Nonsparse learning with latent variables. Image Reconstruction using Matched Wavelet Estimated from Data Sensed Compressively using Partial Canonical Identity Matrix. Interactive Music Generation with Positional Constraints using Anticipation-RNNs. Adversarial Feature Augmentation for Unsupervised Domain Adaptation. Deep Domain Adaptation by Geodes …

RON: Reverse Connection with Objectness Prior Networks for Object Detection. Recent Trends in Deep Learning Based Natural Language Processing. Causal Effect Inference with Deep Latent-Variable Models. Joint Maximum Purity Forest with Application to Image Super-Resolution. Deep Value Networks Learn to Evaluate and Iteratively Refine Structured Outpu …

A Critique of a Critique of Word Similarity Datasets: Sanity Check or Unnecessary Confusion?. On parameters transformations for emulating sparse priors using variational-Laplace inference. On the Relevance of Auditory-Based Gabor Features for Deep Learning in Automatic Speech Recognition. Real-Time Optical flow-based Video Stabilization for Unmanne …

Linear-Complexity Exponentially-Consistent Tests for Universal Outlying Sequence Detection. Exact tensor completion with sum-of-squares. Guided Co-training for Large-Scale Multi-View Spectral Clustering. Deep Learning Interior Tomography for Region-of-Interest Reconstruction. Constraints, Lazy Constraints, or Propagators in ASP Solving: An Empirica …

Graph Centrality Measures for Boosting Popularity-Based Entity Linking. An efficient quantum algorithm for generative machine learning. Enhanced Quantum Synchronization via Quantum Machine Learning. Quantum autoencoders via quantum adders with genetic algorithms. Quantum machine learning: a classical perspective. Mining Supervisor Evaluation and Pe …

A Tribe Competition-Based Genetic Algorithm for Feature Selection in Pattern Classification. Restoration of Images with Wavefront Aberrations. Automatic Taxonomy Generation - A Use-Case in the Legal Domain. Online Tool Condition Monitoring Based on Parsimonious Ensemble+. Exact Topology Reconstruction of Radial Dynamical Systems with Applications t …

Runtime Analysis of the $(1+(λ,λ))$ Genetic Algorithm on Random Satisfiable 3-CNF Formulas. Identifying Nonlinear 1-Step Causal Influences in Presence of Latent Variables. Fast Causal Inference with Non-Random Missingness by Test-Wise Deletion. Compressive Sensing via Convolutional Factor Analysis. Parallelizing Linear Recurrent Neural Nets Over Se …