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Articles

Robustness preserving fine-tuning using neuron importance

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By Guangrui Li, Rahul Duggal, Aaditya Singh
| Amazon Science
Robust fine-tuning aims to adapt a vision-language model to downstream tasks while preserving its zero-shot capabilities on unseen data. Recent studies have introduced fine-tuning strategies to improve in-distribution (ID) performance on the downstream tasks while minimizing deterioration in out-of-distribution (OOD) performance on unseen data.
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Optimal supervised reduction of high dimensional transcription data

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By Richard Bailey, Aisharjya Sarkar, Aaditya Singh, Tamer Kahveci
| ncbi.nlm.nih.gov
Save citation to file Format: Add to My Bibliography Your saved search Name of saved search: Search terms: Frequency: Which day? Which day? Report format: Send at most: Send even when there aren't any new results Optional text in email: Create a file for external citation management software
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