Fast, Precise Myelin Water Quantification using DESS MRI and Kernel Learning. Iterative Document Representation Learning Towards Summarization with Polishing. Unsupervised domain adaptation for medical imaging segmentation with self-ensembling. Sparsity-based Defense against Adversarial Attacks on Linear Classifiers. Gated Fusion Network for Joint …

Distilling Critical Paths in Convolutional Neural Networks. Advancing the State of the Art in Open Domain Dialog Systems through the Alexa Prize. Introducing a hybrid model of DEA and data mining in evaluating efficiency. Case study: Bank Branches. Objects Localisation from Motion with Constraints. Improving CNN Training using Disentanglement for L …

Deep Generative Models for Distribution-Preserving Lossy Compression. Bayesian Deep Learning on a Quantum Computer. TAP-DLND 1.0 : A Corpus for Document Level Novelty Detection. Deep Convolutional AutoEncoder-based Lossy Image Compression. Feature Distillation: DNN-Oriented JPEG Compression Against Adversarial Examples. Conditional Probability Mode …

Relay: A New IR for Machine Learning Frameworks. Off-line vs. On-line Evaluation of Recommender Systems in Small E-commerce. Cold-start recommendations in Collective Matrix Factorization. CornerNet: Detecting Objects as Paired Keypoints. Compact Policies for Fully-Observable Non-Deterministic Planning as SAT. SpiderCNN: Deep Learning on Point Sets …

Learning Contextual Bandits in a Non-stationary Environment. DELIMIT PyTorch - An extension for Deep Learning in Diffusion Imaging. The Tsetlin Machine - A Game Theoretic Bandit Driven Approach to Optimal Pattern Recognition with Propositional Logic. DeepChannel: Salience Estimation by Contrastive Learning for Extractive Document Summarization. Gra …

Accelerated physical emulation of Bayesian inference in spiking neural networks. Are Generative Classifiers More Robust to Adversarial Attacks?. Neural Latent Extractive Document Summarization. Freeform Diffractive Metagrating Design Based on Generative Adversarial Networks. Convolutional neural network-based regression for depth prediction in digi …

Pronunciation Dictionaries for the Alsatian Dialects to Analyze Spelling and Phonetic Variation. Differentiating Phrase Structure Parsing and Memory Retrieval in the Brain. A bidirectional mapping between English and CNF-based reasoners. Shape Reconstruction Using Volume Sweeping and Learned Photoconsistency. Entity-Centric Joint Modeling of Japane …