Learning-Based Dequantization For Image Restoration Against Extremely Poor Illumination. On the Relationship between Data Efficiency and Error for Uncertainty Sampling. End-to-End Learning of Driving Models with Surround-View Cameras and Route Planners. A simple blind-denoising filter inspired by electrically coupled photoreceptors in the retina. O …

Semantic Matching Against a Corpus: New Applications and Methods. Deep Learning for Inferring the Surface Solar Irradiance from Sky Imagery. Exploiting Rich Syntactic Information for Semantic Parsing with Graph-to-Sequence Model. Generative Model for Material Experiments Based on Prior Knowledge and Attention Mechanism. How should a fixed budget of …

A novel graph-based model for hybrid recommendations in cold-start scenarios. On an improvement of LASSO by scaling. Sequential Neural Methods for Likelihood-free Inference. Multi-armed Bandits with Compensation. Unsupervised Identification of Study Descriptors in Toxicology Research: An Experimental Study. CT Super-resolution GAN Constrained by th …

Fast Exact Computation of Expected HyperVolume Improvement. Weakly supervised collective feature learning from curated media. External Patch-Based Image Restoration Using Importance Sampling. Context-aware Synthesis for Video Frame Interpolation. WikiAtomicEdits: A Multilingual Corpus of Wikipedia Edits for Modeling Language and Discourse. Cross-Do …

Textual Entailment based Question Generation. One vs. Many QA Matching with both Word-level and Sentence-level Attention Network. The University of Texas System Submission for the Code-Switching Workshop Shared Task 2018. Reconstruction-based Pairwise Depth Dataset for Depth Image Enhancement Using CNN. Combining Quality Estimation and Automatic Po …

Linguistic Resources for Phrasal Verb Identification. Viewpoint-Aware Attentive Multi-View Inference for Vehicle Re-Identification. Extracting In-domain Training Corpora for Neural Machine Translation Using Data Selection Methods. A Hybrid l1-l0 Layer Decomposition Model for Tone Mapping. STYLUS: A Resource for Systematically Derived Language Usage …

Burst Image Deblurring Using Permutation Invariant Convolutional Neural Networks. Automated Paraphrase Lattice Creation for HyTER Machine Translation Evaluation. Speed Reading: Learning to Read ForBackward via Shuttle. Textual Deconvolution Saliency (TDS) : a deep tool box for linguistic analysis. Text Mining for History: first steps on building a …