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