To implement the new coreset method, you need to inherit the new method from theCoresetMethodclass and return the selected indices via theselectmethod. classCoresetMethod(object):def__init__(self,dst_train,args,fraction=0.5,random_seed=None,**kwargs):iffraction<=0.0orfraction>1.0:raiseValueError...
Unfortunately, this method is much slower than vanilla training of neural networks since it needs to construct adversarial examples for the entire training data at every iteration. By leveraging the theory of coreset selection, we show how selecting a small subset of training data provides a ...
Here are 16 public repositories matching this topic... Language:All Sort:Most stars PatrickZH/Awesome-Coreset-Selection Star168 Awesome coreset/core-set/subset/sample selection works. deep-learningsubsetcoreset UpdatedJun 30, 2024 dnbaker/minicore ...
Sets use different QCL-TypeD -; and a method for performing selecting at least two of the two or more control resource sets with different QCL-TypeD to monitor at least two physical downlink control channel candidates among the physical downlink control channel candidates, and The device exists....
Specifically, the proposed method enhances image representativeness by utilizing a scene-aware Gaussian mixture with well-established latent space to ensure the selection of the most representative images. Additionally, we integrate flood regularization derived from the Pareto frontiers to reduce coverage ...
Observing that nearest neighbor distance functions as a strong foundation for calculating similarity scores, we propose performing a minimax facility location coreset selection on the raw template (as discussed in Section 3.2), where the resulting CoreTemp is an excerpt of user-representative behavioral...
Observing that nearest neighbor distance functions as a strong foundation for calculating similarity scores, we propose performing a minimax facility location coreset selection on the raw template (as discussed in Section 3.2), where the resulting CoreTemp is an excerpt of user-representative behavioral...