| Deep Bayesian Inversion | Nov 14, 2018 | Decision MakingImage Reconstruction | CodeCode Available | 1 |
| Deep Learning-based Frozen Section to FFPE Translation | Jul 25, 2021 | Decision MakingDeep Learning | CodeCode Available | 1 |
| DiffLoad: Uncertainty Quantification in Electrical Load Forecasting with the Diffusion Model | May 31, 2023 | Decision Makingenergy management | CodeCode Available | 1 |
| DiffPO: A causal diffusion model for learning distributions of potential outcomes | Oct 11, 2024 | Causal InferenceDecision Making | CodeCode Available | 1 |
| Decision Stacks: Flexible Reinforcement Learning via Modular Generative Models | Jun 9, 2023 | Decision Makingreinforcement-learning | CodeCode Available | 1 |
| Decision Trees for Decision-Making under the Predict-then-Optimize Framework | Feb 29, 2020 | Decision MakingParameter Prediction | CodeCode Available | 1 |
| Decision-Making with Auto-Encoding Variational Bayes | Feb 17, 2020 | Decision MakingTwo-sample testing | CodeCode Available | 1 |
| Decision-Focused Learning: Foundations, State of the Art, Benchmark and Future Opportunities | Jul 25, 2023 | Decision Making | CodeCode Available | 1 |
| Decision Mamba: Reinforcement Learning via Sequence Modeling with Selective State Spaces | Mar 29, 2024 | Decision MakingMamba | CodeCode Available | 1 |
| Decoding the Enigma: Benchmarking Humans and AIs on the Many Facets of Working Memory | Jul 20, 2023 | BenchmarkingDecision Making | CodeCode Available | 1 |
| Deep learning with self-supervision and uncertainty regularization to count fish in underwater images | Apr 30, 2021 | Crowd CountingDecision Making | CodeCode Available | 1 |
| Large-scale Building Damage Assessment using a Novel Hierarchical Transformer Architecture on Satellite Images | Aug 3, 2022 | Building Damage AssessmentChange Detection | CodeCode Available | 1 |
| CUTS+: High-dimensional Causal Discovery from Irregular Time-series | May 10, 2023 | Causal DiscoveryDecision Making | CodeCode Available | 1 |
| Data-Driven Methods to Monitor, Model, Forecast and Control Covid-19 Pandemic: Leveraging Data Science, Epidemiology and Control Theory | Jun 1, 2020 | Decision MakingEpidemiology | CodeCode Available | 1 |
| Curating a COVID-19 data repository and forecasting county-level death counts in the United States | May 16, 2020 | COVID-19 TrackingDecision Making | CodeCode Available | 1 |
| Curriculum-based Reinforcement Learning for Distribution System Critical Load Restoration | Mar 8, 2022 | Decision Makingreinforcement-learning | CodeCode Available | 1 |
| Data-Driven Sample Average Approximation with Covariate Information | Jul 27, 2022 | Decision MakingPrediction | CodeCode Available | 1 |
| COVIDNet-CT: A Tailored Deep Convolutional Neural Network Design for Detection of COVID-19 Cases from Chest CT Images | Sep 8, 2020 | Decision Making | CodeCode Available | 1 |
| Cryptocurrency Portfolio Management with Deep Reinforcement Learning | Dec 5, 2016 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 1 |
| COVID-CXNet: Detecting COVID-19 in Frontal Chest X-ray Images using Deep Learning | Jun 16, 2020 | Decision MakingImage Classification | CodeCode Available | 1 |
| COVID-Net CT-2: Enhanced Deep Neural Networks for Detection of COVID-19 from Chest CT Images Through Bigger, More Diverse Learning | Jan 19, 2021 | Decision MakingDiversity | CodeCode Available | 1 |
| CryptoPulse: Short-Term Cryptocurrency Forecasting with Dual-Prediction and Cross-Correlated Market Indicators | Feb 26, 2025 | Decision Making | CodeCode Available | 1 |
| DDANet: Dual Decoder Attention Network for Automatic Polyp Segmentation | Dec 30, 2020 | Colorectal Polyps CharacterizationDecision Making | CodeCode Available | 1 |
| Sequential Density Ratio Estimation for Simultaneous Optimization of Speed and Accuracy | Jun 10, 2020 | Decision MakingDensity Ratio Estimation | CodeCode Available | 1 |
| Controlling Neural Networks with Rule Representations | Jun 14, 2021 | Decision Making | CodeCode Available | 1 |
| Contrastive Variational Reinforcement Learning for Complex Observations | Aug 6, 2020 | Atari GamesContinuous Control | CodeCode Available | 1 |
| ContrXT: Generating Contrastive Explanations from any Text Classifier | Dec 11, 2021 | Decision MakingExplainable artificial intelligence | CodeCode Available | 1 |
| Continuation Path Learning for Homotopy Optimization | Jul 24, 2023 | Decision Making | CodeCode Available | 1 |
| Conformal Time-series Forecasting | Dec 1, 2021 | Conformal PredictionDecision Making | CodeCode Available | 1 |
| Constraint-Adaptive Policy Switching for Offline Safe Reinforcement Learning | Dec 25, 2024 | Decision MakingOffline RL | CodeCode Available | 1 |
| Conformal Convolution and Monte Carlo Meta-learners for Predictive Inference of Individual Treatment Effects | Feb 7, 2024 | Decision MakingMarketing | CodeCode Available | 1 |
| Conformal Inference of Counterfactuals and Individual Treatment Effects | Jun 11, 2020 | Decision MakingUncertainty Quantification | CodeCode Available | 1 |
| Conformal Predictive Systems Under Covariate Shift | Apr 23, 2024 | Conformal PredictionDecision Making | CodeCode Available | 1 |
| ContainerGym: A Real-World Reinforcement Learning Benchmark for Resource Allocation | Jul 6, 2023 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 1 |
| CoSense3D: an Agent-based Efficient Learning Framework for Collective Perception | Apr 29, 2024 | Data VisualizationDecision Making | CodeCode Available | 1 |
| Concept-level Debugging of Part-Prototype Networks | May 31, 2022 | Decision Making | CodeCode Available | 1 |
| Conditional-Flow NeRF: Accurate 3D Modelling with Reliable Uncertainty Quantification | Mar 18, 2022 | Autonomous DrivingDecision Making | CodeCode Available | 1 |
| ComTraQ-MPC: Meta-Trained DQN-MPC Integration for Trajectory Tracking with Limited Active Localization Updates | Mar 3, 2024 | Decision MakingModel Predictive Control | CodeCode Available | 1 |
| A Comprehensive Evaluation of GPT-4V on Knowledge-Intensive Visual Question Answering | Nov 13, 2023 | Decision MakingExplanation Generation | CodeCode Available | 1 |
| Conditioning Sparse Variational Gaussian Processes for Online Decision-making | Oct 28, 2021 | Active LearningDecision Making | CodeCode Available | 1 |
| A Comprehensive Evaluation of Cognitive Biases in LLMs | Oct 20, 2024 | Decision Making | CodeCode Available | 1 |
| A Benchmark on Uncertainty Quantification for Deep Learning Prognostics | Feb 9, 2023 | Active LearningDecision Making | CodeCode Available | 1 |
| Comprehensive Training and Evaluation on Deep Reinforcement Learning for Automated Driving in Various Simulated Driving Maneuvers | Jun 20, 2023 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 1 |
| Analyzing Fairness in Deepfake Detection With Massively Annotated Databases | Aug 11, 2022 | AttributeDecision Making | CodeCode Available | 1 |
| Adaptive Conformal Predictions for Time Series | Feb 15, 2022 | Conformal PredictionDecision Making | CodeCode Available | 1 |
| Computationally Assisted Quality Control for Public Health Data Streams | Jun 29, 2023 | Decision MakingOutlier Detection | CodeCode Available | 1 |
| Conformal Alignment: Knowing When to Trust Foundation Models with Guarantees | May 16, 2024 | Decision MakingInformativeness | CodeCode Available | 1 |
| Counterfactual Explainable Recommendation | Aug 24, 2021 | Causal Inferencecounterfactual | CodeCode Available | 1 |
| A Comparative Visual Analytics Framework for Evaluating Evolutionary Processes in Multi-objective Optimization | Aug 10, 2023 | BenchmarkingDecision Making | CodeCode Available | 1 |
| ComBiNet: Compact Convolutional Bayesian Neural Network for Image Segmentation | Apr 14, 2021 | Bayesian InferenceDecision Making | CodeCode Available | 1 |
