| Out-of-distribution Detection Learning with Unreliable Out-of-distribution Sources | Nov 6, 2023 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | CodeCode Available | 0 |
| Overcoming Measurement Inconsistency in Deep Learning for Linear Inverse Problems: Applications in Medical Imaging | Nov 29, 2020 | valid | CodeCode Available | 0 |
| Local Linear Forests | Jul 30, 2018 | Causal InferenceHeterogeneous Treatment Effect Estimation | CodeCode Available | 0 |
| Robust Inference for High-Dimensional Linear Models via Residual Randomization | Jun 14, 2021 | validVocal Bursts Intensity Prediction | CodeCode Available | 0 |
| Deep Neural Machine Translation with Weakly-Recurrent Units | May 10, 2018 | Machine TranslationNMT | CodeCode Available | 0 |
| Standard Errors for Calibrated Parameters | Sep 16, 2021 | valid | CodeCode Available | 0 |
| A Self-Supervised Robotic System for Autonomous Contact-Based Spatial Mapping of Semiconductor Properties | Nov 15, 2024 | valid | CodeCode Available | 0 |
| Local Regression Distribution Estimators | Sep 30, 2020 | counterfactualregression | CodeCode Available | 0 |
| COIL: Constrained Optimization in Learned Latent Space: Learning Representations for Valid Solutions | Feb 4, 2022 | Evolutionary Algorithmsvalid | CodeCode Available | 0 |
| The Dynamic Travelling Thief Problem: Benchmarks and Performance of Evolutionary Algorithms | Apr 25, 2020 | Evolutionary Algorithmsvalid | CodeCode Available | 0 |
| Unveiling Molecular Moieties through Hierarchical Grad-CAM Graph Explainability | Jan 29, 2024 | Drug DiscoveryExplainable artificial intelligence | CodeCode Available | 0 |
| STARDATA: A StarCraft AI Research Dataset | Aug 7, 2017 | DiversityImitation Learning | CodeCode Available | 0 |
| Efficient Sequence Packing without Cross-contamination: Accelerating Large Language Models without Impacting Performance | Jun 29, 2021 | CoLAvalid | CodeCode Available | 0 |
| Visually-Guided Sound Source Separation with Audio-Visual Predictive Coding | Jun 19, 2023 | validVisually Guided Sound Source Separation | CodeCode Available | 0 |
| Lomics: Generation of Pathways and Gene Sets using Large Language Models for Transcriptomic Analysis | Jul 12, 2024 | Specificityvalid | CodeCode Available | 0 |
| Instrument variable detection with graph learning : an application to high dimensional GIS-census data for house pricing | Jul 30, 2020 | BIG-bench Machine LearningEconometrics | CodeCode Available | 0 |
| How to Detect Network Dependence in Latent Factor Models? A Bias-Corrected CD Test | Sep 1, 2021 | valid | CodeCode Available | 0 |
| Addressing the Fundamental Tension of PCGML with Discriminative Learning | Sep 10, 2018 | BIG-bench Machine Learningvalid | CodeCode Available | 0 |
| Approximating Discrimination Within Models When Faced With Several Non-Binary Sensitive Attributes | Aug 12, 2024 | AttributeFairness | CodeCode Available | 0 |
| When and Why Test Generators for Deep Learning Produce Invalid Inputs: an Empirical Study | Dec 21, 2022 | valid | CodeCode Available | 0 |
| Statistical Inference for Online Algorithms | May 22, 2025 | valid | CodeCode Available | 0 |
| Valid Text-to-SQL Generation with Unification-based DeepStochLog | Mar 17, 2025 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Deep Interactive Evolution | Jan 24, 2018 | Image Generationvalid | CodeCode Available | 0 |
| Using a Variational Autoencoder to Learn Valid Search Spaces of Safely Monitored Autonomous Robots for Last-Mile Delivery | Mar 6, 2023 | valid | CodeCode Available | 0 |
| Uncertainty-aware generative models for inferring document class prevalence | Oct 1, 2018 | Bayesian InferenceEpidemiology | CodeCode Available | 0 |