The winners of the Carvana challenge wrote up a paper and published their code on github, which includes vgg11, vgg16 and resnet34 based unet architectures.
TernausNet: U-Net with VGG11 Encoder Pre-Trained on ImageNet for Image Segmentation
TernausNet
MICCAI 2017 Robotic Instrument Segmentation