Nokia Bell Labs

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14 repositories

data-channel-extension
Public
DEX: Data Channel Extension for Efficient CNN Inference on Tiny AI Accelerators
machine-learning artificial-intelligence artificial-neural-networks convolutional-neural-networks on-device-ml on-device-ai ai-accelerators tiny-ai-accelerators
Jupyter Notebook
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Other
•1•3•0•0•Updated Dec 16, 2024Dec 16, 2024
papagei-foundation-model
Public
PaPaGei: Open Foundation Models for Optical Physiological Signals
healthcare photoplethysmography wearable-devices ubiquitous-computing self-supervised-learning human-sensing contrastive-learning ppg-signal foundation-models
Python
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BSD 3-Clause "New" or "Revised" License
•5•40•1•0•Updated Dec 12, 2024Dec 12, 2024
pretrained-imu-encoders
Public
Official Repo for PRIMUS: Pretraining IMU Encoders with Multimodal Self-Supervision
Python
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BSD 3-Clause Clear License
•0•3•0•0•Updated Dec 5, 2024Dec 5, 2024
zkstream
Public
Repository for the artifact accompanying our paper "zkStream: a Framework for Trustworthy Stream Processing".
Rust
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BSD 3-Clause Clear License
•3•6•0•0•Updated Dec 3, 2024Dec 3, 2024
MASA_tools_for_IVAS
Public
C
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Other
•0•1•0•0•Updated Nov 25, 2024Nov 25, 2024
audio-class-discovery
Public
Python
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BSD 3-Clause Clear License
•0•3•0•0•Updated Nov 11, 2024Nov 11, 2024
kaizen
Public
(WACV'24) Kaizen: Practical self-supervised continual learning with continual fine-tuning
vision fine-tuning continual-learning self-supervised-learning pre-training
Python
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BSD 3-Clause Clear License
•1•12•0•0•Updated Oct 29, 2024Oct 29, 2024
olp-gnn
Public
Python
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BSD 3-Clause Clear License
•1•7•0•0•Updated Jul 5, 2024Jul 5, 2024
tee-duet
Public
Python
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BSD 3-Clause Clear License
•1•5•0•0•Updated Jun 26, 2024Jun 26, 2024
proof-as-a-service
Public
C++
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BSD 3-Clause Clear License
•3•5•0•0•Updated Jun 24, 2024Jun 24, 2024
SSLfairness
Public
(KDD’24) Using Self-Supervised Learning Can Improve Model Fairness.
ai ml self-supervised-learning
Jupyter Notebook
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BSD 3-Clause Clear License
•1•12•0•0•Updated Jun 5, 2024Jun 5, 2024
data-centric-federated-learning
Public
Enhancing Efficiency in Multidevice Federated Learning through Data Selection
machine-learning flower wearable-devices edge-computing data-selection wearable-computing federated-learning split-learning data-centric-ai data-centric-machine-learning
Python
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BSD 3-Clause Clear License
•3•13•0•0•Updated Apr 15, 2024Apr 15, 2024
CroSSL
Public
(WSDM'24) Cross-modal Self-Supervised Learning for Time-series through Latent Masking
timeseries biosignals multimodal-learning self-supervised-learning latent-masking
Python
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BSD 3-Clause Clear License
•3•17•1•0•Updated Feb 20, 2024Feb 20, 2024
salted-dnns
Public
(HotMobile'24) Salted Inference: Enhancing Privacy while Maintaining Efficiency of Split Inference in Mobile Computing
Python
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BSD 3-Clause "New" or "Revised" License
•0•14•0•0•Updated Jan 22, 2024Jan 22, 2024