P2LHAP:Wearable sensor-based human activity recognition, segmentation
and forecast through Patch-to-Label Seq2Seq Transformer

P2LHAP:Wearable sensor-based human activity recognition, segmentation and forecast through Patch-to-Label Seq2Seq Transformer

13 March 2024

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Papers citing "P2LHAP:Wearable sensor-based human activity recognition, segmentation and forecast through Patch-to-Label Seq2Seq Transformer"

16 / 16 papers shown

Title
A Multi-Task Deep Learning Approach for Sensor-based Human Activity Recognition and Segmentation Furong Duan Tao Zhu Jinqiang Wang L. Chen Huansheng Ning Yaping Wan SSeg 49 13 0 20 Mar 2023
A Time Series is Worth 64 Words: Long-term Forecasting with Transformers Yuqi Nie Nam H. Nguyen Phanwadee Sinthong Jayant Kalagnanam AIFin AI4TS 87 1,368 0 27 Nov 2022
Are Transformers Effective for Time Series Forecasting? Ailing Zeng Mu-Hwa Chen L. Zhang Qiang Xu AI4TS 152 1,766 0 26 May 2022
TTS-GAN: A Transformer-based Time-Series Generative Adversarial Network Xiaomin Li V. Metsis Huan Wang Anne H. H. Ngu 47 100 0 06 Feb 2022
Improving Deep Learning for HAR with shallow LSTMs Marius Bock Alexander Hoelzemann Michael Moeller Kristof Van Laerhoven HAI AI4TS 42 56 0 02 Aug 2021
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale Alexey Dosovitskiy Lucas Beyer Alexander Kolesnikov Dirk Weissenborn Xiaohua Zhai ... Matthias Minderer G. Heigold Sylvain Gelly Jakob Uszkoreit N. Houlsby ViT 664 41,369 0 22 Oct 2020
Conditional-UNet: A Condition-aware Deep Model for Coherent Human Activity Recognition From Wearables Liming Zhang CVBM HAI 21 11 0 15 Apr 2020
Deep Learning for Sensor-based Human Activity Recognition: Overview, Challenges and Opportunities Kaixuan Chen Dalin Zhang Lina Yao Bin Guo Zhiwen Yu Yunhao Liu HAI 62 632 0 21 Jan 2020
Deep Auto-Set: A Deep Auto-Encoder-Set Network for Activity Recognition Using Wearables Alireza Abedin Varamin Ehsan Abbasnejad Javen Qinfeng Shi Damith C. Ranasinghe S. Hamid Rezatofighi BDL HAI 65 43 0 20 Nov 2018
Human Activity Recognition Based on Wearable Sensor Data: A Standardization of the State-of-the-Art Artur Jordão A. C. Nazaré Jessica Sena William Robson Schwartz 57 97 0 13 Jun 2018
On Attention Models for Human Activity Recognition Vishvak Murahari T. Plötz HAI 42 143 0 19 May 2018
DOC: Deep Open Classification of Text Documents Lei Shu Hu Xu Bing-Quan Liu VLM 45 302 0 25 Sep 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 713 132,199 0 12 Jun 2017
UniMiB SHAR: a new dataset for human activity recognition using acceleration data from smartphones D. Micucci M. Mobilio Paolo Napoletano 68 474 0 23 Nov 2016
Fully Convolutional Networks for Semantic Segmentation Evan Shelhamer Jonathan Long Trevor Darrell VOS SSeg 741 37,886 0 20 May 2016
SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation Vijay Badrinarayanan Alex Kendall R. Cipolla SSeg 1.1K 15,815 0 02 Nov 2015