Xiong 13 22 0 29 Jun 2022
ASFormer: Transformer for Action Segmentation Fangqiu Yi Hongyu Wen Tingting Jiang ViT 69 168 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 81 72 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 161 3,799 0 14 Dec 2020