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Modality aware contrastive learning for multimodal human activity recognition

https://doi.org/10.1002/cpe.8020
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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1007/978-1-4612-4380-9_14openalex-snapshot
Relations Between Two Sets of Variates
inferredcites →https://doi.org/10.1007/978-3-540-74048-3_4openalex-snapshot
Dynamic Time Warping
inferredcites →https://doi.org/10.1109/bigcomp39579.2017openalex-snapshot
2017 IEEE International Conference on Big Data and Smart Computing (BigComp)
inferredcites →https://doi.org/10.1109/cvpr46437.2021.00689openalex-snapshot
Spatiotemporal Contrastive Video Representation Learning
inferredcites →https://doi.org/10.1109/cvprw42357.2017openalex-snapshot
2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)
inferredcites →https://doi.org/10.1109/icassp40776.2020.9053985openalex-snapshot
Self-Supervised Learning for ECG-Based Emotion Recognition
inferredcites →https://doi.org/10.1109/iccv.1995.466933openalex-snapshot
Proceedings of IEEE International Conference on Computer Vision
inferredcites →https://doi.org/10.1109/icra.2018.8462891openalex-snapshot
Time-Contrastive Networks: Self-Supervised Learning from Video
inferredcites →https://doi.org/10.1109/icra.2019.8793485openalex-snapshot
Making Sense of Vision and Touch: Self-Supervised Learning of Multimodal Representations for Contact-Rich Tasks
inferredcites →https://doi.org/10.1109/ijcnn.2016.7727224openalex-snapshot
Convolutional neural networks for human activity recognition using multiple accelerometer and gyroscope sensors
inferredcites →https://doi.org/10.1109/iswc.2012.13openalex-snapshot
Introducing a New Benchmarked Dataset for Activity Monitoring
inferredcites →https://doi.org/10.1109/jiot.2018.2823084openalex-snapshot
Locomotion Activity Recognition Using Stacked Denoising Autoencoders
inferredcites →https://doi.org/10.1109/smc.2015.525openalex-snapshot
Multi-modal Convolutional Neural Networks for Activity Recognition
inferredcites →https://doi.org/10.1109/tpami.2013.50openalex-snapshot
Representation Learning: A Review and New Perspectives
inferredcites →https://doi.org/10.1109/tpami.2018.2798607openalex-snapshot
Multimodal Machine Learning: A Survey and Taxonomy
inferredcites →https://doi.org/10.1145/2413097.2413148openalex-snapshot
Creating and benchmarking a new dataset for physical activity monitoring
inferredcites →https://doi.org/10.1145/2682899openalex-snapshot
A Review and Meta-Analysis of Multimodal Affect Detection Systems
inferredcites →https://doi.org/10.1145/2809695.2809718openalex-snapshot
Smart Devices are Different
inferredcites →https://doi.org/10.1145/2971648.2971708openalex-snapshot
Wearable sensor based multimodal human activity recognition exploiting the diversity of classifier ensemble
inferredcites →https://doi.org/10.1145/3065386openalex-snapshot
ImageNet classification with deep convolutional neural networks
inferredcites →https://doi.org/10.1145/3161174openalex-snapshot
Multimodal Deep Learning for Activity and Context Recognition
inferredcites →https://doi.org/10.1145/3267305openalex-snapshot
Proceedings of the 2018 ACM International Joint Conference and 2018 International Symposium on Pervasive and Ubiquitous Computing and Wearable Computers
inferredcites →https://doi.org/10.1145/3302505.3310068openalex-snapshot
Mobile sensor data anonymization
inferredcites →https://doi.org/10.1145/3328932openalex-snapshot
Multi-task Self-Supervised Learning for Human Activity Detection
inferredcites →https://doi.org/10.1145/3410531.3414306openalex-snapshot
Masked reconstruction based self-supervision for human activity recognition
inferredcites →https://doi.org/10.1145/3442381.3449844openalex-snapshot
Self-Supervised Multi-Channel Hypergraph Convolutional Network for Social Recommendation
inferredcites →https://doi.org/10.1186/s40537-019-0197-0openalex-snapshot
A survey on Image Data Augmentation for Deep Learning
inferredcites →https://doi.org/10.24963/ijcai.2019/431openalex-snapshot
AttnSense: Multi-level Attention Mechanism For Multimodal Human Activity Recognition
inferredcites →https://doi.org/10.3390/math9172129openalex-snapshot
Collaborative Knowledge-Enhanced Recommendation with Self-Supervisions

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

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S2C‐HAR: A Semi‐Supervised Human Activity Recognition Framework Based on Contrastive Learning
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inferred← citeshttps://doi.org/10.1002/cpe.70139openalex-snapshot
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inferred← citeshttps://doi.org/10.1002/cpe.70187openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/s13198-025-03027-5openalex-snapshot
Optimization of music teaching model based on video image semantic analysis and retrieval
inferred← citeshttps://doi.org/10.1007/s44163-026-02157-4openalex-snapshot
A systematic review of AI powered adaptive smart home security using multimodal sensor fusion edge intelligence and privacy preserving architectures
inferred← citeshttps://doi.org/10.1016/j.inffus.2025.103397openalex-snapshot
A self-supervised multimodal framework for 1D physiological data fusion in remote health monitoring
inferred← citeshttps://doi.org/10.1016/j.ins.2025.122570openalex-snapshot
DecKG: Decentralized collaborative learning with knowledge graph enhancement for POI recommendation
inferred← citeshttps://doi.org/10.1109/swc65939.2025.00124openalex-snapshot
Multipath Attention-UNet for Multimodal Prostate Image Segmentation
inferred← citeshttps://doi.org/10.1109/tmc.2026.3656490openalex-snapshot
RFusion: Dynamic Multimodal RF Fusion for Few-Shot Human Activity Recognition
inferred← citeshttps://doi.org/10.1142/s0219843626400256openalex-snapshot
A Cross-Modal Consistency Constraint-Based Method for Adversarial Attack Detection and Robust Representation Learning in Embodied Perception
inferred← citeshttps://doi.org/10.2139/ssrn.7438622openalex-snapshot
DualView-ISAC: Cross-View Self-Supervised Signal Representation Learning from Communication CSI and Radar Echoes
inferred← citeshttps://doi.org/10.2139/ssrn.7597392openalex-snapshot
Identity-Leakage-Aware Adaptive Facial Anonymization for Privacy-Preserving Multimodal Human Activity Recognition
inferred← citeshttps://doi.org/10.23919/eusipco63237.2025.11226671openalex-snapshot
Fusion of Handcrafted and Deep-Learned Cardiorespiratory Features for Breathing Pattern Classification
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