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2012.05333
Cited By
Contrastive Predictive Coding for Human Activity Recognition
Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies (IMWUT), 2020
9 December 2020
H. Haresamudram
Irfan Essa
Thomas Ploetz
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Papers citing
"Contrastive Predictive Coding for Human Activity Recognition"
48 / 48 papers shown
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Facheng Hu
Hongzi Zhu
Shifan Zhang
Liang Zhang
Shan Chang
Minyi Guo
357
1
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16 Apr 2025
Frequency-Aware Masked Autoencoders for Human Activity Recognition using Accelerometers
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P. Jennum
Emmanuel Mignot
A. Brink-Kjaer
239
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17 Feb 2025
Past, Present, and Future of Sensor-Based Human Activity Recognition Using Wearables: A Surveying Tutorial on a Still Challenging Task
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H. Haresamudram
Chi Ian Tang
Sungho Suh
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Thomas Ploetz
517
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Sensor2Text: Enabling Natural Language Interactions for Daily Activity Tracking Using Wearable Sensors
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Jiaxuan Cheng
Leyao Wang
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Trading through Earnings Seasons using Self-Supervised Contrastive Representation Learning
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Bjoern Schuller
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Layout Agnostic Human Activity Recognition in Smart Homes through Textual Descriptions Of Sensor Triggers (TDOST)
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Sourish Gunesh Dhekane
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H. Haresamudram
Thomas Ploetz
391
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20 May 2024
Elevator, Escalator, or Neither? Classifying Conveyor State Using Smartphone under Arbitrary Pedestrian Behavior
IEEE Transactions on Mobile Computing (IEEE TMC), 2024
Tianlang He
Zhiqiu Xia
S.-H. Gary Chan
357
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06 May 2024
JOSENet: A Joint Stream Embedding Network for Violence Detection in Surveillance Videos
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Danilo Comminiello
362
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05 May 2024
SoK: Behind the Accuracy of Complex Human Activity Recognition Using Deep Learning
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Nhien-An Le-Khac
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25 Apr 2024
ActSonic: Recognizing Everyday Activities from Inaudible Acoustic Waves Around the Body
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Vineet Parikh
Qikang Liang
Ke Li
Ruidong Zhang
Ashwin Ajit
Vipin Gunda
Devansh Agarwal
Franccois Guimbretiere
Cheng Zhang
369
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22 Apr 2024
Comparing Self-Supervised Learning Techniques for Wearable Human Activity Recognition
Sannara Ek
Riccardo Presotto
Gabriele Civitarese
Franccois Portet
P. Lalanda
Claudio Bettini
HAI
260
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0
08 Apr 2024
MESEN: Exploit Multimodal Data to Design Unimodal Human Activity Recognition with Few Labels
ACM International Conference on Embedded Networked Sensor Systems (SenSys), 2023
Lilin Xu
Chaojie Gu
Rui Tan
Shibo He
Jiming Chen
357
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02 Apr 2024
SelfReplay: Adapting Self-Supervised Sensory Models via Adaptive Meta-Task Replay
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Jaehyun Kwak
Biniyam Aschalew Tolera
Gaole Dai
Mo Li
Taesik Gong
Kimin Lee
Sung-Ju Lee
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426
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29 Mar 2024
IMUGPT 2.0: Language-Based Cross Modality Transfer for Sensor-Based Human Activity Recognition
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Amitrajit Bhattacharjee
Hrudhai Rajasekhar
Lizhe Zhang
Elizabeth Bruda
Hiroko H. Dodge
Thomas Plötz
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316
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01 Feb 2024
Balancing Continual Learning and Fine-tuning for Human Activity Recognition
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Lorena Qendro
Dimitris Spathis
F. Kawsar
Akhil Mathur
Cecilia Mascolo
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328
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04 Jan 2024
An Improved Masking Strategy for Self-supervised Masked Reconstruction in Human Activity Recognition
Jinqiang Wang
Tao Zhu
Huansheng Ning
174
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07 Dec 2023
Cross-Domain HAR: Few Shot Transfer Learning for Human Activity Recognition
ACM Transactions on Intelligent Systems and Technology (ACM TIST), 2023
Megha Thukral
H. Haresamudram
Thomas Ploetz
295
31
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Multimodal Contrastive Learning with Hard Negative Sampling for Human Activity Recognition
Hyeongju Choi
Apoorva Beedu
Irfan Essa
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285
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03 Sep 2023
CroSSL: Cross-modal Self-Supervised Learning for Time-series through Latent Masking
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Shohreh Deldari
Dimitris Spathis
Mohammad Malekzadeh
F. Kawsar
Flora D. Salim
Akhil Mathur
459
33
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31 Jul 2023
Don't freeze: Finetune encoders for better Self-Supervised HAR
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Dominique Nshimyimana
P. Lukowicz
270
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03 Jul 2023
Towards Learning Discrete Representations via Self-Supervision for Wearables-Based Human Activity Recognition
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H. Haresamudram
Irfan Essa
Thomas Ploetz
333
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Human Activity Recognition Using Self-Supervised Representations of Wearable Data
Maximilien Burq
Niranjan Sridhar
287
2
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26 Apr 2023
Explaining, Analyzing, and Probing Representations of Self-Supervised Learning Models for Sensor-based Human Activity Recognition
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269
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14 Apr 2023
MassNet: A Deep Learning Approach for Body Weight Extraction from A Single Pressure Image
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Ziyu Wu
Quan Wan
Mingjie Zhao
Yi Ke
Yiran Fang
Zhen Liang
Fangting Xie
Jingyuan Cheng
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264
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17 Mar 2023
Streamlining Multimodal Data Fusion in Wireless Communication and Sensor Networks
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M. J. Bocus
Xiaoyang Wang
Robert Piechocki
283
5
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24 Feb 2023
LipLearner: Customizable Silent Speech Interactions on Mobile Devices
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Zixiong Su
Shitao Fang
Jun Rekimoto
291
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12 Feb 2023
Simple Yet Surprisingly Effective Training Strategies for LSTMs in Sensor-Based Human Activity Recognition
Shuai Shao
Yushi Guan
Xin Guan
P. Missier
Thomas Ploetz
HAI
285
4
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23 Dec 2022
Investigating Enhancements to Contrastive Predictive Coding for Human Activity Recognition
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H. Haresamudram
Irfan Essa
Thomas Ploetz
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404
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11 Nov 2022
Multi-Stage Based Feature Fusion of Multi-Modal Data for Human Activity Recognition
Hyeongju Choi
Apoorva Beedu
H. Haresamudram
Irfan Essa
168
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08 Nov 2022
Temporal Feature Alignment in Contrastive Self-Supervised Learning for Human Activity Recognition
Bulat Khaertdinov
S. Asteriadis
262
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07 Oct 2022
IMG2IMU: Translating Knowledge from Large-Scale Images to IMU Sensing Applications
Hyungjun Yoon
Hyeong-Tae Cha
Hoang C. Nguyen
Taesik Gong
Sungyeop Lee
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410
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02 Sep 2022
Self-Supervised Human Activity Recognition with Localized Time-Frequency Contrastive Representation Learning
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Setareh Rahimi Taghanaki
M. Rainbow
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277
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COCOA: Cross Modality Contrastive Learning for Sensor Data
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Hao Xue
Aaqib Saeed
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Self-supervised Learning for Human Activity Recognition Using 700,000 Person-days of Wearable Data
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Andrew P. Creagh
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Contrastive Learning with Cross-Modal Knowledge Mining for Multimodal Human Activity Recognition
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Negative Selection by Clustering for Contrastive Learning in Human Activity Recognition
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Assessing the State of Self-Supervised Human Activity Recognition using Wearables
Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies (IMWUT), 2022
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207
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IMUTube: Automatic Extraction of Virtual on-body Accelerometry from Video for Human Activity Recognition
Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies (IMWUT), 2020
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C. Tong
H. Haresamudram
Yan Gao
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360
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