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Fine-tuning multimodal models using parallel split learning.
Python
7
Communication-efficient federated fine-tuning of vision foundation models through compressed binary masks.
Python
1
Functional encryption for federated learning with weight clustering and probabilistic filters.
Python
1
Domain Adaptive Pretraining in Split Learning for Vision Foundation Models
Python
1
Communication-Efficient Federated Learning via Transferring Codebooks
Python
1
Federated Self-training for Semi-supervised Audio Recognition
Python
1
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Showing 10 of 17 repositories
.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 Nov 11, 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 22, 2026
Nousphera/nousphera.github.io's past year of commit activity
HTML
1
0
0
0
Updated Oct 21, 2026
AE-PSL
Public
Communication-efficient parallel split learning with aligned autoencoders.
Nousphera/AE-PSL's past year of commit activity
Python
2
MIT
1
0
0
Updated Oct 21, 2026
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
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
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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