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07/06/2023
Towards Symmetry-Aware Generation of Periodic Materials
We consider the problem of generating periodic materials with deep model...
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02/26/2022
Automated Data Augmentations for Graph Classification
Data augmentations are effective in improving the invariance of learning...
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04/18/2021
Stochastic Optimization of Area Under Precision-Recall Curve for Deep Learning with Provable Convergence
Areas under ROC (AUROC) and precision-recall curves (AUPRC) are common m...
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02/01/2021