Aaqib Saeed

Pattern Recognit. Lett., January, 2024

PedSleepMAE: Generative Model for Multimodal Pediatric Sleep Signals.

[BibT_eX]

[DOI]

Saurav R. Pandey

CoRR, 2024

Electrocardiogram-Language Model for Few-Shot Question Answering with Meta Learning.

[BibT_eX]

[DOI]

CoRR, 2024

RespLLM: Unifying Audio and Text with Multimodal LLMs for Generalized Respiratory Health Prediction.

[BibT_eX]

[DOI]

CoRR, 2024

C-MELT: Contrastive Enhanced Masked Auto-Encoders for ECG-Language Pre-Training.

[BibT_eX]

[DOI]

Manh Pham

Dong Ma

CoRR, 2024

Electrocardiogram Report Generation and Question Answering via Retrieval-Augmented Self-Supervised Modeling.

[BibT_eX]

[DOI]

CoRR, 2024

Collaboratively Learning Federated Models from Noisy Decentralized Data.

[BibT_eX]

[DOI]

CoRR, 2024

A collection of the accepted papers for the Human-Centric Representation Learning workshop at AAAI 2024.

[BibT_eX]

[DOI]

CoRR, 2024

Learning under Label Noise through Few-Shot Human-in-the-Loop Refinement.

[BibT_eX]

[DOI]

CoRR, 2024

Communication-Efficient Federated Learning Through Adaptive Weight Clustering And Server-Side Distillation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2024

Federated Learning with a Single Shared Image.

[BibT_eX]

[DOI]

Sunny Soni

Yuki M. Asano

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

Federated Fine-Tuning of Foundation Models via Probabilistic Masking.

[BibT_eX]

[DOI]

Yuki Asano

CoRR, 2023

Plug-and-Play Multilingual Few-shot Spoken Words Recognition.

[BibT_eX]

[DOI]

CoRR, 2023

The Augmented Image Prior: Distilling 1000 Classes by Extrapolating from a Single Image.

[BibT_eX]

[DOI]

Yuki M. Asano

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Active Learning of non-Semantic Speech Tasks with Pretrained models.

[BibT_eX]

[DOI]

Andrea L. Bertozzi

Proceedings of the IEEE International Conference on Acoustics, 2023

On Out-of-Distribution Detection for Audio with Deep Nearest Neighbors.

[BibT_eX]

[DOI]

Zaharah Allah Bukhsh

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

Federated Self-training for Semi-supervised Audio Recognition.

[BibT_eX]

[DOI]

ACM Trans. Embed. Comput. Syst., November, 2022

COCOA: Cross Modality Contrastive Learning for Sensor Data.

[BibT_eX]

[DOI]

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2022

Federated Learning with Noisy Labels.

[BibT_eX]

[DOI]

CoRR, 2022

Pediatric Sleep Scoring In-the-wild from Millions of Multi-channel EEG Signals.

[BibT_eX]

[DOI]

CoRR, 2022

Beyond Just Vision: A Review on Self-Supervised Representation Learning on Multimodal and Temporal Data.

[BibT_eX]

[DOI]

CoRR, 2022

Binary Early-Exit Network for Adaptive Inference on Low-Resource Devices.

[BibT_eX]

[DOI]

Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022

Federated Self-Training for Data-Efficient Audio Recognition.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2022

2021

Damage detection using in-domain and cross-domain transfer learning.

[BibT_eX]

[DOI]

Zaharah Allah Bukhsh

Nils Jansen

Neural Comput. Appl., 2021

Federated Self-Supervised Learning of Multisensor Representations for Embedded Intelligence.

[BibT_eX]

[DOI]

IEEE Internet Things J., 2021

LumNet: Learning to Estimate Vertical Visual Field Luminance for Adaptive Lighting Control.

[BibT_eX]

[DOI]

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2021

Extrapolating from a Single Image to a Thousand Classes using Distillation.

[BibT_eX]

[DOI]

Yuki M. Asano

CoRR, 2021

Consistency Training of Multi-exit Architectures for Sensor Data.

[BibT_eX]

[DOI]

CoRR, 2021

ProcessTransformer: Predictive Business Process Monitoring with Transformer Network.

[BibT_eX]

[DOI]

Zaharah Allah Bukhsh

Remco M. Dijkman

CoRR, 2021

Hierarchical Classification and Transfer Learning to Recognize Head Gestures and Facial Expressions Using Earbuds.

[BibT_eX]

[DOI]

Proceedings of the ICMI '21: International Conference on Multimodal Interaction, 2021

Contrastive Learning of General-Purpose Audio Representations.

[BibT_eX]

[DOI]

David Grangier

Neil Zeghidour

Proceedings of the IEEE International Conference on Acoustics, 2021

Learning From Heterogeneous Eeg Signals with Differentiable Channel Reordering.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2021

2020

Sense and Learn: Self-Supervision for Omnipresent Sensors.

[BibT_eX]

[DOI]

Victor Ungureanu

Beat Gfeller

CoRR, 2020

Federated Self-Supervised Learning of Multi-Sensor Representations for Embedded Intelligence.

[BibT_eX]

[DOI]

CoRR, 2020

Towards federated unsupervised representation learning.

[BibT_eX]

[DOI]

Bram van Berlo

Proceedings of the 3rd International Workshop on Edge Systems, Analytics and Networking, 2020

Multi-sensor data augmentation for robust sensing.

[BibT_eX]

[DOI]

Proceedings of the 2020 International Conference on Omni-layer Intelligent Systems, 2020

2019

Multi-task Self-Supervised Learning for Human Activity Detection.

[BibT_eX]

[DOI]

Johan Lukkien

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2019

End-to-End Multi-Modal Behavioral Context Recognition in a Real-Life Setting.

[BibT_eX]

[DOI]

Proceedings of the 22th International Conference on Information Fusion, 2019

2018

Synthesizing and Reconstructing Missing Sensory Modalities in Behavioral Context Recognition.

[BibT_eX]

[DOI]

Johan Lukkien

Sensors, 2018

Learning behavioral context recognition with multi-stream temporal convolutional networks.

[BibT_eX]

[DOI]

CoRR, 2018

Model Adaptation and Personalization for Physiological Stress Detection.

[BibT_eX]

[DOI]

Proceedings of the 5th IEEE International Conference on Data Science and Advanced Analytics, 2018

2017

Personalized Driver Stress Detection with Multi-task Neural Networks using Physiological Signals.

[BibT_eX]

[DOI]

Stojan Trajanovski

CoRR, 2017

Deep Physiological Arousal Detection in a Driving Simulator Using Wearable Sensors.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Data Mining Workshops, 2017

2016

#WhoAmI in 160 Characters? Classifying Social Identities Based on Twitter Profile Descriptions.

[BibT_eX]

[DOI]

Anna Priante

Djoerd Hiemstra

Tijs A. van den Broek