| Differentiable Divergences Between Time Series | Oct 16, 2020 | Dynamic Time WarpingTime Series | CodeCode Available | 1 |
| Diffusion Bridge Mixture Transports, Schrödinger Bridge Problems and Generative Modeling | Apr 3, 2023 | valid | CodeCode Available | 1 |
| DiffusionNAG: Predictor-guided Neural Architecture Generation with Diffusion Models | May 26, 2023 | Bayesian OptimizationNeural Architecture Search | CodeCode Available | 1 |
| AMP: Automatically Finding Model Parallel Strategies with Heterogeneity Awareness | Oct 13, 2022 | valid | CodeCode Available | 1 |
| Double/Debiased Machine Learning for Treatment and Causal Parameters | Jul 30, 2016 | BIG-bench Machine LearningCausal Inference | CodeCode Available | 1 |
| Certified Deductive Reasoning with Language Models | Jun 6, 2023 | Logical Reasoningvalid | CodeCode Available | 1 |
| DoubleML -- An Object-Oriented Implementation of Double Machine Learning in Python | Apr 7, 2021 | BIG-bench Machine Learningvalid | CodeCode Available | 1 |
| Dynamic Semantic Graph Construction and Reasoning for Explainable Multi-hop Science Question Answering | May 25, 2021 | Abstract Meaning RepresentationARC | CodeCode Available | 1 |
| e-CARE: a New Dataset for Exploring Explainable Causal Reasoning | May 12, 2022 | valid | CodeCode Available | 1 |
| EEGMatch: Learning with Incomplete Labels for Semi-Supervised EEG-based Cross-Subject Emotion Recognition | Mar 27, 2023 | Data AugmentationDomain Adaptation | CodeCode Available | 1 |
| Efficient adjustment sets in causal graphical models with hidden variables | Apr 22, 2020 | valid | CodeCode Available | 1 |
| End-to-End Conformal Calibration for Optimization Under Uncertainty | Sep 30, 2024 | Conformal PredictionDecision Making | CodeCode Available | 1 |
| Treat Different Negatives Differently: Enriching Loss Functions with Domain and Range Constraints for Link Prediction | Mar 1, 2023 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 1 |
| Chronocept: Instilling a Sense of Time in Machines | May 12, 2025 | Fact CheckingRAG | CodeCode Available | 1 |
| A lower confidence sequence for the changing mean of non-negative right heavy-tailed observations with bounded mean | Oct 20, 2022 | valid | CodeCode Available | 1 |
| CaTGrasp: Learning Category-Level Task-Relevant Grasping in Clutter from Simulation | Sep 19, 2021 | Domain AdaptationDomain Generalization | CodeCode Available | 1 |
| ExAIS: Executable AI Semantics | Feb 20, 2022 | Logical Reasoningvalid | CodeCode Available | 1 |
| Explaining Deep Graph Networks with Molecular Counterfactuals | Nov 9, 2020 | counterfactualPrediction | CodeCode Available | 1 |
| Exploring Sparse MoE in GANs for Text-conditioned Image Synthesis | Sep 7, 2023 | Image GenerationMixture-of-Experts | CodeCode Available | 1 |
| A framework for benchmarking clustering algorithms | Sep 20, 2022 | BenchmarkingClustering | CodeCode Available | 1 |
| Causal thinking for decision making on Electronic Health Records: why and how | Aug 3, 2023 | Decision Makingvalid | CodeCode Available | 1 |
| A Model to Search for Synthesizable Molecules | Jun 12, 2019 | modelRetrosynthesis | CodeCode Available | 1 |
| NNSmith: Generating Diverse and Valid Test Cases for Deep Learning Compilers | Jul 26, 2022 | valid | CodeCode Available | 1 |
| Forcing Diffuse Distributions out of Language Models | Apr 16, 2024 | Dataset GenerationDiversity | CodeCode Available | 1 |
| Conformal Trajectory Prediction with Multi-View Data Integration in Cooperative Driving | Aug 1, 2024 | Conformal PredictionData Integration | CodeCode Available | 1 |
