Deep ConvLSTM with self-attention for human activity decoding using
wearables

Deep ConvLSTM with self-attention for human activity decoding using wearables

2 May 2020

A. Lay-Ekuakille

Papers citing "Deep ConvLSTM with self-attention for human activity decoding using wearables"

16 / 16 papers shown

Title
Time Series Representation Models Robert Leppich Vanessa Borst Veronika Lesch Samuel Kounev AI4TS 27 0 0 28 May 2024
Multi-channel Time Series Decomposition Network For Generalizable Sensor-Based Activity Recognition Jianguo Pan Zhengxin Hu Lingdun Zhang Xia Cai AI4TS 24 2 0 28 Mar 2024
IMUGPT 2.0: Language-Based Cross Modality Transfer for Sensor-Based Human Activity Recognition Zi-Jian Leng Amitrajit Bhattacharjee Hrudhai Rajasekhar Lizhe Zhang Elizabeth Bruda Hyeokhyen Kwon Thomas Plötz VLM 39 13 0 01 Feb 2024
Eating Speed Measurement Using Wrist-Worn IMU Sensors in Free-Living Environments C. Wang T. S. Kumar W. de Raedt Guido Camps Hans Hallez Bart Vanrumste 30 4 0 15 Dec 2023
Unified Contrastive Fusion Transformer for Multimodal Human Action Recognition Kyoung Ok Yang Junho Koh Jun-Won Choi 31 0 0 10 Sep 2023
Physical-aware Cross-modal Adversarial Network for Wearable Sensor-based Human Action Recognition Jianyuan Ni Hao Tang A. Ngu Gaowen Liu Yan Yan 35 3 0 07 Jul 2023
Information Theory Inspired Pattern Analysis for Time-series Data Yushan Huang Yuchen Zhao Alexander Capstick Francesca Palermo Hamed Haddadi Payam Barnaghi AI4TS 15 1 0 22 Feb 2023
Deep Learning for Time Series Classification and Extrinsic Regression: A Current Survey Navid Mohammadi Foumani Lynn Miller Chang Wei Tan G. I. Webb Germain Forestier Mahsa Salehi BDL AI4TS 33 93 0 06 Feb 2023
DisPad: Flexible On-Body Displacement of Fabric Sensors for Robust Joint-Motion Tracking Xiaowei Chen Xiao Jiang Jia-Qi Fang Shihui Guo Juncong Lin Minghong Liao Guoliang Luo Hongbo Fu 15 6 0 16 Jan 2023
OpenPack: A Large-scale Dataset for Recognizing Packaging Works in IoT-enabled Logistic Environments Naoya Yoshimura Jaime Morales T. Maekawa Takahiro Hara 30 19 0 10 Dec 2022
Eat-Radar: Continuous Fine-Grained Intake Gesture Detection Using FMCW Radar and 3D Temporal Convolutional Network with Attention C. Wang T. S. Kumar W. de Raedt Guido Camps Hans Hallez Bart Vanrumste 24 12 0 08 Nov 2022
Progressive Cross-modal Knowledge Distillation for Human Action Recognition Jianyuan Ni A. Ngu Yan Yan HAI 28 20 0 17 Aug 2022
FLAME: Federated Learning Across Multi-device Environments Hyunsung Cho Akhil Mathur F. Kawsar 16 21 0 17 Feb 2022
Cross-modal Knowledge Distillation for Vision-to-Sensor Action Recognition Jianyuan Ni Raunak Sarbajna Yang Liu A. Ngu Yan Yan HAI 29 36 0 08 Oct 2021
Flower: A Friendly Federated Learning Research Framework Daniel J. Beutel Taner Topal Akhil Mathur Xinchi Qiu Javier Fernandez-Marques ... Lorenzo Sani Kwing Hei Li Titouan Parcollet Pedro Porto Buarque de Gusmão Nicholas D. Lane FedML 19 787 0 28 Jul 2020
Effective Approaches to Attention-based Neural Machine Translation Thang Luong Hieu H. Pham Christopher D. Manning 218 7,929 0 17 Aug 2015