| Evading classifiers in discrete domains with provable optimality guarantees | Oct 25, 2018 | Adversarial RobustnessSpam detection | CodeCode Available | 0 |
| A Statistical Approach to Adult Census Income Level Prediction | Oct 23, 2018 | Predictionvalid | CodeCode Available | 0 |
| Learning from the Syndrome | Oct 23, 2018 | Decodervalid | CodeCode Available | 0 |
| Optimal locally private estimation under _p loss for 1 p 2 | Oct 16, 2018 | valid | —Unverified | 0 |
| MDGAN: Boosting Anomaly Detection Using \ -Discriminator Generative Adversarial Networks | Oct 11, 2018 | Anomaly Detectionvalid | —Unverified | 0 |
| Semantic Structural Evaluation for Text Simplification | Oct 11, 2018 | Semantic ParsingSentence | CodeCode Available | 0 |
| Response to Comment on "All-optical machine learning using diffractive deep neural networks" | Oct 10, 2018 | AllBIG-bench Machine Learning | —Unverified | 0 |
| Arc-support Line Segments Revisited: An Efficient and High-quality Ellipse Detection | Oct 8, 2018 | ARCClustering | CodeCode Available | 0 |
| Simple Inference on Functionals of Set-Identified Parameters Defined by Linear Moments | Oct 7, 2018 | valid | CodeCode Available | 0 |
| HyTE: Hyperplane-based Temporally aware Knowledge Graph Embedding | Oct 1, 2018 | Graph EmbeddingInformation Retrieval | CodeCode Available | 0 |
| A Multi-answer Multi-task Framework for Real-world Machine Reading Comprehension | Oct 1, 2018 | Information RetrievalMachine Reading Comprehension | —Unverified | 0 |
| Uncertainty-aware generative models for inferring document class prevalence | Oct 1, 2018 | Bayesian InferenceEpidemiology | CodeCode Available | 0 |
| Hierarchical Relation Extraction with Coarse-to-Fine Grained Attention | Oct 1, 2018 | Knowledge GraphsRelation | CodeCode Available | 0 |
| A Nil-Aware Answer Extraction Framework for Question Answering | Oct 1, 2018 | Question AnsweringReading Comprehension | CodeCode Available | 0 |
| Assumption Questioning: Latent Copying and Reward Exploitation in Question Generation | Sep 27, 2018 | Inductive BiasMachine Translation | —Unverified | 0 |
| Model-Preserving Sensitivity Analysis for Families of Gaussian Distributions | Sep 27, 2018 | Sensitivityvalid | —Unverified | 0 |
| Deep Neural Networks for Estimation and Inference | Sep 26, 2018 | Marketingregression | CodeCode Available | 0 |
| Learning to Read by Spelling: Towards Unsupervised Text Recognition | Sep 23, 2018 | Unsupervised Text Recognitionvalid | —Unverified | 0 |
| A Data Analytics Framework for Aggregate Data Analysis | Sep 16, 2018 | BIG-bench Machine LearningMarketing | —Unverified | 0 |
| Valid Simultaneous Inference in High-Dimensional Settings (with the hdm package for R) | Sep 13, 2018 | valid | —Unverified | 0 |
| Evaluating Multimodal Representations on Sentence Similarity: vSTS, Visual Semantic Textual Similarity Dataset | Sep 11, 2018 | Semantic Textual SimilaritySentence | —Unverified | 0 |
| How much should you ask? On the question structure in QA systems | Sep 11, 2018 | Question Answeringvalid | —Unverified | 0 |
| Addressing the Fundamental Tension of PCGML with Discriminative Learning | Sep 10, 2018 | BIG-bench Machine Learningvalid | CodeCode Available | 0 |
| Characteristic-Sorted Portfolios: Estimation and Inference | Sep 10, 2018 | valid | CodeCode Available | 0 |
| Rate-Adaptive Neural Networks for Spatial Multiplexers | Sep 8, 2018 | Object Trackingvalid | —Unverified | 0 |
| Molecular Hypergraph Grammar with its Application to Molecular Optimization | Sep 8, 2018 | Bayesian Optimizationvalid | —Unverified | 0 |
| Constrained Generation of Semantically Valid Graphs via Regularizing Variational Autoencoders | Sep 7, 2018 | DecoderTime Series | CodeCode Available | 0 |
| Interpretable Visual Question Answering by Reasoning on Dependency Trees | Sep 6, 2018 | Question Answeringvalid | —Unverified | 0 |
| Appendix - Recommended Statistical Significance Tests for NLP Tasks | Sep 5, 2018 | valid | CodeCode Available | 0 |
| Blur-Countering Keypoint Detection via Eigenvalue Asymmetry | Sep 5, 2018 | Keypoint Detectionvalid | —Unverified | 0 |
| Multi-Level Structured Self-Attentions for Distantly Supervised Relation Extraction | Sep 3, 2018 | RelationRelation Extraction | —Unverified | 0 |
| DetNet: Design Backbone for Object Detection | Sep 1, 2018 | ClassificationGeneral Classification | —Unverified | 0 |
| Supervising the new with the old: learning SFM from SFM | Sep 1, 2018 | Motion Estimationvalid | —Unverified | 0 |
| Optimal Bandwidth Choice for Robust Bias Corrected Inference in Regression Discontinuity Designs | Sep 1, 2018 | regressionvalid | CodeCode Available | 0 |
| On the Adaptability of Unsupervised CNN-Based Deformable Image Registration to Unseen Image Domains | Sep 1, 2018 | Image RegistrationMedical Image Analysis | —Unverified | 0 |
| A Structured Review of the Validity of BLEU | Sep 1, 2018 | DiagnosticMachine Translation | —Unverified | 0 |
| Adapting Visual Question Answering Models for Enhancing Multimodal Community Q&A Platforms | Aug 29, 2018 | Community Question AnsweringGeneral Classification | CodeCode Available | 0 |
| Quantitative Evaluation of Base and Detail Decomposition Filters Based on their Artifacts | Aug 28, 2018 | Tone Mappingvalid | —Unverified | 0 |
| Stereo Computation for a Single Mixture Image | Aug 27, 2018 | Stereo MatchingStereo Matching Hand | —Unverified | 0 |
| Neural Task Planning with And-Or Graph Representations | Aug 25, 2018 | Common Sense ReasoningTask Planning | —Unverified | 0 |
| Network Inference from Temporal-Dependent Grouped Observations | Aug 25, 2018 | valid | —Unverified | 0 |
| Learning End-to-End Goal-Oriented Dialog with Multiple Answers | Aug 24, 2018 | Goal-Oriented DialogReinforcement Learning | CodeCode Available | 0 |
| A Semi-Supervised Data Augmentation Approach using 3D Graphical Engines | Aug 8, 2018 | Data AugmentationDeep Learning | CodeCode Available | 0 |
| Semblance: A Rank-Based Kernel on Probability Spaces for Niche Detection | Aug 6, 2018 | ClusteringGeneral Classification | —Unverified | 0 |
| Online Aggregation of Unbounded Losses Using Shifting Experts with Confidence | Aug 2, 2018 | valid | —Unverified | 0 |
| Automated Scoring: Beyond Natural Language Processing | Aug 1, 2018 | BIG-bench Machine LearningPosition | —Unverified | 0 |
| Crowdsourcing StoryLines: Harnessing the Crowd for Causal Relation Annotation | Aug 1, 2018 | ArticlesRelation | CodeCode Available | 0 |
| Answerable or Not: Devising a Dataset for Extending Machine Reading Comprehension | Aug 1, 2018 | Machine Reading ComprehensionQuestion Answering | —Unverified | 0 |
| Inferring the ground truth through crowdsourcing | Jul 31, 2018 | Mitosis Detectionvalid | —Unverified | 0 |
| Local Linear Forests | Jul 30, 2018 | Causal InferenceHeterogeneous Treatment Effect Estimation | CodeCode Available | 0 |