VirtuosoResearch

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17 repositories

Multitask-learning-reference-repository
Public
Recent papers and projects in multitask Learning, fine-tuning, and their applications
fine-tuning multitask-learning
1•9•0•2•Updated Dec 14, 2024Dec 14, 2024
ML4RoadSafety
Public
A dataset for traffic accident analysis in the US
traffic-analysis dataset road-safety graph-neural-networks
Python
•1•20•2•0•Updated Dec 9, 2024Dec 9, 2024
ScalableMTL
Public
A scalable task grouping method using linearized estimation of task affinity scores
Python
•0•7•0•0•Updated Nov 18, 2024Nov 18, 2024
Scalable-finetuning
Public
A scalable algorithm for fine-tuning LMs on multiple data sources
language-models fine-tuning
Python
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MIT License
•0•4•0•0•Updated Nov 17, 2024Nov 17, 2024
virtuosoresearch.github.io
Public
group website
html react-app
TypeScript
•0•0•0•0•Updated Oct 25, 2024Oct 25, 2024
Noise-stability-optimization
Public
A Hessian-based regularization approach for finding flat minima
Python
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MIT License
•0•6•0•0•Updated Sep 16, 2024Sep 16, 2024
Tree-data-augmentation
Public
A top-down search algorithm to construct tree-structured composition of data augmentation
Python
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MIT License
•1•1•0•0•Updated Jun 19, 2024Jun 19, 2024
Generating-project-summaries
Public
Python
•0•3•0•0•Updated Mar 28, 2024Mar 28, 2024
DeepFake-Detection
Public
0•3•0•0•Updated Dec 16, 2023Dec 16, 2023
Robust-Fine-Tuning
Public
Measuring generalization properties of fine-tuning using Hessian
deep-neural-networks deep-learning hessian fine-tuning sharpness
Python
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MIT License
•0•8•0•0•Updated Sep 24, 2023Sep 24, 2023
Task-Modeling
Public
Modeling task relationships with surrogate modeling
weak-supervision multitask-learning datamodels
Python
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MIT License
•1•8•0•0•Updated Sep 24, 2023Sep 24, 2023
Boosting-multitask-learning-on-graphs
Public
A boosting procedure for multitask learning on graph-structured data
boosting multitask-learning graph-neural-networks
Python
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MIT License
•1•12•0•0•Updated Sep 24, 2023Sep 24, 2023
Generalization-in-graph-neural-networks
Public
Measuring generalization properties of graph neural networks
hessian fine-tuning graph-neural-networks generalization-gap message-passing-neural-network
Python
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MIT License
•1•14•0•0•Updated Jun 13, 2023Jun 13, 2023
Designing-Intervention-on-Mobility-Networks
Public
Mitigating epidemic spread with mobility network modeling
centrality-measures covid-19 mobility-networks frank-wolfe-method
Python
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MIT License
•0•3•0•0•Updated Mar 21, 2023Mar 21, 2023
Distribution-Shifts-in-CMNIST
Public
domain-generalization distribution-shift out-of-distribution-generalization
Python
•0•2•0•0•Updated Dec 13, 2022Dec 13, 2022
Regularized-Self-Labeling
Public
A regularized self-labeling approach to improve the generalization and robustness of fine-tuned models
pytorch fine-tuning noisy-labels
Python
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MIT License
•1•27•1•0•Updated Jun 7, 2022Jun 7, 2022
BERT-Fine-Tuning
Public
A primer of transformer models and fine-tuning on language tasks
pytorch fine-tuning bert-model
Python
•0•2•0•0•Updated Dec 14, 2021Dec 14, 2021