RF-Net: a Unified Meta-learning Framework for RF-enabled One-shot Human Activity Recognition

29 October 2021

Papers citing "RF-Net: a Unified Meta-learning Framework for RF-enabled One-shot Human Activity Recognition"

25 / 25 papers shown

Title
GenHPE: Generative Counterfactuals for 3D Human Pose Estimation with Radio Frequency Signals Shuokang Huang Julie A. McCann 71 0 0 12 Mar 2025
iRadar: Synthesizing Millimeter-Waves from Wearable Inertial Inputs for Human Gesture Sensing Huanqi Yang Mingda Han Xinyue Li Di Duan Tianxing Li Weitao Xu 69 0 0 20 Dec 2024
WiFlexFormer: Efficient WiFi-Based Person-Centric Sensing Julian Strohmayer Matthias Wödlinger Martin Kampel 21 1 0 06 Nov 2024
Large Model for Small Data: Foundation Model for Cross-Modal RF Human Activity Recognition Yuxuan Weng Guoquan Wu Tianyue Zheng Yanbing Yang Jun Luo 21 5 0 13 Oct 2024
RFBoost: Understanding and Boosting Deep WiFi Sensing via Physical Data Augmentation Weiying Hou Chenshu Wu 25 6 0 04 Oct 2024
A Dataset for Multi-intensity Continuous Human Activity Recognition through Passive Sensing Argha Sen Anirban Das Swadhin Pradhan Sandip Chakraborty 27 0 0 30 Jul 2024
GesturePrint: Enabling User Identification for mmWave-based Gesture Recognition Systems Lilin Xu Keyi Wang Chaojie Gu Xiuzhen Guo Shibo He Jiming Chen 21 4 0 25 Jul 2024
Neuro-Symbolic Fusion of Wi-Fi Sensing Data for Passive Radar with Inter-Modal Knowledge Transfer Marco Cominelli Francesco Gringoli Lance M. Kaplan Mani B. Srivastava Trevor Bihl Erik P. Blasch Nandini Iyer Federico Cerutti 23 1 0 01 Jul 2024
Accurate Passive Radar via an Uncertainty-Aware Fusion of Wi-Fi Sensing Data Marco Cominelli Francesco Gringoli Lance M. Kaplan Mani B. Srivastava Federico Cerutti 25 6 0 01 Jul 2024
From Orthogonality to Dependency: Learning Disentangled Representation for Multi-Modal Time-Series Sensing Signals Ruichu Cai Zhifan Jiang Zijian Li Weilin Chen Xuexin Chen Zhifeng Hao Yifan Shen Guan-Hong Chen Kun Zhang 40 1 0 25 May 2024
NeurIT: Pushing the Limit of Neural Inertial Tracking for Indoor Robotic IoT Xinzhe Zheng Sijie Ji Yipeng Pan Kaiwen Zhang Chenshu Wu 27 1 0 13 Apr 2024
CODA: A COst-efficient Test-time Domain Adaptation Mechanism for HAR Minghui Qiu Yandao Huang Lin Chen Lu Wang Kaishun Wu TTA 20 0 0 22 Mar 2024
WiMANS: A Benchmark Dataset for WiFi-based Multi-user Activity Sensing Shuokang Huang Kaihan Li Di You Yichong Chen Arvin Lin Siying Liu Xiaohui Li Julie A. McCann 30 6 0 24 Jan 2024
Construct 3D Hand Skeleton with Commercial WiFi Sijie Ji Xuanye Zhang Yuanqing Zheng Mo Li 17 14 0 24 Dec 2023
LifeLearner: Hardware-Aware Meta Continual Learning System for Embedded Computing Platforms Young D. Kwon Jagmohan Chauhan Hong Jia Stylianos I. Venieris Cecilia Mascolo 38 11 0 19 Nov 2023
EdgeFM: Leveraging Foundation Model for Open-set Learning on the Edge Bufang Yang Lixing He Neiwen Ling Zhenyu Yan Guoliang Xing Xian Shuai Xiaozhe Ren Xin Jiang 43 20 0 18 Nov 2023
Continuous Multi-user Activity Tracking via Room-Scale mmWave Sensing Argha Sen Anirban Das Swadhin Pradhan Sandip Chakraborty 30 5 0 21 Sep 2023
MIMOCrypt: Multi-User Privacy-Preserving Wi-Fi Sensing via MIMO Encryption Jun Luo Hangcheng Cao Hongbo Jiang Yanbing Yang Zhe Chen 11 11 0 01 Sep 2023
OCHID-Fi: Occlusion-Robust Hand Pose Estimation in 3D via RF-Vision Shujie Zhang Tianyue Zheng Zhe Chen Jingzhi Hu Abdelwahed Khamis Jiajun Liu Jun Luo 27 6 0 20 Aug 2023
AutoFed: Heterogeneity-Aware Federated Multimodal Learning for Robust Autonomous Driving Tianyue Zheng Ang Li Zhe Chen Hao Wang Jun Luo 29 47 0 17 Feb 2023
Exposing the CSI: A Systematic Investigation of CSI-based Wi-Fi Sensing Capabilities and Limitations Marco Cominelli Francesco Gringoli Francesco Restuccia 28 17 0 02 Feb 2023
MoRe-Fi: Motion-robust and Fine-grained Respiration Monitoring via Deep-Learning UWB Radar Tianyue Zheng Zhe Chen Shujie Zhang Chao Cai Jun Luo 16 93 0 16 Nov 2021
Towards Domain-Independent and Real-Time Gesture Recognition Using mmWave Signal Yadong Li Dongheng Zhang Jinbo Chen Jinwei Wan Dong Zhang Yang Hu Qibin Sun Yan Chen 14 68 0 11 Nov 2021
Ubiquitous Acoustic Sensing on Commodity IoT Devices: A Survey Chao Cai Rong Zheng Jun Luo 14 57 0 11 Jan 2019
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 338 11,684 0 09 Mar 2017