Skeleton-DML: Deep Metric Learning for Skeleton-Based One-Shot Action
Recognition

Skeleton-DML: Deep Metric Learning for Skeleton-Based One-Shot Action Recognition

26 December 2020

Raphael Memmesheimer

Dietrich Paulus

Papers citing "Skeleton-DML: Deep Metric Learning for Skeleton-Based One-Shot Action Recognition"

13 / 13 papers shown

Title
SkeletonX: Data-Efficient Skeleton-based Action Recognition via Cross-sample Feature Aggregation Zongye Zhang Wenrui Cai Qingjie Liu Yunhong Wang 32 0 0 16 Apr 2025
MoFM: A Large-Scale Human Motion Foundation Model Mohammadreza Baharani Ghazal Alinezhad Noghre Armin Danesh Pazho Gabriel Maldonado Hamed Tabkhi AI4CE 152 1 0 08 Feb 2025
A Comprehensive Review of Few-shot Action Recognition Yuyang Wanyan Xiaoshan Yang Weiming Dong Changsheng Xu VLM 77 3 0 20 Jul 2024
Meet JEANIE: a Similarity Measure for 3D Skeleton Sequences via Temporal-Viewpoint Alignment Lei Wang Jun Liu Liang Zheng Tom Gedeon Piotr Koniusz 33 9 0 07 Feb 2024
Easing Automatic Neurorehabilitation via Classification and Smoothness Analysis Asma Bensalah Alicia Fornés Cristina Carmona-Duarte Josep Lladós 14 1 0 09 Dec 2022
Uncertainty-DTW for Time Series and Sequences Lei Wang Piotr Koniusz 11 33 0 30 Oct 2022
Adaptive Local-Component-aware Graph Convolutional Network for One-shot Skeleton-based Action Recognition Anqi Zhu Qiuhong Ke Mingming Gong James Bailey 38 21 0 21 Sep 2022
Delving Deep into One-Shot Skeleton-based Action Recognition with Diverse Occlusions Kunyu Peng Alina Roitberg Kailun Yang Jiaming Zhang Rainer Stiefelhagen ViT 21 28 0 23 Feb 2022
3D Skeleton-based Few-shot Action Recognition with JEANIE is not so Naïve Lei Wang Jun Liu Piotr Koniusz 24 20 0 23 Dec 2021
Fusing Higher-order Features in Graph Neural Networks for Skeleton-based Action Recognition Zhenyue Qin Yang Liu Pan Ji Dongwoo Kim Lei Wang Bob McKay Saeed Anwar Tom Gedeon 3DPC 24 74 0 04 May 2021
Gimme Signals: Discriminative signal encoding for multimodal activity recognition Raphael Memmesheimer Nick Theisen Dietrich Paulus 46 51 0 13 Mar 2020
Deep Cosine Metric Learning for Person Re-Identification N. Wojke Alex Bewley 31 352 0 02 Dec 2018
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 341 11,684 0 09 Mar 2017