Reading Comprehension

Paper Group AWR 260

October 20, 2019

Read + Verify: Machine Reading Comprehension with Unanswerable Questions. Unsupervised Learning of Shape and Pose with Differentiable Point Clouds. Experiential Robot Learning with Accelerated Neuroevolution. A Gray Box Interpretable Visual Debugging Approach for Deep Sequence Learning Model. Fisher Efficient Inference of Intractable Models. The Na …

Paper Group AWR 279

October 20, 2019

Deep Content-User Embedding Model for Music Recommendation. R-grams: Unsupervised Learning of Semantic Units in Natural Language. Convolutional Deblurring for Natural Imaging. MultiPoseNet: Fast Multi-Person Pose Estimation using Pose Residual Network. Variational Discriminator Bottleneck: Improving Imitation Learning, Inverse RL, and GANs by Const …

Paper Group AWR 287

October 20, 2019

Visual Referring Expression Recognition: What Do Systems Actually Learn?. Correspondence of Deep Neural Networks and the Brain for Visual Textures. Short-term Load Forecasting with Deep Residual Networks. Attention-based Deep Multiple Instance Learning. Stroke Controllable Fast Style Transfer with Adaptive Receptive Fields. Sliced-Wasserstein Flows …

Paper Group AWR 291

October 20, 2019

DeepTAM: Deep Tracking and Mapping. T2Net: Synthetic-to-Realistic Translation for Solving Single-Image Depth Estimation Tasks. BRITS: Bidirectional Recurrent Imputation for Time Series. Pyramidal Recurrent Unit for Language Modeling. QANet: Combining Local Convolution with Global Self-Attention for Reading Comprehension. Convolutional Neural Networ …

Paper Group AWR 299

October 20, 2019

UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction. Deep Graph Infomax. Joint Representation and Truncated Inference Learning for Correlation Filter based Tracking. Bootstrapping Generators from Noisy Data. Understanding Back-Translation at Scale. CTAP: Complementary Temporal Action Proposal Generation. FlowQA: Grasping Flo …

Paper Group AWR 300

October 20, 2019

Adaptive Mechanism Design: Learning to Promote Cooperation. Stochastic Deep Networks. Split and Rephrase: Better Evaluation and a Stronger Baseline. MSplit LBI: Realizing Feature Selection and Dense Estimation Simultaneously in Few-shot and Zero-shot Learning. A Qualitative Comparison of CoQA, SQuAD 2.0 and QuAC. Ranking Paragraphs for Improving An …

Paper Group AWR 337

October 20, 2019

Sampled Policy Gradient for Learning to Play the Game Agar.io. Exploring object-centric and scene-centric CNN features and their complementarity for human rights violations recognition in images. Effective Subword Segmentation for Text Comprehension. Learning for Video Super-Resolution through HR Optical Flow Estimation. Bias and Generalization in …

Paper Group AWR 343

October 20, 2019

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 …

Paper Group ANR 114

October 19, 2019

Adaptations of ROUGE and BLEU to Better Evaluate Machine Reading Comprehension Task. Online learning with graph-structured feedback against adaptive adversaries. Leveraging the Exact Likelihood of Deep Latent Variable Models. Automatic Language Identification in Texts: A Survey. Spectral Learning of Binomial HMMs for DNA Methylation Data. Sequentia …

Paper Group ANR 130

October 19, 2019

Not Using the Car to See the Sidewalk: Quantifying and Controlling the Effects of Context in Classification and Segmentation. PAC Learning Guarantees Under Covariate Shift. Measuring the Robustness of Graph Properties. An optimal approximation of discrete random variables with respect to the Kolmogorov distance. Recurrently Controlled Recurrent Net …

Paper Group ANR 135

October 19, 2019

Learning to Grasp Without Seeing. Generative Adversarial Nets for Information Retrieval: Fundamentals and Advances. 4D Temporally Coherent Light-field Video. Floorplan-Jigsaw: Jointly Estimating Scene Layout and Aligning Partial Scans. Story Ending Generation with Incremental Encoding and Commonsense Knowledge. Towards Inference-Oriented Reading Co …

Paper Group ANR 152

October 19, 2019

Representing scenarios for process evolution management. Semantic Relation Classification: Task Formalisation and Refinement. Proceedings of the Artificial Intelligence for Cyber Security (AICS) Workshop 2019. Decoupling Semantic Context and Color Correlation with multi-class cross branch regularization. Towards a More Practice-Aware Runtime Analys …

Paper Group ANR 164

October 19, 2019

AttnConvnet at SemEval-2018 Task 1: Attention-based Convolutional Neural Networks for Multi-label Emotion Classification. Wikibook-Bot - Automatic Generation of a Wikipedia Book. Network Learning with Local Propagation. Solving Sinhala Language Arithmetic Problems using Neural Networks. Probabilistic Sparse Subspace Clustering Using Delayed Associa …

Paper Group ANR 165

October 19, 2019

Region Growing Curriculum Generation for Reinforcement Learning. Diverse M-Best Solutions by Dynamic Programming. Computer-Assisted Text Analysis for Social Science: Topic Models and Beyond. DeepLens: Shallow Depth Of Field From A Single Image. A Systematic Classification of Knowledge, Reasoning, and Context within the ARC Dataset. Towards End-to-e …

Paper Group ANR 169

October 19, 2019

Acquiring Annotated Data with Cross-lingual Explicitation for Implicit Discourse Relation Classification. Counting the uncountable: deep semantic density estimation from Space. Scanner: Efficient Video Analysis at Scale. Optimizing Prediction Intervals by Tuning Random Forest via Meta-Validation. LISA: Explaining Recurrent Neural Network Judgments …

Paper Group ANR 187

October 19, 2019

Automatically Detecting Self-Reported Birth Defect Outcomes on Twitter for Large-scale Epidemiological Research. Faster k-Medoids Clustering: Improving the PAM, CLARA, and CLARANS Algorithms. Probabilistic Multilevel Clustering via Composite Transportation Distance. Exploiting Deep Learning for Persian Sentiment Analysis. Dynamic Multivariate Funct …

Paper Group ANR 201

October 19, 2019

Using Machine Learning for Handover Optimization in Vehicular Fog Computing. Micro-Browsing Models for Search Snippets. Machine Learning of coarse-grained Molecular Dynamics Force Fields. Attention-Guided Answer Distillation for Machine Reading Comprehension. Similar Elements and Metric Labeling on Complete Graphs. Exact Recovery in the Hypergraph …

Paper Group ANR 202

October 19, 2019

Track Xplorer: A System for Visual Analysis of Sensor-based Motor Activity Predictions. Definition and evaluation of model-free coordination of electrical vehicle charging with reinforcement learning. VIPL-HR: A Multi-modal Database for Pulse Estimation from Less-constrained Face Video. Analysing Dropout and Compounding Errors in Neural Language Mo …

Paper Group ANR 211

October 19, 2019

Parallel-tempered Stochastic Gradient Hamiltonian Monte Carlo for Approximate Multimodal Posterior Sampling. Representing Sets as Summed Semantic Vectors. Performance Analysis of Robust Stable PID Controllers Using Dominant Pole Placement for SOPTD Process Models. On the overfly algorithm in deep learning of neural networks. The Importance of Being …

Paper Group ANR 252

October 19, 2019

A Performance Evaluation of Convolutional Neural Networks for Face Anti Spoofing. Optimal Convergence for Distributed Learning with Stochastic Gradient Methods and Spectral Algorithms. Tracking Multiple Moving Objects Using Unscented Kalman Filtering Techniques. Superensemble Classifier for Improving Predictions in Imbalanced Datasets. Multi-Taskin …

Paper Group ANR 264

October 19, 2019

Deep Probabilistic Logic: A Unifying Framework for Indirect Supervision. Multi-Level Factorisation Net for Person Re-Identification. Intrinsic dimension and its application to association rules. Automatic segmentation of the Foveal Avascular Zone in ophthalmological OCT-A images. Consistent estimation of the max-flow problem: Towards unsupervised i …

Paper Group ANR 270

October 19, 2019

Partitioned Variational Inference: A unified framework encompassing federated and continual learning. BALSON: Bayesian Least Squares Optimization with Nonnegative L1-Norm Constraint. Global Search with Bernoulli Alternation Kernel for Task-oriented Grasping Informed by Simulation. The Barbados 2018 List of Open Issues in Continual Learning. Closed- …

Paper Group ANR 335

October 19, 2019

Saliency-Enhanced Robust Visual Tracking. Modelling local phase of images and textures with applications in phase denoising and phase retrieval. The Training of Neuromodels for Machine Comprehension of Text. Brain2Text Algorithm. Effective Occlusion Handling for Fast Correlation Filter-based Trackers. Dual Conditional Cross-Entropy Filtering of Noi …

Paper Group ANR 440

October 18, 2019

PoTrojan: powerful neural-level trojan designs in deep learning models. Deep LOGISMOS: Deep Learning Graph-based 3D Segmentation of Pancreatic Tumors on CT scans. Ensemble of Learning Project Productivity in Software Effort Based on Use Case Points. AttentionMask: Attentive, Efficient Object Proposal Generation Focusing on Small Objects. Delta Embe …

Paper Group ANR 441

October 18, 2019

Heat Kernel analysis of Syntactic Structures. Depth Masked Discriminative Correlation Filter. Ordinal Regression using Noisy Pairwise Comparisons for Body Mass Index Range Estimation. End-to-end Learning of Convolutional Neural Net and Dynamic Programming for Left Ventricle Segmentation. Retinal Vessel Segmentation under Extreme Low Annotation: A G …

Paper Group ANR 485

October 18, 2019

An Annotated Corpus for Machine Reading of Instructions in Wet Lab Protocols. Non-local Low-rank Cube-based Tensor Factorization for Spectral CT Reconstruction. Deep Learning Classification of Polygenic Obesity using Genome Wide Association Study SNPs. PlaneMatch: Patch Coplanarity Prediction for Robust RGB-D Reconstruction. Zero-Shot Cross-lingual …

Paper Group ANR 527

October 18, 2019

A Survey of Automatic Facial Micro-expression Analysis: Databases, Methods and Challenges. Learning and Acting in Peripersonal Space: Moving, Reaching, and Grasping. Distributed Convex Optimization With Limited Communications. Disease Classification in Metagenomics with 2D Embeddings and Deep Learning. Medical Exam Question Answering with Large-sca …

Paper Group ANR 540

October 18, 2019

Construction of neural networks for realization of localized deep learning. Equivalent Constraints for Two-View Geometry: Pose Solution/Pure Rotation Identification and 3D Reconstruction. Unbalanced Multi-Phase Distribution Grid Topology Estimation and Bus Phase Identification. Weighted Global Normalization for Multiple Choice ReadingComprehension …