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@Nousphera

Noösphere

Efficient, collaborative and trustworthy machine learning. Research code, papers and project pages.
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Noösphere. Intelligence, closer to the edge. Learn together. Adapt efficiently. Build trust.

Noösphere projects   ·   Personal website   ·   19 GitHub stars across 15 public project repositories

Highlighted Research Projects

Foundation Models; Efficient Collaborative Learning; Trustworthy Learning; Speech and Audio

Open MPSL · Foundation Models MPSL code repositoryRead MPSL paper Open DeltaMask · Foundation Models DeltaMask code repositoryRead DeltaMask paper Open MaTU · Foundation Models MaTU code repositoryRead MaTU paper Open SDAPT · Foundation Models Open AE-PSL · Efficient Collaborative Learning AE-PSL code repositoryRead AE-PSL paper Open FedCompress · Efficient Collaborative Learning FedCompress code repositoryRead FedCompress paper Open FedCode · Efficient Collaborative Learning FedCode code repositoryRead FedCode paper Open FedLN · Trustworthy Learning FedLN code repositoryRead FedLN paper Open EncCluster · Trustworthy Learning EncCluster code repositoryRead EncCluster paper Open EFU · Trustworthy Learning EFU code repositoryRead EFU paper Open FedSTAR · Speech and Audio FedSTAR code repositoryRead FedSTAR paper Open FedSER · Speech and Audio FedSER code repositoryRead FedSER paper

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  1. MPSL MPSL Public

    Fine-tuning multimodal models using parallel split learning.

    Python 7

  2. DeltaMask DeltaMask Public

    Communication-efficient federated fine-tuning of vision foundation models through compressed binary masks.

    Python 1

  3. EncCluster EncCluster Public

    Functional encryption for federated learning with weight clustering and probabilistic filters.

    Python 1

  4. SDAPT SDAPT Public

    Domain Adaptive Pretraining in Split Learning for Vision Foundation Models

    Python 1

  5. FedCode FedCode Public

    Communication-Efficient Federated Learning via Transferring Codebooks

    Python 1

  6. FedSTAR FedSTAR Public

    Federated Self-training for Semi-supervised Audio Recognition

    Python 1

Repositories

Showing 10 of 17 repositories
  • EncCluster Public

    Functional encryption for federated learning with weight clustering and probabilistic filters.

    Nousphera/EncCluster's past year of commit activity
    Python 1 Apache-2.0 0 0 0 Updated Oct 21, 2026
  • EFU Public

    Federated unlearning through functional encryption.

    Nousphera/EFU's past year of commit activity
    Python 1 Apache-2.0 0 0 0 Updated Oct 21, 2026
  • SDAPT Public

    Domain Adaptive Pretraining in Split Learning for Vision Foundation Models

    Nousphera/SDAPT's past year of commit activity
    Python 1 MIT 0 0 0 Updated Oct 20, 2026
  • nousphera.github.io Public

    Noosphere webpage

    Nousphera/nousphera.github.io's past year of commit activity
    HTML 1 0 0 0 Updated Oct 20, 2026
  • .github Public

    Research code for collaborative learning, efficient foundation models and trustworthy AI.

    Nousphera/.github's past year of commit activity
    Python 0 Apache-2.0 0 0 0 Updated Oct 20, 2026
  • DA-MLDG Public

    On efficacy of Meta-Learning for Domain Generalization in Speech Emotion Recognition

    Nousphera/DA-MLDG's past year of commit activity
    Python 1 0 0 0 Updated Oct 16, 2026
  • FiBA Public

    On the Effectiveness of Invisible Backdoor Attacks in Federated Learning

    Nousphera/FiBA's past year of commit activity
    Python 0 GPL-3.0 0 0 0 Updated Oct 16, 2026
  • AE_PSL Public

    Communication-efficient parallel split learning with aligned autoencoders.

    Nousphera/AE_PSL's past year of commit activity
    Python 2 MIT 0 0 0 Updated Oct 15, 2026
  • MaTU Public

    Many-task federated fine-tuning through unified task vectors.

    Nousphera/MaTU's past year of commit activity
    Python 1 MIT 0 0 0 Updated Oct 15, 2026
  • FedCode Public

    Communication-Efficient Federated Learning via Transferring Codebooks

    Nousphera/FedCode's past year of commit activity
    Python 1 0 0 0 Updated Oct 15, 2026
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