Cover Image

MuJo: Multimodal Joint Feature Space Learning for Human Activity Recognition

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Fritsch, Stefan Gerd, Oguz, Cennet, Rey, Vitor Fortes, Ray, Lala, Kiefer-Emmanouilidis, Maximilian, Lukowicz, Paul
Format:	Preprint
Published:	2024
Subjects:	Machine Learning Computation and Language Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Sensor Data Augmentation from Skeleton Pose Sequences for Improving Human Activity Recognition
by: Zolfaghari, Parham, et al.
Published: (2024)

TxP: Reciprocal Generation of Ground Pressure Dynamics and Activity Descriptions for Improving Human Activity Recognition
by: Ray, Lala Shakti Swarup, et al.
Published: (2025)

Enhancing Inertial Hand based HAR through Joint Representation of Language, Pose and Synthetic IMUs
by: Rey, Vitor Fortes, et al.
Published: (2024)

Quantum-inspired Embeddings Projection and Similarity Metrics for Representation Learning
by: Kankeu, Ivan, et al.
Published: (2025)

Boosting Classification with Quantum-Inspired Augmentations
by: Tschöpe, Matthias, et al.
Published: (2025)

QuKAN: A Quantum Circuit Born Machine approach to Quantum Kolmogorov Arnold Networks
by: Werner, Yannick, et al.
Published: (2025)

ChairPose: Pressure-based Chair Morphology Grounded Sitting Pose Estimation through Simulation-Assisted Training
by: Ray, Lala Shakti Swarup, et al.
Published: (2025)

PIM: Physics-Informed Multi-task Pre-training for Improving Inertial Sensor-Based Human Activity Recognition
by: Nshimyimana, Dominique, et al.
Published: (2025)

TinierHAR: Towards Ultra-Lightweight Deep Learning Models for Efficient Human Activity Recognition on Edge Devices
by: Bian, Sizhen, et al.
Published: (2025)

No Scratch Quantum Computing by Reducing Qubit Overhead for Efficient Arithmetics
by: Faizy, Omid, et al.
Published: (2025)

Text me the data: Generating Ground Pressure Sequence from Textual Descriptions for HAR
by: Ray, Lala Shakti Swarup, et al.
Published: (2024)

OpenMarcie: Dataset for Multimodal Action Recognition in Industrial Environments
by: Bello, Hymalai, et al.
Published: (2026)

iMove: Exploring Bio-impedance Sensing for Fitness Activity Recognition
by: Liu, Mengxi, et al.
Published: (2024)

KAN-MLP-Mixer: A comprehensive investigation of the usage of Kolmogorov-Arnold Networks (KANs) for improving IMU-based Human Activity Recognition
by: Liu, Mengxi, et al.
Published: (2026)

Unsupervised Statistical Feature-Guided Diffusion Model for Sensor-based Human Activity Recognition
by: Zuo, Si, et al.
Published: (2023)

Collaborative Human Activity Recognition with Passive Inter-Body Electrostatic Field
by: Bian, Sizhen, et al.
Published: (2025)

OV-HHIR: Open Vocabulary Human Interaction Recognition Using Cross-modal Integration of Large Language Models
by: Ray, Lala Shakti Swarup, et al.
Published: (2024)

W2W: A Simulated Exploration of IMU Placement Across the Human Body for Designing Smarter Wearable
by: Ray, Lala Shakti Swarup, et al.
Published: (2025)

Combining Human-centred Explainability and Explainable AI
by: Koch, Janin, et al.
Published: (2025)

Strategies and Challenges of Efficient White-Box Training for Human Activity Recognition
by: Geissler, Daniel, et al.
Published: (2024)

DisQu: Investigating the Impact of Disorder in Quantum Generative Models
by: Werner, Yannick, et al.
Published: (2024)

Foundation Models Defining A New Era In Sensor-based Human Activity Recognition: A Survey And Outlook
by: Bian, Sizhen, et al.
Published: (2026)

CaptAinGlove: Capacitive and Inertial Fusion-Based Glove for Real-Time on Edge Hand Gesture Recognition for Drone Control
by: Bello, Hymalai, et al.
Published: (2023)

Unreflected Acceptance -- Investigating the Negative Consequences of ChatGPT-Assisted Problem Solving in Physics Education
by: Krupp, Lars, et al.
Published: (2023)

Beyond Confusion: A Fine-grained Dialectical Examination of Human Activity Recognition Benchmark Datasets
by: Geissler, Daniel, et al.
Published: (2024)

GenAI Assisting Medical Training
by: Fritsch, Stefan, et al.
Published: (2024)

JoVA: Unified Multimodal Learning for Joint Video-Audio Generation
by: Huang, Xiaohu, et al.
Published: (2025)

A Synthetic Benchmarking Pipeline to Compare Camera Calibration Algorithms
by: Ray, Lala Shakti Swarup, et al.
Published: (2023)

Embedded Inter-Subject Variability in Adversarial Learning for Inertial Sensor-Based Human Activity Recognition
by: Calatrava-Nicolás, Francisco M., et al.
Published: (2026)

Hybrid CNN-Dilated Self-attention Model Using Inertial and Body-Area Electrostatic Sensing for Gym Workout Recognition, Counting, and User Authentification
by: Bian, Sizhen, et al.
Published: (2025)

Initial Findings on Sensor based Open Vocabulary Activity Recognition via Text Embedding Inversion
by: Ray, Lala Shakti Swarup, et al.
Published: (2025)

On the Generalization Limits of Quantum Generative Adversarial Networks with Pure State Generators
by: Frkatovic, Jasmin, et al.
Published: (2025)

Body-Area Capacitive or Electric Field Sensing for Human Activity Recognition and Human-Computer Interaction: A Comprehensive Survey
by: Bian, Sizhen, et al.
Published: (2024)

Origami Single-end Capacitive Sensing for Continuous Shape Estimation of Morphing Structures
by: Ray, Lala Shakti Swarup, et al.
Published: (2023)

Benefiting from Quantum? A Comparative Study of Q-Seg, Quantum-Inspired Techniques, and U-Net for Crack Segmentation
by: Srinivasan, Akshaya, et al.
Published: (2024)

SPECTRA: An Efficient Spectral-Informed Neural Network for Sensor-Based Activity Recognition
by: Gurung, Deepika, et al.
Published: (2026)

SImpHAR: Advancing impedance-based human activity recognition using 3D simulation and text-to-motion models
by: Ray, Lala Shakti Swarup, et al.
Published: (2025)

JoIN: Joint GANs Inversion for Intrinsic Image Decomposition
by: Shah, Viraj, et al.
Published: (2023)

FieldHAR: A Fully Integrated End-to-end RTL Framework for Human Activity Recognition with Neural Networks from Heterogeneous Sensors
by: Liu, Mengxi, et al.
Published: (2023)

SONAR-SLT: Multilingual Sign Language Translation via Language-Agnostic Sentence Embedding Supervision
by: Hamidullah, Yasser, et al.
Published: (2025)