PatchAlign:Fair and Accurate Skin Disease Image Classification by Alignment with Clinical Labelsby Aayushman, Hemanth Gaddey,…
BBS: Bi-directional Bit-level Sparsity for Deep Learning Accelerationby Yuzong Chen, Jian Meng, Jae-sun Seo, Mohamed…
Component Fourier Neural Operator for Singularly Perturbed Differential Equationsby Ye Li, Ting Du, Yiwen Pang,…
FreeAugment: Data Augmentation Search Across All Degrees of Freedomby Tom Bekor, Niv Nayman, Lihi Zelnik-ManorFirst…
CubicML: Automated ML for Large ML Systems Co-design with ML Prediction of Performanceby Wei Wen,…
Enhancing Deep Learning with Optimized Gradient Descent: Bridging Numerical Methods and Neural Network Trainingby Yuhan…
A Comprehensive Survey on Evidential Deep Learning and Its Applicationsby Junyu Gao, Mengyuan Chen, Liangyu…
WarpAdam: A new Adam optimizer based on Meta-Learning approachby Chengxi Pan, Junshang Chen, Jingrui YeFirst…
Neural Entropyby Akhil PremkumarFirst submitted to arxiv on: 5 Sep 2024CategoriesMain: Machine Learning (cs.LG)Secondary: Statistical…
A DNN Biophysics Model with Topological and Electrostatic Featuresby Elyssa Sliheet, Md Abu Talha, Weihua…