| Improving Logical-Level Natural Language Generation with Topic-Conditioned Data Augmentation and Logical Form Generation | Dec 12, 2021 | Data AugmentationForm | —Unverified | 0 |
| Distributed Graph Learning with Smooth Data Priors | Dec 11, 2021 | Distributed OptimizationGraph Learning | —Unverified | 0 |
| A Validation Tool for Designing Reinforcement Learning Environments | Dec 10, 2021 | Offline RLreinforcement-learning | —Unverified | 0 |
| The Fundamental Limits of Interval Arithmetic for Neural Networks | Dec 9, 2021 | valid | —Unverified | 0 |
| On the Relation between Prediction and Imputation Accuracy under Missing Covariates | Dec 9, 2021 | BIG-bench Machine LearningImputation | —Unverified | 0 |
| A Cross Entropy test allows quantitative statistical comparison of t-SNE and UMAP representations | Dec 8, 2021 | Dimensionality Reductionvalid | —Unverified | 0 |
| A graph representation based on fluid diffusion model for data analysis: theoretical aspects and enhanced community detection | Dec 7, 2021 | Community Detectionvalid | —Unverified | 0 |
| A Transferable Approach for Partitioning Machine Learning Models on Multi-Chip-Modules | Dec 7, 2021 | BIG-bench Machine LearningDeep Reinforcement Learning | —Unverified | 0 |
| Genetic Algorithm for Constrained Molecular Inverse Design | Dec 7, 2021 | valid | —Unverified | 0 |
| Deconfounding Temporal Autoencoder: Estimating Treatment Effects over Time Using Noisy Proxies | Dec 6, 2021 | Decision Makingvalid | CodeCode Available | 0 |
| A Deep-Learning Intelligent System Incorporating Data Augmentation for Short-Term Voltage Stability Assessment of Power Systems | Dec 5, 2021 | Data AugmentationDeep Learning | —Unverified | 0 |
| Provably Valid and Diverse Mutations of Real-World Media Data for DNN Testing | Dec 3, 2021 | DNN Testingvalid | —Unverified | 0 |
| A Review of SHACL: From Data Validation to Schema Reasoning for RDF Graphs | Dec 2, 2021 | valid | —Unverified | 0 |
| Syntax Customized Video Captioning by Imitating Exemplar Sentences | Dec 2, 2021 | DecoderDiversity | CodeCode Available | 0 |
| Constrained Machine Learning: The Bagel Framework | Dec 2, 2021 | BIG-bench Machine LearningCombinatorial Optimization | —Unverified | 0 |
| Optimal regularizations for data generation with probabilistic graphical models | Dec 2, 2021 | valid | —Unverified | 0 |
| Efficient Combination of Rematerialization and Offloading for Training DNNs | Dec 1, 2021 | valid | —Unverified | 0 |
| Effective and efficient structure learning with pruning and model averaging strategies | Dec 1, 2021 | valid | —Unverified | 0 |
| Self-Interpretable Model with Transformation Equivariant Interpretation | Dec 1, 2021 | BIG-bench Machine Learningmodel | —Unverified | 0 |
| On the Sample Complexity of Learning under Geometric Stability | Dec 1, 2021 | valid | —Unverified | 0 |
| Seeking Salient Facial Regions for Cross-Database Micro-Expression Recognition | Nov 30, 2021 | Domain AdaptationMicro Expression Recognition | CodeCode Available | 0 |
| The Fixed-b Limiting Distribution and the ERP of HAR Tests Under Nonstationarity | Nov 29, 2021 | ERPGaussian Processes | —Unverified | 0 |
| A Natural Language Processing and Deep Learning based Model for Automated Vehicle Diagnostics using Free-Text Customer Service Reports | Nov 29, 2021 | Fault DetectionSpecificity | —Unverified | 0 |
| Online MAP Inference and Learning for Nonsymmetric Determinantal Point Processes | Nov 29, 2021 | Point Processesvalid | —Unverified | 0 |
| UBoCo : Unsupervised Boundary Contrastive Learning for Generic Event Boundary Detection | Nov 29, 2021 | Boundary DetectionContrastive Learning | —Unverified | 0 |