Learning-based Regularization for Cardiac Strain Analysis with Ability for Domain Adaptation. Object segmentation in depth maps with one user click and a synthetically trained fully convolutional network. Offline Signature Verification by Combining Graph Edit Distance and Triplet Networks. Towards Unsupervised Automatic Speech Recognition Trained b …

Video-based Sign Language Recognition without Temporal Segmentation. Learning Tree Distributions by Hidden Markov Models. GANVO: Unsupervised Deep Monocular Visual Odometry and Depth Estimation with Generative Adversarial Networks. Synthesizing Programs for Images using Reinforced Adversarial Learning. Stochastic Combinatorial Ensembles for Defendi …