| Improving learnability of neural networks: adding supplementary axes to disentangle data representation | Feb 12, 2019 | Generative Adversarial Networkvalid | —Unverified | 0 |
| Insertion Transformer: Flexible Sequence Generation via Insertion Operations | Feb 8, 2019 | Machine TranslationTranslation | —Unverified | 0 |
| Covariance and Correlation Kernels on a Graph in the Generalized Bag-of-Paths Formalism | Feb 8, 2019 | General Classificationvalid | —Unverified | 0 |
| Throttling Malware Families in 2D | Jan 29, 2019 | ClusteringDimensionality Reduction | CodeCode Available | 0 |
| Stochastic Linear Bandits with Hidden Low Rank Structure | Jan 28, 2019 | Decision MakingDimensionality Reduction | —Unverified | 0 |
| Compressed Domain Image Classification Using a Dynamic-Rate Neural Network | Jan 28, 2019 | ClassificationCompressive Sensing | —Unverified | 0 |
| On Local Optimizers of Acquisition Functions in Bayesian Optimization | Jan 24, 2019 | Bayesian Optimizationvalid | —Unverified | 0 |
| DTN: A Learning Rate Scheme with Convergence Rate of O(1/t) for SGD | Jan 22, 2019 | LEMMAvalid | —Unverified | 0 |
| Estimating the effective dimension of large biological datasets using Fisher separability analysis | Jan 18, 2019 | valid | CodeCode Available | 0 |
| The Limitations of Adversarial Training and the Blind-Spot Attack | Jan 15, 2019 | valid | —Unverified | 0 |
| Panel Data Analysis with Heterogeneous Dynamics | Jan 15, 2019 | valid | —Unverified | 0 |
| Mastering Panel 'Metrics: Causal Impact of Democracy on Growth | Jan 12, 2019 | valid | —Unverified | 0 |
| Application of a Modified Harmony Search Algorithm in the Optimal Arrangement of a Novel Three Dimensional Multiphase Flow Imaging Device | Jan 8, 2019 | 3D Reconstructionvalid | —Unverified | 0 |
| Nonparametric Instrumental Variables Estimation Under Misspecification | Jan 4, 2019 | Sensitivityvalid | —Unverified | 0 |
| Structure learning via unstructured kernel-based M-regression | Jan 3, 2019 | quantile regressionregression | —Unverified | 0 |
| Improvement of Identification Procedure Using Hybrid Cuckoo Search Algorithm for TurbineGovernor and Excitation System | Dec 27, 2018 | Model Selectionparameter estimation | —Unverified | 0 |
| Structure conditions under progressively added information | Dec 27, 2018 | valid | —Unverified | 0 |
| Debiasing and t-tests for synthetic control inference on average causal effects | Dec 27, 2018 | valid | CodeCode Available | 0 |
| Solving Archaeological Puzzles | Dec 26, 2018 | valid | —Unverified | 0 |
| Distant Supervision for Relation Extraction with Linear Attenuation Simulation and Non-IID Relevance Embedding | Dec 22, 2018 | RelationRelation Extraction | —Unverified | 0 |
| Many Average Partial Effects: with An Application to Text Regression | Dec 21, 2018 | regressionvalid | —Unverified | 0 |
| Robust Estimation of Causal Effects via High-Dimensional Covariate Balancing Propensity Score | Dec 20, 2018 | valid | —Unverified | 0 |
| Bayesian Mean-parameterized Nonnegative Binary Matrix Factorization | Dec 17, 2018 | Dictionary Learningvalid | CodeCode Available | 0 |
| Weakly Supervised Instance Segmentation Using Hybrid Network | Dec 12, 2018 | Image SegmentationInstance Segmentation | —Unverified | 0 |
| Consistency for 0-1 Programming | Dec 5, 2018 | valid | —Unverified | 0 |
| Towards Solving Text-based Games by Producing Adaptive Action Spaces | Dec 3, 2018 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Online Structure Learning for Feed-Forward and Recurrent Sum-Product Networks | Dec 1, 2018 | valid | —Unverified | 0 |
| Explaining the Ambiguity of Object Detection and 6D Pose From Visual Data | Dec 1, 2018 | 3D Object DetectionObject | —Unverified | 0 |
| Adversarial Examples as an Input-Fault Tolerance Problem | Nov 30, 2018 | valid | CodeCode Available | 0 |
| Stochastic Gradient MCMC with Repulsive Forces | Nov 30, 2018 | Bayesian Inferencevalid | CodeCode Available | 0 |
| EV-SegNet: Semantic Segmentation for Event-based Cameras | Nov 29, 2018 | 3D ReconstructionSegmentation | —Unverified | 0 |
| Mixture Martingales Revisited with Applications to Sequential Tests and Confidence Intervals | Nov 28, 2018 | valid | —Unverified | 0 |
| Grammars and reinforcement learning for molecule optimization | Nov 27, 2018 | reinforcement-learningReinforcement Learning | CodeCode Available | 0 |
| A Residual Bootstrap for Conditional Expected Shortfall | Nov 26, 2018 | valid | —Unverified | 0 |
| Matching Features without Descriptors: Implicitly Matched Interest Points | Nov 26, 2018 | Pose Estimationvalid | CodeCode Available | 0 |
| Goal-constrained Planning Domain Model Verification of Safety Properties | Nov 22, 2018 | valid | CodeCode Available | 0 |
| Informed MCMC with Bayesian Neural Networks for Facial Image Analysis | Nov 19, 2018 | Bayesian Inferencevalid | —Unverified | 0 |
| Monotonic classification: an overview on algorithms, performance measures and data sets | Nov 17, 2018 | Decision MakingGeneral Classification | —Unverified | 0 |
| Mean Square Prediction Error of Misspecified Gaussian Process Models | Nov 16, 2018 | Predictionregression | —Unverified | 0 |
| Generating a Training Dataset for Land Cover Classification to Advance Global Development | Nov 14, 2018 | General ClassificationLand Cover Classification | —Unverified | 0 |
| Automated Pain Detection from Facial Expressions using FACS: A Review | Nov 13, 2018 | Facial Expression RecognitionFacial Expression Recognition (FER) | —Unverified | 0 |
| Different Power Adaption Methods on Fluctuating Two-Ray Fading Channels | Nov 12, 2018 | validVocal Bursts Valence Prediction | —Unverified | 0 |
| Uncertainty in Quantum Rule-Based Systems | Nov 7, 2018 | valid | —Unverified | 0 |
| How Well Generative Adversarial Networks Learn Distributions | Nov 7, 2018 | Density Estimationvalid | —Unverified | 0 |
| How much should you ask? On the question structure in QA systems. | Nov 1, 2018 | Question Answeringvalid | —Unverified | 0 |
| Scalable Laplacian K-modes | Oct 31, 2018 | Clusteringvalid | CodeCode Available | 0 |
| Cointegration in functional autoregressive processes | Oct 29, 2018 | validVocal Bursts Type Prediction | —Unverified | 0 |
| Distributed Convex Optimization With Limited Communications | Oct 29, 2018 | Distributed Optimizationvalid | —Unverified | 0 |
| Communication Efficient Parallel Algorithms for Optimization on Manifolds | Oct 26, 2018 | Distributed ComputingLow-Rank Matrix Completion | —Unverified | 0 |
| Automatic Analysis of Facial Expressions Based on Deep Covariance Trajectories | Oct 25, 2018 | ClassificationFacial Expression Recognition | —Unverified | 0 |