Reading Comprehension

Paper Group ANR 1088

January 27, 2020

Convergence Rates of Gradient Descent and MM Algorithms for Generalized Bradley-Terry Models. Geodesic Distance Estimation with Spherelets. Analysis of high-dimensional Continuous Time Markov Chains using the Local Bouncy Particle Sampler. Differentiable Algorithm Networks for Composable Robot Learning. Universal Transforming Geometric Network. Rel …

Paper Group ANR 1089

January 27, 2020

Floor-SP: Inverse CAD for Floorplans by Sequential Room-wise Shortest Path. Learning Modular Safe Policies in the Bandit Setting with Application to Adaptive Clinical Trials. Exploiting Sentential Context for Neural Machine Translation. A unified view on differential privacy and robustness to adversarial examples. A Review on Quantile Regression fo …

Paper Group ANR 1097

January 27, 2020

Reasoning Over Paragraph Effects in Situations. Characterization and Development of Average Silhouette Width Clustering. An Extensible and Personalizable Multi-Modal Trip Planner. On the Adversarial Robustness of Subspace Learning. Fair quantile regression. Generative Guiding Block: Synthesizing Realistic Looking Variants Capable of Even Large Chan …

Paper Group ANR 1134

January 27, 2020

The University of Edinburgh’s Submissions to the WMT19 News Translation Task. A review on Neural Turing Machine. Finite-Sum Smooth Optimization with SARAH. A Learning Framework for Distribution-Based Game-Theoretic Solution Concepts. Common Mode Patterns for Supervised Tensor Subspace Learning. Robust Environmental Sound Recognition with Sparse Key …

Paper Group ANR 1137

January 27, 2020

Porous Lattice-based Transformer Encoder for Chinese NER. Hierarchical Reinforcement Learning for Multi-agent MOBA Game. Evaluation Metrics for Item Recommendation under Sampling. Neural Chinese Named Entity Recognition via CNN-LSTM-CRF and Joint Training with Word Segmentation. Journal Name Extraction from Japanese Scientific News Articles. Occlus …

Paper Group ANR 1176

January 27, 2020

Coordinated Exploration via Intrinsic Rewards for Multi-Agent Reinforcement Learning. Finite Depth and Width Corrections to the Neural Tangent Kernel. Hierarchical Multi-task Deep Neural Network Architecture for End-to-End Driving. Probing Representations Learned by Multimodal Recurrent and Transformer Models. PAC Guarantees for Cooperative Multi-A …

Paper Group ANR 1215

January 27, 2020

Nonparametric Curve Alignment. Privacy Protection in Street-View Panoramas using Depth and Multi-View Imagery. Learning to Discretize: Solving 1D Scalar Conservation Laws via Deep Reinforcement Learning. Gradient Boosted Decision Tree Neural Network. Frustum VoxNet for 3D object detection from RGB-D or Depth images. Quantitative Depth Quality Asses …

Paper Group ANR 1255

January 27, 2020

Provable Smoothness Guarantees for Black-Box Variational Inference. An Adaptive and Fast Convergent Approach to Differentially Private Deep Learning. A Kernel Loss for Solving the Bellman Equation. Incorporating External Knowledge into Machine Reading for Generative Question Answering. Financial Market Directional Forecasting With Stacked Denoising …

Paper Group ANR 1342

January 27, 2020

X-TrainCaps: Accelerated Training of Capsule Nets through Lightweight Software Optimizations. Learning Algorithmic Solutions to Symbolic Planning Tasks with a Neural Computer. Identifying Patient Groups based on Frequent Patterns of Patient Samples. Few-Shot Learning with Embedded Class Models and Shot-Free Meta Training. Mixed-Precision Quantized …

Paper Group ANR 1357

January 26, 2020

SuperGLUE: A Stickier Benchmark for General-Purpose Language Understanding Systems. Continual Learning Using World Models for Pseudo-Rehearsal. Layer Dynamics of Linearised Neural Nets. Locally Differentially Private Minimum Finding. Optimizing Stochastic Gradient Descent in Text Classification Based on Fine-Tuning Hyper-Parameters Approach. A Case …

Paper Group ANR 1362

January 26, 2020

Forecasting Granular Audience Size for Online Advertising. Robustness Certificates Against Adversarial Examples for ReLU Networks. WaLDORf: Wasteless Language-model Distillation On Reading-comprehension. Confederated Machine Learning on Horizontally and Vertically Separated Medical Data for Large-Scale Health System Intelligence. Fusion-supervised …

Paper Group ANR 1374

January 26, 2020

Causal Mechanism Transfer Network for Time Series Domain Adaptation in Mechanical Systems. Augmenting Monte Carlo Dropout Classification Models with Unsupervised Learning Tasks for Detecting and Diagnosing Out-of-Distribution Faults. Select, Answer and Explain: Interpretable Multi-hop Reading Comprehension over Multiple Documents. Reinforcement Lea …

Paper Group ANR 1375

January 26, 2020

Fault Matters: Sensor Data Fusion for Detection of Faults using Dempster-Shafer Theory of Evidence in IoT-Based Applications. A model for a Lindenmayer reconstruction algorithm. Surf at MEDIQA 2019: Improving Performance of Natural Language Inference in the Clinical Domain by Adopting Pre-trained Language Model. Self-Binarizing Networks. Compositio …

Paper Group ANR 1402

January 26, 2020

Test-Time Training for Out-of-Distribution Generalization. Large-scale Tag-based Font Retrieval with Generative Feature Learning. Non-Bayesian Social Learning with Uncertain Models. Text Mining Customer Reviews For Aspect-based Restaurant Rating. Smooth Extrapolation of Unknown Anatomy via Statistical Shape Models. GAN-based Pose-aware Regulation f …

Paper Group ANR 1434

January 26, 2020

A multiscale Laplacian of Gaussian (LoG) filtering approach to pulmonary nodule detection from whole-lung CT scans. Transition-Based Deep Input Linearization. Neural Aspect and Opinion Term Extraction with Mined Rules as Weak Supervision. Interactive Language Learning by Question Answering. City-level Geolocation of Tweets for Real-time Visual Anal …

Paper Group ANR 1549

January 26, 2020

Structured Pruning of Recurrent Neural Networks through Neuron Selection. How to Prove Your Model Belongs to You: A Blind-Watermark based Framework to Protect Intellectual Property of DNN. Modeling question asking using neural program generation. Learning Dependency Structures for Weak Supervision Models. Deep Two-path Semi-supervised Learning for …

Paper Group ANR 1566

January 26, 2020

Enforcing Linearity in DNN succours Robustness and Adversarial Image Generation. Transfer learning enhanced physics informed neural network for phase-field modeling of fracture. Social Behavioral Phenotyping of Drosophila with a2D-3D Hybrid CNN Framework. Quantifying Urban Canopy Cover with Deep Convolutional Neural Networks. Automatic learner summ …

Paper Group ANR 1569

January 26, 2020

Regression and Singular Value Decomposition in Dynamic Graphs. Image retrieval method based on CNN and dimension reduction. Object Detection in Optical Remote Sensing Images: A Survey and A New Benchmark. Towards Robust and Stable Deep Learning Algorithms for Forward Backward Stochastic Differential Equations. Resolving challenges in deep learning- …

Paper Group ANR 1614

January 26, 2020

SWAG: Item Recommendations using Convolutions on Weighted Graphs. Few-shot Learning with Meta Metric Learners. PRINCE: Provider-side Interpretability with Counterfactual Explanations in Recommender Systems. U-Net Training with Instance-Layer Normalization. Pairwise Interactive Graph Attention Network for Context-Aware Recommendation. An Automatic I …

Paper Group ANR 1646

January 25, 2020

Supervised Initialization of LSTM Networks for Fundamental Frequency Detection in Noisy Speech Signals. Application of Fuzzy Clustering for Text Data Dimensionality Reduction. Towards Fair and Decentralized Privacy-Preserving Deep Learning. StartNet: Online Detection of Action Start in Untrimmed Videos. Saliency Prediction on Omnidirectional Images …

Paper Group ANR 1653

January 25, 2020

Explainable AI: Deep Reinforcement Learning Agents for Residential Demand Side Cost Savings in Smart Grids. Neural Machine Reading Comprehension: Methods and Trends. Sparse Coding of Shape Trajectories for Facial Expression and Action Recognition. QuPWM: Feature Extraction Method for MEG Epileptic Spike Detection. An Actor-Critic-Attention Mechanis …

Paper Group ANR 1668

January 25, 2020

Natural Language Generation Challenges for Explainable AI. STG2Seq: Spatial-temporal Graph to Sequence Model for Multi-step Passenger Demand Forecasting. HLT@SUDA at SemEval 2019 Task 1: UCCA Graph Parsing as Constituent Tree Parsing. Multilevel Initialization for Layer-Parallel Deep Neural Network Training. Distributed creation of Machine learning …

Paper Group ANR 1678

January 25, 2020

Content Word-based Sentence Decoding and Evaluating for Open-domain Neural Response Generation. Analysis and Extension of the Evidential Reasoning Algorithm for Multiple Attribute Decision Analysis with Uncertainty. Unsupervised Representation Learning by Predicting Random Distances. A general anomaly detection framework for fleet-based condition m …

Paper Group ANR 1713

January 25, 2020

Multimodal Multitask Representation Learning for Pathology Biobank Metadata Prediction. Evolvability ES: Scalable and Direct Optimization of Evolvability. BUZz: BUffer Zones for defending adversarial examples in image classification. Computing Nonlinear Eigenfunctions via Gradient Flow Extinction. Compression and Localization in Reinforcement Learn …

Paper Group ANR 1715

January 25, 2020

Machine Learning as Ecology. DeepUSPS: Deep Robust Unsupervised Saliency Prediction With Self-Supervision. Understanding the Importance of Single Directions via Representative Substitution. A Self-consistent-field Iteration for Orthogonal Canonical Correlation Analysis. PixelSteganalysis: Pixel-wise Hidden Information Removal with Low Visual Degrad …

Paper Group ANR 1739

January 25, 2020

Unsupervised classification of acoustic emissions from catalogs and fault time-to-failure prediction. GWU NLP Lab at SemEval-2019 Task 3: EmoContext: Effective Contextual Information in Models for Emotion Detection in Sentence-level in a Multigenre Corpus. Enhancing Context Modeling with a Query-Guided Capsule Network for Document-level Translation …

Paper Group ANR 1762

January 25, 2020

Pioneer dataset and automatic recognition of Urdu handwritten characters using a deep autoencoder and convolutional neural network. Multi-view and Multi-source Transfers in Neural Topic Modeling with Pretrained Topic and Word Embeddings. Tackling Graphical NLP problems with Graph Recurrent Networks. M$^2$VAE - Derivation of a Multi-Modal Variationa …

Paper Group ANR 1763

January 25, 2020

An Iteratively Re-weighted Method for Problems with Sparsity-Inducing Norms. Aerial multi-object tracking by detection using deep association networks. Mixed Strategy Game Model Against Data Poisoning Attacks. Data Poisoning Attack against Knowledge Graph Embedding. Learning Meta Model for Zero- and Few-shot Face Anti-spoofing. Can Machine Learning …