xmouyang / ADMarker
Repo for MobiCom 2024 paper: "ADMarker: A Multi-Modal Federated Learning System for Monitoring Digital Biomarkers of Alzheimer’s Disease".
☆14Updated last year
Alternatives and similar repositories for ADMarker:
Users that are interested in ADMarker are comparing it to the libraries listed below
- Repo for MobiCom 2022 paper: " Cosmo: Contrastive Fusion Learning with Small Data for Multimodal Human Activity Recognition ".☆49Updated 2 years ago
- This is the code of the paper "Federated Transfer Learning for EEG Signal Classification" published in IEEE EMBS 2020 (42nd Annual Inter…☆104Updated last year
- The source code and collected data for the Meta-HAR (WWW 2021) paper.☆33Updated 2 years ago
- Repo for MobiSys 2023 paper: "Harmony: Heterogeneous Multi-Modal Federated Learning through Disentangled Model Training".☆27Updated last year
- Code for our AAAI-2021 paper "Latent Independent Excitation for Generalizable Sensor-based Cross-Person Activity Recognition".☆38Updated 3 years ago
- Four Federated learning datasets for Human Activity Recognition☆53Updated last year
- ☆14Updated 2 years ago
- ☆9Updated 3 years ago
- 3-layer-CNN and ResNet with OPPORTUNITY dataset, PAMAP2 dataset, UCI-HAR dataset, UniMiB-SHAR dataset, USC-HAD dataset, and WISDM dataset…☆53Updated 2 years ago
- ☆12Updated 4 years ago
- This is an unofficial implementation of Federated Transfer Learning using UCI Smartphone dataset☆26Updated 5 months ago
- Repo for MobiSys 2021 paper: "ClusterFL: A Similarity-Aware Federated Learning System for Human Activity Recognition".☆37Updated 2 years ago
- ☆77Updated last year
- Implementation of Contrastive Self-Supervised Learning for Sensor-based Human Activity Recognition☆24Updated last year
- From-Classification-to-Clinical☆10Updated last year
- ☆60Updated 2 years ago
- (WSDM'24) Cross-modal Self-Supervised Learning for Time-series through Latent Masking☆17Updated last year
- Contrastive Learning (SimCLR) for Human Activity Recognition☆74Updated 4 years ago
- This is the implementation for the paper "Empirical Evaluation of Data Augmentations for Biobehavioral Time Series Data with Deep Learnin…☆12Updated 2 years ago
- The official implementation of paper "Towards a Dynamic Framework for Multi-Sensor-Based Wearable Human Activity Recognition". Accepted b…☆23Updated 2 years ago
- [TIM 2024] The official implementation for the paper "Affective EEG-based Person Identification with Continual Learning"☆12Updated 8 months ago
- CAPTURE-24: Human activity recognition with activity trackers☆34Updated 5 months ago
- [KDD 2023] FedMultimodal☆106Updated last year
- [UbiComp/IMWUT '23] Hierarchical Clustering-based Personalized Federated Learning for Robust and Fair Human Activity Recognition☆29Updated last year
- Official implementation of SWL-Adapt.☆14Updated 2 years ago
- ☆11Updated 2 years ago
- (KDD’24) Using Self-Supervised Learning Can Improve Model Fairness.☆11Updated 10 months ago
- Implementation of Contrastive Predictive Coding for Human Activity Recognition☆28Updated 2 years ago
- Corpus of resources for multimodal machine learning with physiological signals (mmps).☆73Updated 3 weeks ago
- PyTorch implementation of FedPer (Federated Learning with Personalization Layers).☆72Updated 2 years ago