Semi-Supervised Deep Metrics for Image Registration. Thermal to Visible Synthesis of Face Images using Multiple Regions. Online Decomposition of Compressive Streaming Data Using $n$-$\ell_1$ Cluster-Weighted Minimization. On the Ambiguity of Registration Uncertainty. Improving Nighttime Retrieval-Based Localization. Integrating Weakly Supervised Wo …

Ranking CGANs: Subjective Control over Semantic Image Attributes. A Non-Technical Survey on Deep Convolutional Neural Network Architectures. Attention-Aware Generative Adversarial Networks (ATA-GANs). One Network to Solve All ROIs: Deep Learning CT for Any ROI using Differentiated Backprojection. Efficient sampling for Gaussian linear regression wi …

Functional Gradient Boosting based on Residual Network Perception. An Improved Deep Belief Network Model for Road Safety Analyses. A Novel Predictive-Coding-Inspired Variational RNN Model for Online Prediction and Recognition. Large-Scale Sparse Inverse Covariance Estimation via Thresholding and Max-Det Matrix Completion. Improving the Privacy and …

Multi-Strategy Coevolving Aging Particle Optimization. Latent Space Non-Linear Statistics. CactusNets: Layer Applicability as a Metric for Transfer Learning. Projection-Free Online Optimization with Stochastic Gradient: From Convexity to Submodularity. Graph Convolutions on Spectral Embeddings: Learning of Cortical Surface Data. Deceptive Games. Si …

Training Deep AutoEncoders for Recommender Systems. Variational Inference and Deep Generative Models. Using Word Vectors to Improve Word Alignments for Low Resource Machine Translation. Visually Guided Spatial Relation Extraction from Text. Manzanilla: An Image Annotation Tool for TKB Building. Cross-Modal Ranking with Soft Consistency and Noisy La …

RefocusGAN: Scene Refocusing using a Single Image. Non-monotone Submodular Maximization in Exponentially Fewer Iterations. ML-LocNet: Improving Object Localization with Multi-view Learning Network. Iterative Language Model Adaptation for Indo-Aryan Language Identification. Towards a Formal Description of NPI-licensing Patterns. Improving Optimizati …

An Empirical Study of Machine Translation for the Shared Task of WMT18. The RWTH Aachen University English-German and German-English Unsupervised Neural Machine Translation Systems for WMT 2018. Adaptive Path-Integral Autoencoders: Representation Learning and Planning for Dynamical Systems. Developing New Linguistic Resources and Tools for the Gali …