
边缘智能 42
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论文笔记《LLaSA: A Sensor-Aware LLM for Natural Language Reasoning of Human Activity from IMU Data》
论文 - 《LLaSA: A Sensor-Aware LLM for Natural Language Reasoning of Human Activity from IMU Data》 代码 - Github 关键词 - 多模态大模型、人类活动问答模型、13B参数、微调、新数据集 摘要 研究问
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论文笔记《Layout-Agnostic Human Activity Recognition in Smart Homes through TDOST》
论文 - 《Layout-Agnostic Human Activity Recognition in Smart Homes through Textual Descriptions Of Sensor Triggers (TDOST)》 关键词 - Ubicomp2025、prompt工程、提示
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论文笔记《IoT-LLM: Enhancing Real-World IoT Task Reasoning with Large Language Models》
论文 - 《IoT-LLM: Enhancing Real-World IoT Task Reasoning with Large Language Models》 关键词 - 物联网感知、数据增强、检索增强生成RAG、通用性方法、思维链CoT、大模型LLM、人体活动识别HAR、医疗诊断、人类定位、
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论文笔记《BabyNet: A Lightweight Network for Infant Reaching Action Recognition in Unconstrained ...》
论文 - 《BabyNet: A Lightweight Network for Infant Reaching Action Recognition in Unconstrained Environments to Support Future Pediatric Rehabilitation A
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论文笔记《TENT: Connect Language Models with IoT Sensors for Zero-Shot Activity Recognition》
论文 - 《TENT: Connect Language Models with IoT Sensors for Zero-Shot Activity Recognition》 关键词 - 对比学习、人类活动识别HAR、多模态对齐、毫米波mmWave、LiDAR、图像 摘要 研究问题 语言模型是否能
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论文笔记《Leveraging Foundation Models for Zero-Shot IoT Sensing》
论文 - 《Leveraging Foundation Models for Zero-Shot IoT Sensing》 代码 - Github 关键词 - 零样本学习、IMU、人类活动识别HAR、大模型、WiFi、毫米波mmWave、对比学习 摘要 研究问题 边缘物联网IoT上的深度学习模型通常
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论文笔记《LIMU-BERT: Unleashing the Potential of Unlabeled Data for IMU Sensing Applications》
论文 - 《LIMU-BERT: Unleashing the Potential of Unlabeled Data for IMU Sensing Applications》 代码 - Github 关键词 - Sensys2021、IMU、HAR、自监督学习、训练、掩码、BERT、 摘要 研究
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论文笔记《Bi-DeepViT: Binarized Transformer for Efficient Sensor-Based Human Activity Recognition》
论文 - 《Bi-DeepViT: Binarized Transformer for Efficient Sensor-Based Human Activity Recognition》 关键词 - 高效、二值化、DeepViT、HAR、传感器 1 引言 人体活动识别(HAR)是一种通过传感器采集
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论文笔记《Potential of LLM for Activity Recognition in ADL: A Systematic Review
论文 - 《Potential of Large Language Model for Activity Recognition in Activities of Daily Living: A Systematic Review》 关键词 - 综述、大语言模型LLM、人类活动识别HAR、日常生活活
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论文笔记《Practically Adopting Human Activity Recognition》
论文 - 《Practically Adopting Human Activity Recognition》 代码 - Github 关键词 - Mobicom2023、IMU数据增强、云端协作、人体活动识别HAR 摘要 研究问题:现有的基于惯性测量单元(IMU)的人类活动识别(HAR)方法在实际跨
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论文笔记《ConSense: Continually Sensing Human Activity with WiFi via Growing and Picking》
论文 - 《ConSense: Continually Sensing Human Activity with WiFi via Growing and Picking》 代码 - Github 关键词 - AAAI2025、WiFi、单模态HAR、增量学习、边缘高效 1 引言 研究背景: 基于Wi
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论文笔记《MobHAR: Source-free Knowledge Transfer for Human Activity Recognition on Mobile Devices》
论文 - 《MobHAR: Source-free Knowledge Transfer for Human Activity Recognition on Mobile Devices》 代码 - Github 关键词 - Ubicomp2025、域适应DA、Gram矩阵、人类活动识别HAR 摘要
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论文笔记《SensorLLM: Aligning Large Language Models with Motion Sensors for Human Activity Recognition》
论文 - 《SensorLLM: Aligning Large Language Models with Motion Sensors for Human Activity Recognition》 代码 - Github 关键词 - 人类活动识别(HAR)、多模态对齐 摘要 研究问题:尽管LLMs
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论文笔记《Cosmo: Contrastive Fusion Learning with Small Data for Multimodal Human Activity Recognition》
论文 - 《Cosmo: Contrastive Fusion Learning with Small Data for Multimodal Human Activity Recognition》 代码 - Github 关键词 - MobiCom2022、人类活动识别(HAR)、霍普金斯统计量、
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论文笔记《CrossHAR: Generalizing Cross-dataset Human Activity Recognition...Self-Supervised Pretraining》
论文 - 《CrossHAR: Generalizing Cross-dataset Human Activity Recognition via Hierarchical Self-Supervised Pretraining》 代码 - Github 关键词 - 人体活动识别HAR、域适应、传感