15 citations · 25 across the 2 of their papers we have counts for
2 papers
eess.IV2021★ 10 cited
Memory Efficient 3D U-Net with Reversible Mobile Inverted Bottlenecks for Brain Tumor Segmentation
Mihir Pendse, Vithursan Thangarasa, Vitaliy Chiley +3
We propose combining memory saving techniques with traditional U-Net architectures to increase the complexity of the models on the Brain Tumor Segmentation (BraTS) challenge. The B…
cs.LG2020★ 15 cited
Stochastic Weight Averaging in Parallel: Large-Batch Training that Generalizes Well
Vipul Gupta, Santiago Akle Serrano, Dennis DeCoste
We propose Stochastic Weight Averaging in Parallel (SWAP), an algorithm to accelerate DNN training. Our algorithm uses large mini-batches to compute an approximate solution quickly…