GRAWA: Gradient-based Weighted Averaging for Distributed Training of Deep Learning Modelsby Tolga Dimlioglu, Anna ChoromanskaFirst…
HeteroSwitch: Characterizing and Taming System-Induced Data Heterogeneity in Federated Learningby Gyudong Kim, Mehdi Ghasemi, Soroush…
Knockoff-Guided Feature Selection via A Single Pre-trained Reinforced Agentby Xinyuan Wang, Dongjie Wang, Wangyang Ying,…
A&B BNN: Add&Bit-Operation-Only Hardware-Friendly Binary Neural Networkby Ruichen Ma, Guanchao Qiao, Yian Liu, Liwei Meng,…
Feature Selection as Deep Sequential Generative Learningby Wangyang Ying, Dongjie Wang, Haifeng Chen, Yanjie FuFirst…
Sculpting Molecules in Text-3D Space: A Flexible Substructure Aware Framework for Text-Oriented Molecular Optimizationby Kaiwei…
Inverse-Free Fast Natural Gradient Descent Method for Deep Learningby Xinwei Ou, Ce Zhu, Xiaolin Huang,…
Knowledge-guided EEG Representation Learningby Aditya Kommineni, Kleanthis Avramidis, Richard Leahy, Shrikanth NarayananFirst submitted to arxiv…
DINOv2 based Self Supervised Learning For Few Shot Medical Image Segmentationby Lev Ayzenberg, Raja Giryes,…
Exact Enforcement of Temporal Continuity in Sequential Physics-Informed Neural Networksby Pratanu Roy, Stephen CastonguayFirst submitted…