Zhang, Lei

Reinforced Cross-Modal Matching and Self-Supervised Imitation Learning for Vision-Language Navigation

Wang, X., Huang, Q., Celikyilmaz, A., Gao, J., Shen, D., Wang, Y.-F., Wang, W. Y., & Zhang, L. (2019) · 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Multimodal Machine Learning ApplicationsReinforcement Learning in Robotics

Cited by 522

Multiscale Deep Feature Learning for Human Activity Recognition Using Wearable Sensors

Tang, Y., Zhang, L., Min, F., & He, J. (2023) · IEEE Transactions on Industrial Electronics

Context-Aware Activity Recognition SystemsGait Recognition and Analysis

Cited by 224

DanHAR: Dual Attention Network for multimodal human activity recognition using wearable sensors

Gao, W., Zhang, L., Teng, Q., He, J., & Wu, H. (2021) · Applied Soft Computing

Context-Aware Activity Recognition SystemsTime Series Analysis and Forecasting

Cited by 214

Human activity recognition using wearable sensors by heterogeneous convolutional neural networks

Han, C., Zhang, L., Tang, Y., Huang, W., Min, F., & He, J. (2022) · Expert Systems with Applications

Context-Aware Activity Recognition SystemsGait Recognition and Analysis

Cited by 130

Shallow Convolutional Neural Networks for Human Activity Recognition Using Wearable Sensors

Huang, W., Zhang, L., Gao, W., Min, F., & He, J. (2021) · IEEE Transactions on Instrumentation and Measurement

Context-Aware Activity Recognition SystemsGait Recognition and Analysis

Cited by 129

ProtoHAR: Prototype Guided Personalized Federated Learning for Human Activity Recognition

Cheng, D., Zhang, L., Bu, C., Wang, X., Wu, H., & Song, A. (2023) · IEEE Journal of Biomedical and Health Informatics

Privacy-Preserving Technologies in DataContext-Aware Activity Recognition Systems

Cited by 92

Learning hierarchical time series data augmentation invariances via contrastive supervision for human activity recognition

Cheng, D., Zhang, L., Bu, C., Wu, H., & Song, A. (2023) · Knowledge-Based Systems

Context-Aware Activity Recognition SystemsTime Series Analysis and Forecasting

Cited by 55

MaskCAE: Masked Convolutional AutoEncoder via Sensor Data Reconstruction for Self-Supervised Human Activity Recognition

Cheng, D., Zhang, L., Qin, L., Wang, S., Wu, H., & Song, A. (2024) · IEEE Journal of Biomedical and Health Informatics

Context-Aware Activity Recognition SystemsTime Series Analysis and Forecasting

Cited by 31