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02/11/2023
Cross-Modal Fine-Tuning: Align then Refine
Fine-tuning large-scale pretrained models has led to tremendous progress...
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10/10/2022
Multi-step Planning for Automated Hyperparameter Optimization with OptFormer
As machine learning permeates more industries and models become more exp...
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05/27/2022
AANG: Automating Auxiliary Learning
When faced with data-starved or highly complex end-tasks, it is commonpl...
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09/15/2021
Should We Be Pre-training? An Argument for End-task Aware Training as an Alternative
Pre-training, where models are trained on an auxiliary objective with ab...
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08/25/2021
Auxiliary Task Update Decomposition: The Good, The Bad and The Neutral
While deep learning has been very beneficial in data-rich settings, task...
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12/19/2017
