| Learning Dynamics Model in Reinforcement Learning by Incorporating the Long Term Future | Mar 5, 2019 | Imitation LearningModel-based Reinforcement Learning | —Unverified | 0 |
| Bipolar in Temporal Argumentation Framework | Mar 5, 2019 | valid | —Unverified | 0 |
| Bernoulli Race Particle Filters | Mar 3, 2019 | valid | —Unverified | 0 |
| A Deep, Information-theoretic Framework for Robust Biometric Recognition | Feb 23, 2019 | valid | —Unverified | 0 |
| Probabilistic Inference of Binary Markov Random Fields in Spiking Neural Networks through Mean-field Approximation | Feb 22, 2019 | DenoisingImage Denoising | —Unverified | 0 |
| Emergence of order in random languages | Feb 20, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| WIDER Face and Pedestrian Challenge 2018: Methods and Results | Feb 19, 2019 | Face DetectionPedestrian Detection | —Unverified | 0 |
| Optimized data exploration applied to the simulation of a chemical process | Feb 18, 2019 | Chemical ProcessGeneral Classification | —Unverified | 0 |
| Neuromodulated Goal-Driven Perception in Uncertain Domains | Feb 16, 2019 | valid | —Unverified | 0 |
| Computed tomography data collection of the complete human mandible and valid clinical ground truth models | Feb 14, 2019 | Segmentationvalid | —Unverified | 0 |
| Improving learnability of neural networks: adding supplementary axes to disentangle data representation | Feb 12, 2019 | Generative Adversarial Networkvalid | —Unverified | 0 |
| Using Embeddings to Correct for Unobserved Confounding in Networks | Feb 11, 2019 | Causal Inferencevalid | CodeCode Available | 1 |
| 3D Hand Shape and Pose from Images in the Wild | Feb 9, 2019 | 3D Hand Pose EstimationDecoder | CodeCode Available | 1 |
| Covariance and Correlation Kernels on a Graph in the Generalized Bag-of-Paths Formalism | Feb 8, 2019 | General Classificationvalid | —Unverified | 0 |
| Insertion Transformer: Flexible Sequence Generation via Insertion Operations | Feb 8, 2019 | Machine TranslationTranslation | —Unverified | 0 |
| Throttling Malware Families in 2D | Jan 29, 2019 | ClusteringDimensionality Reduction | CodeCode Available | 0 |
| Compressed Domain Image Classification Using a Dynamic-Rate Neural Network | Jan 28, 2019 | ClassificationCompressive Sensing | —Unverified | 0 |
| Testing Conditional Independence in Supervised Learning Algorithms | Jan 28, 2019 | Causal DiscoveryModel Selection | CodeCode Available | 1 |
| Stochastic Linear Bandits with Hidden Low Rank Structure | Jan 28, 2019 | Decision MakingDimensionality Reduction | —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 |
| Panel Data Analysis with Heterogeneous Dynamics | Jan 15, 2019 | valid | —Unverified | 0 |
| The Limitations of Adversarial Training and the Blind-Spot Attack | Jan 15, 2019 | valid | —Unverified | 0 |
| Mastering Panel 'Metrics: Causal Impact of Democracy on Growth | Jan 12, 2019 | valid | —Unverified | 0 |