Fast Maximum Likelihood estimation via Equilibrium Expectation for Large Network Data. Domain Adaptive Segmentation in Volume Electron Microscopy Imaging. Shield: Fast, Practical Defense and Vaccination for Deep Learning using JPEG Compression. FeTa: A DCA Pruning Algorithm with Generalization Error Guarantees. Ask No More: Deciding when to guess i …

Unsupervised brain lesion segmentation from MRI using a convolutional autoencoder. MIDI-VAE: Modeling Dynamics and Instrumentation of Music with Applications to Style Transfer. GD-GAN: Generative Adversarial Networks for Trajectory Prediction and Group Detection in Crowds. Optimizing Channel Selection for Seizure Detection. Understanding and correc …