HARGPT: Are LLMs Zero-Shot Human Activity Recognizers?

5 March 2024

Xinzhe Zheng

Papers citing "HARGPT: Are LLMs Zero-Shot Human Activity Recognizers?"

23 / 23 papers shown

Title
An LLM-Empowered Low-Resolution Vision System for On-Device Human Behavior Understanding Siyang Jiang Bufang Yang Lilin Xu Mu Yuan Yeerzhati Abudunuer ... Liekang Zeng Hongkai Chen Zhenyu Yan Xiaofan Jiang Guoliang Xing VLM 45 0 0 03 May 2025
Leveraging Large Language Models for Explainable Activity Recognition in Smart Homes: A Critical Evaluation Michele Fiori Gabriele Civitarese Priyankar Choudhary Claudio Bettini 30 1 0 20 Mar 2025
AutoIOT: LLM-Driven Automated Natural Language Programming for AIoT Applications Leming Shen Qiang Yang Yuanqing Zheng Mo Li 41 1 0 07 Mar 2025
Human Re-ID Meets LVLMs: What can we expect? Kailash A. Hambarde Pranita Samale Hugo Proença 61 0 0 30 Jan 2025
TransCompressor: LLM-Powered Multimodal Data Compression for Smart Transportation Huanqi Yang Rucheng Wu Weitao Xu 52 0 0 25 Nov 2024
LightLLM: A Versatile Large Language Model for Predictive Light Sensing J. Hu Hong Jia Mahbub Hassan Lina Yao Brano Kusy Wen Hu 59 0 0 20 Nov 2024
UniMTS: Unified Pre-training for Motion Time Series Xiyuan Zhang Diyan Teng Ranak Roy Chowdhury Shuheng Li Dezhi Hong Rajesh K. Gupta Jingbo Shang AI4TS 16 3 0 18 Oct 2024
Vital Insight: Assisting Experts' Context-Driven Sensemaking of Multi-modal Personal Tracking Data Using Visualization and Human-In-The-Loop LLM Agents Jiachen Li Justin Steinberg Xiwen Li Akshat Choube Bingsheng Yao Dakuo Wang Elizabeth D. Mynatt Elizabeth Mynatt Varun Mishra 27 0 0 18 Oct 2024
Balancing Continuous Pre-Training and Instruction Fine-Tuning: Optimizing Instruction-Following in LLMs Ishan Jindal Chandana Badrinath Pranjal Bharti Lakkidi Vinay Sachin Dev Sharma CLL ALM 26 2 0 14 Oct 2024
SensorLLM: Aligning Large Language Models with Motion Sensors for Human Activity Recognition Zechen Li Shohreh Deldari Linyao Chen Hao Xue Flora D. Salim 34 6 0 14 Oct 2024
IoT-LLM: Enhancing Real-World IoT Task Reasoning with Large Language Models Tuo An Yunjiao Zhou Han Zou Jianfei Yang LRM 21 0 0 03 Oct 2024
MindGuard: Towards Accessible and Sitgma-free Mental Health First Aid via Edge LLM Sijie Ji Xinzhe Zheng Jiawei Sun Renqi Chen Wei Gao Mani Srivastava AI4MH 27 2 0 16 Sep 2024
Language-centered Human Activity Recognition Hua Yan Heng Tan Yi Ding Pengfei Zhou Vinod Namboodiri Yu Yang 24 2 0 12 Sep 2024
Large Language Models for Wearable Sensor-Based Human Activity Recognition, Health Monitoring, and Behavioral Modeling: A Survey of Early Trends, Datasets, and Challenges Emilio Ferrara LM&MA 29 12 0 09 Jul 2024
Large Language Models are Zero-Shot Recognizers for Activities of Daily Living Gabriele Civitarese Michele Fiori Priyankar Choudhary Claudio Bettini 15 5 0 01 Jul 2024
Large Language Models Memorize Sensor Datasets! Implications on Human Activity Recognition Research H. Haresamudram Hrudhai Rajasekhar Nikhil Murlidhar Shanbhogue Thomas Ploetz 21 1 0 09 Jun 2024
DrHouse: An LLM-empowered Diagnostic Reasoning System through Harnessing Outcomes from Sensor Data and Expert Knowledge Bufang Yang Siyang Jiang Lilin Xu Kaiwei Liu Hai Li Guoliang Xing Hongkai Chen Xiaofan Jiang Zhenyu Yan LM&MA 27 15 0 21 May 2024
Layout Agnostic Human Activity Recognition in Smart Homes through Textual Descriptions Of Sensor Triggers (TDOST) Megha Thukral Sourish Gunesh Dhekane S. Hiremath H. Haresamudram Thomas Ploetz 25 3 0 20 May 2024
ContextGPT: Infusing LLMs Knowledge into Neuro-Symbolic Activity Recognition Models Luca Arrotta Claudio Bettini Gabriele Civitarese Michele Fiori 23 8 0 11 Mar 2024
Are You Being Tracked? Discover the Power of Zero-Shot Trajectory Tracing with LLMs! Huanqi Yang Sijie Ji Rucheng Wu Weitao Xu 27 1 0 10 Mar 2024
Large Language Models are Zero-Shot Reasoners Takeshi Kojima S. Gu Machel Reid Yutaka Matsuo Yusuke Iwasawa ReLM LRM 291 2,712 0 24 May 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 315 8,261 0 28 Jan 2022
A Random Forest Guided Tour Gérard Biau Erwan Scornet AI4TS 131 2,701 0 18 Nov 2015