| 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 |
| Optimal regularizations for data generation with probabilistic graphical models | Dec 2, 2021 | valid | —Unverified | 0 |
| Controllable Video Captioning with an Exemplar Sentence | Dec 2, 2021 | Caption GenerationDecoder | CodeCode Available | 1 |
| Constrained Machine Learning: The Bagel Framework | Dec 2, 2021 | BIG-bench Machine LearningCombinatorial Optimization | —Unverified | 0 |
| Effective and efficient structure learning with pruning and model averaging strategies | Dec 1, 2021 | valid | —Unverified | 0 |
| Efficient Combination of Rematerialization and Offloading for Training DNNs | Dec 1, 2021 | valid | —Unverified | 0 |
| Self-Interpretable Model with Transformation Equivariant Interpretation | Dec 1, 2021 | BIG-bench Machine Learningmodel | —Unverified | 0 |
| Estimating Multi-cause Treatment Effects via Single-cause Perturbation | Dec 1, 2021 | Causal Inferencevalid | CodeCode Available | 1 |
| 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 |
| 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 |
| The Fixed-b Limiting Distribution and the ERP of HAR Tests Under Nonstationarity | Nov 29, 2021 | ERPGaussian Processes | —Unverified | 0 |
| UBoCo : Unsupervised Boundary Contrastive Learning for Generic Event Boundary Detection | Nov 29, 2021 | Boundary DetectionContrastive Learning | —Unverified | 0 |
| Online MAP Inference and Learning for Nonsymmetric Determinantal Point Processes | Nov 29, 2021 | Point Processesvalid | —Unverified | 0 |
| Multicriteria interpretability driven Deep Learning | Nov 28, 2021 | Deep Learningvalid | —Unverified | 0 |
| Network regression and supervised centrality estimation | Nov 25, 2021 | regressionvalid | —Unverified | 0 |
| Identifying the Units of Measurement in Tabular Data | Nov 23, 2021 | valid | CodeCode Available | 0 |
| Matrix Inversion free variational inference in Conditional Student's T Processes | Nov 22, 2021 | validVariational Inference | —Unverified | 0 |
| DBIA: Data-free Backdoor Injection Attack against Transformer Networks | Nov 22, 2021 | Backdoor Attackimage-classification | CodeCode Available | 0 |
| Teaching Humans When To Defer to a Classifier via Exemplars | Nov 22, 2021 | Multi-hop Question AnsweringQuestion Answering | CodeCode Available | 1 |
| Automatic Generation of Ice Hockey Defensive Motion via Coverage Control and Control Barrier Functions | Nov 21, 2021 | valid | —Unverified | 0 |
| Optimized Inference in Regression Kink Designs | Nov 21, 2021 | regressionvalid | —Unverified | 0 |
| Simulated LiDAR Repositioning: a novel point cloud data augmentation method | Nov 20, 2021 | Data Augmentationvalid | —Unverified | 0 |