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2004.11085
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SL-DML: Signal Level Deep Metric Learning for Multimodal One-Shot Action Recognition
23 April 2020
Raphael Memmesheimer
Nick Theisen
Dietrich Paulus
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Papers citing
"SL-DML: Signal Level Deep Metric Learning for Multimodal One-Shot Action Recognition"
17 / 17 papers shown
SkeletonX: Data-Efficient Skeleton-based Action Recognition via Cross-sample Feature Aggregation
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MoFM: A Large-Scale Human Motion Foundation Model
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Person Segmentation and Action Classification for Multi-Channel Hemisphere Field of View LiDAR Sensors
IEEE/SICE International Symposium on System Integration (SII), 2024
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Artem Otelepko
Raphael Memmesheimer
Sven Behnke
250
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17 Nov 2024
CrossGLG: LLM Guides One-shot Skeleton-based 3D Action Recognition in a Cross-level Manner
European Conference on Computer Vision (ECCV), 2024
Tingbing Yan
Wenzheng Zeng
Yang Xiao
Xingyu Tong
Bo Tan
Zhiwen Fang
Zhiguo Cao
Qiufeng Wang
245
14
0
15 Mar 2024
Meet JEANIE: a Similarity Measure for 3D Skeleton Sequences via Temporal-Viewpoint Alignment
Lei Wang
Jun Liu
Liang Zheng
Tom Gedeon
Piotr Koniusz
331
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07 Feb 2024
Joint Self-Supervised and Supervised Contrastive Learning for Multimodal MRI Data: Towards Predicting Abnormal Neurodevelopment
Zhiyuan Li
Hailong Li
Anca L. Ralescu
Jonathan R. Dillman
M. Altaye
Kim M. Cecil
N. Parikh
Lili He
212
7
0
22 Dec 2023
One-Shot Action Recognition via Multi-Scale Spatial-Temporal Skeleton Matching
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023
Siyuan Yang
Jun Liu
Shijian Lu
Er Meng Hwa
Alex C. Kot
361
21
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14 Jul 2023
Uncertainty-DTW for Time Series and Sequences
European Conference on Computer Vision (ECCV), 2022
Lei Wang
Piotr Koniusz
339
47
0
30 Oct 2022
Temporal-Viewpoint Transportation Plan for Skeletal Few-shot Action Recognition
Asian Conference on Computer Vision (ACCV), 2022
Lei Wang
Piotr Koniusz
405
36
0
30 Oct 2022
MotionBERT: A Unified Perspective on Learning Human Motion Representations
IEEE International Conference on Computer Vision (ICCV), 2022
Wenjie Zhu
Xiaoxuan Ma
Zhaoyang Liu
Libin Liu
Wayne Wu
Yizhou Wang
3DH
525
308
0
12 Oct 2022
Adaptive Local-Component-aware Graph Convolutional Network for One-shot Skeleton-based Action Recognition
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022
Anqi Zhu
Qiuhong Ke
Mingming Gong
James Bailey
304
26
0
21 Sep 2022
Part-aware Prototypical Graph Network for One-shot Skeleton-based Action Recognition
IEEE International Conference on Automatic Face & Gesture Recognition (FG), 2022
Tailin Chen
Desen Zhou
Jian Wang
Shidong Wang
Qian He
Chuanyan Hu
Errui Ding
Yuanyuan Guan
Xuming He
222
17
0
19 Aug 2022
Delving Deep into One-Shot Skeleton-based Action Recognition with Diverse Occlusions
IEEE transactions on multimedia (IEEE TMM), 2022
Kunyu Peng
Alina Roitberg
Kailun Yang
Kailai Li
Rainer Stiefelhagen
ViT
433
43
0
23 Feb 2022
3D Skeleton-based Few-shot Action Recognition with JEANIE is not so Naïve
Lei Wang
Jun Liu
Piotr Koniusz
215
26
0
23 Dec 2021
Affect-DML: Context-Aware One-Shot Recognition of Human Affect using Deep Metric Learning
Kunyu Peng
Alina Roitberg
David Schneider
Marios Koulakis
Kailun Yang
Rainer Stiefelhagen
CVBM
203
4
0
30 Nov 2021
Skeleton-DML: Deep Metric Learning for Skeleton-Based One-Shot Action Recognition
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2020
Raphael Memmesheimer
Simon Häring
Nick Theisen
Dietrich Paulus
487
44
0
26 Dec 2020
A Survey on Machine Learning from Few Samples
Pattern Recognition (Pattern Recognit.), 2020
Jiang Lu
Pinghua Gong
Jieping Ye
Jianwei Zhang
Changshu Zhang
376
81
0
06 Sep 2020
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