
微调 23
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论文笔记《IMU2CLIP: Multimodal Contrastive Learning for IMU Motion Sensors from...》
论文 - 《IMU2CLIP: Multimodal Contrastive Learning for IMU Motion Sensors from Egocentric Videos and Text》 代码 - Github 关键词 - Meta工作、多模态学习、IMU建模、对比学习、CLIP
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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《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《Time-Series Representation Learning via Temporal and Contextual Contrasting》
论文 - 《Time-Series Representation Learning via Temporal and Contextual Contrasting》 代码 - Github 关键词 - IJCAI-21、时序表征学习、对比学习、人体活动识别HAR、睡眠阶段检测、 1 引言 时间序列数
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论文笔记《Challenges in Video-Based Infant Action Recognition: A Critical Examination of the SOTA》
论文 - 《Challenges in Video-Based Infant Action Recognition: A Critical Examination of the State of the Art》 代码 - Github 关键词 - WACV、婴儿动作识别、综述、数据集贡献 摘要 研
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论文笔记《CroSSL: Cross-modal Self-Supervised Learning for Time-series through Latent Masking》
论文 - 《CroSSL: Cross-modal Self-Supervised Learning for Time-series through Latent Masking》 代码 - Github 关键词 - 自监督学习、时序关系、掩码、人类活动感知HAR 摘要 研究问题 多模态时间序列研究
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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《LLAVIDAL : A Large LAnguage VIsion Model for Daily Activities of Living》
论文 - 《LLAVIDAL : A Large LAnguage VIsion Model for Daily Activities of Living》 代码 - Github 关键词 - 日常生活活动ADL、任务交互HOI、多模态、预训练、骨骼 1 引言 研究问题:当前大型语言视觉模型在日常生
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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
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论文笔记《MMBind: Unleashing the Potential of Distributed and ... Multimodal Learning in IoT》
论文 - 《MMBind: Unleashing the Potential of Distributed and Heterogeneous Data for Multimodal Learning in IoT》 代码 - Github 关键词 - SenSys25、系统、模态缺失、异构、多模态
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论文笔记《Post-pre-training for Modality Alignment in Vision-Language Foundation Models》
论文 - 《Post-pre-training for Modality Alignment in Vision-Language Foundation Models》 代码 - Github 关键词 - CLIP-Refine、模态对齐、模态差距、自蒸馏 摘要 研究问题: CLIP的多模态特征空间