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02/02/2023
CLIPood: Generalizing CLIP to Out-of-Distributions
Out-of-distribution (OOD) generalization, where the model needs to handl...
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06/08/2022
Hub-Pathway: Transfer Learning from A Hub of Pre-trained Models
Transfer learning aims to leverage knowledge from pre-trained models to ...
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01/15/2022
Transferability in Deep Learning: A Survey
The success of deep learning algorithms generally depends on large-scale...
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10/14/2021
Omni-Training for Data-Efficient Deep Learning
Learning a generalizable deep model from a few examples in a short time ...
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06/29/2021
Zoo-Tuning: Adaptive Transfer from a Zoo of Models
With the development of deep networks on various large-scale datasets, a...
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04/08/2021