Investigating Enhancements to Contrastive Predictive Coding for Human Activity Recognition

11 November 2022

Papers citing "Investigating Enhancements to Contrastive Predictive Coding for Human Activity Recognition"

8 / 8 papers shown

Title
SoK: Behind the Accuracy of Complex Human Activity Recognition Using Deep Learning Duc A. Nguyen Nhien-An Le-Khac HAI 25 2 0 25 Apr 2024
SelfReplay: Adapting Self-Supervised Sensory Models via Adaptive Meta-Task Replay Hyungjun Yoon Jaehyun Kwak Biniyam Aschalew Tolera Gaole Dai Mo Li Taesik Gong Kimin Lee Sung-Ju Lee SSL VLM 34 0 0 29 Mar 2024
Don't freeze: Finetune encoders for better Self-Supervised HAR Vitor Fortes Rey Dominique Nshimyimana P. Lukowicz 14 8 0 03 Jul 2023
Towards Learning Discrete Representations via Self-Supervision for Wearables-Based Human Activity Recognition H. Haresamudram Irfan Essa Thomas Ploetz 16 7 0 01 Jun 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 21 2 0 23 Dec 2022
IMG2IMU: Translating Knowledge from Large-Scale Images to IMU Sensing Applications Hyungjun Yoon Hyeong-Tae Cha Hoang C. Nguyen Taesik Gong Sungyeop Lee VLM SSL 8 0 0 02 Sep 2022
ColloSSL: Collaborative Self-Supervised Learning for Human Activity Recognition Yash Jain Chi Ian Tang Chulhong Min F. Kawsar Akhil Mathur SSL 17 53 0 01 Feb 2022
Efficient Estimation of Word Representations in Vector Space Tomáš Mikolov Kai Chen G. Corrado J. Dean 3DV 228 31,150 0 16 Jan 2013