| Counterfactual Explainable Recommendation | Aug 24, 2021 | Causal Inferencecounterfactual | CodeCode Available | 1 |
| Conformal Time-series Forecasting | Dec 1, 2021 | 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 |
| DiffLight: A Partial Rewards Conditioned Diffusion Model for Traffic Signal Control with Missing Data | Oct 30, 2024 | Decision MakingImputation | CodeCode Available | 1 |
| Can Learned Optimization Make Reinforcement Learning Less Difficult? | Jul 9, 2024 | Decision MakingMeta-Learning | CodeCode Available | 1 |
| Contrastive Variational Reinforcement Learning for Complex Observations | Aug 6, 2020 | Atari GamesContinuous Control | CodeCode Available | 1 |
| Can language agents be alternatives to PPO? A Preliminary Empirical Study On OpenAI Gym | Dec 6, 2023 | BenchmarkingDecision Making | CodeCode Available | 1 |
| Can LLMs Express Their Uncertainty? An Empirical Evaluation of Confidence Elicitation in LLMs | Jun 22, 2023 | Arithmetic ReasoningBenchmarking | CodeCode Available | 1 |
| Can GPT-4V(ision) Serve Medical Applications? Case Studies on GPT-4V for Multimodal Medical Diagnosis | Oct 15, 2023 | AnatomyComputed Tomography (CT) | 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 |
| Can Increasing Input Dimensionality Improve Deep Reinforcement Learning? | Mar 3, 2020 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 1 |
| CARL-GT: Evaluating Causal Reasoning Capabilities of Large Language Models | Dec 23, 2024 | Decision MakingMath | 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 |
| CAMANet: Class Activation Map Guided Attention Network for Radiology Report Generation | Nov 2, 2022 | cross-modal alignmentDecision Making | CodeCode Available | 1 |
| Calibration of Neural Networks using Splines | Jun 23, 2020 | Decision Makingimage-classification | CodeCode Available | 1 |
| A Graph-Based Modeling Framework for Tracing Hydrological Pollutant Transport in Surface Waters | Feb 10, 2023 | Decision Making | CodeCode Available | 1 |
| Decision-Making with Auto-Encoding Variational Bayes | Feb 17, 2020 | Decision MakingTwo-sample testing | CodeCode Available | 1 |
| CAMMARL: Conformal Action Modeling in Multi Agent Reinforcement Learning | Jun 19, 2023 | Conformal PredictionDecision Making | CodeCode Available | 1 |
| Decision Stacks: Flexible Reinforcement Learning via Modular Generative Models | Jun 9, 2023 | Decision Makingreinforcement-learning | 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 |
| Decomposed Mutual Information Optimization for Generalized Context in Meta-Reinforcement Learning | Oct 9, 2022 | Decision MakingMeta Reinforcement Learning | CodeCode Available | 1 |
| Bundle Recommendation with Graph Convolutional Networks | May 7, 2020 | Decision MakingGraph Neural Network | CodeCode Available | 1 |
| BuildingView: Constructing Urban Building Exteriors Databases with Street View Imagery and Multimodal Large Language Mode | Sep 29, 2024 | Decision MakingSystematic Literature Review | CodeCode Available | 1 |
| Cal-DETR: Calibrated Detection Transformer | Nov 6, 2023 | Decision 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 |
| Deep Policies for Online Bipartite Matching: A Reinforcement Learning Approach | Sep 21, 2021 | Decision Makingreinforcement-learning | CodeCode Available | 1 |
| CLIMAT: Clinically-Inspired Multi-Agent Transformers for Knee Osteoarthritis Trajectory Forecasting | Apr 8, 2021 | Decision MakingDiagnostic | CodeCode Available | 1 |
| ADaPT: As-Needed Decomposition and Planning with Language Models | Nov 8, 2023 | Decision Making | CodeCode Available | 1 |
| Comparing Deep Reinforcement Learning Algorithms in Two-Echelon Supply Chains | Apr 20, 2022 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 1 |
| CAMul: Calibrated and Accurate Multi-view Time-Series Forecasting | Sep 15, 2021 | Decision MakingProbabilistic Time Series Forecasting | CodeCode Available | 1 |
| Causal-aware Large Language Models: Enhancing Decision-Making Through Learning, Adapting and Acting | May 30, 2025 | Decision Making | CodeCode Available | 1 |
| Defeasible Visual Entailment: Benchmark, Evaluator, and Reward-Driven Optimization | Dec 19, 2024 | Contrastive LearningDecision Making | CodeCode Available | 1 |
| DEFN: Dual-Encoder Fourier Group Harmonics Network for Three-Dimensional Indistinct-Boundary Object Segmentation | Nov 1, 2023 | 3D ReconstructionData Augmentation | CodeCode Available | 1 |
| Adapting and Evaluating Influence-Estimation Methods for Gradient-Boosted Decision Trees | Apr 30, 2022 | Decision Making | CodeCode Available | 1 |
| Detecting Individual Decision-Making Style: Exploring Behavioral Stylometry in Chess | Aug 2, 2022 | Decision Making | CodeCode Available | 1 |
| DeViL: Decoding Vision features into Language | Sep 4, 2023 | Decision MakingLanguage Modeling | CodeCode Available | 1 |
| DexArt: Benchmarking Generalizable Dexterous Manipulation with Articulated Objects | May 9, 2023 | BenchmarkingDecision Making | CodeCode Available | 1 |
| Brain Tumor Segmentation and Radiomics Survival Prediction: Contribution to the BRATS 2017 Challenge | Feb 28, 2018 | Brain Tumor SegmentationData Augmentation | CodeCode Available | 1 |
| BoWFire: Detection of Fire in Still Images by Integrating Pixel Color and Texture Analysis | Jun 10, 2015 | Decision MakingFire Detection | CodeCode Available | 1 |
| Breadcrumbs to the Goal: Goal-Conditioned Exploration from Human-in-the-Loop Feedback | Jul 20, 2023 | Decision Makingreinforcement-learning | CodeCode Available | 1 |
| BLADE: Benchmarking Language Model Agents for Data-Driven Science | Aug 19, 2024 | BenchmarkingDecision Making | CodeCode Available | 1 |
| A general framework for multi-step ahead adaptive conformal heteroscedastic time series forecasting | Jul 28, 2022 | Conformal PredictionDecision Making | CodeCode Available | 1 |
| Bridging POMDPs and Bayesian decision making for robust maintenance planning under model uncertainty: An application to railway systems | Dec 15, 2022 | Decision MakingSequential Decision Making | CodeCode Available | 1 |
| Discern: Discourse-Aware Entailment Reasoning Network for Conversational Machine Reading | Oct 5, 2020 | Decision MakingDiscourse Segmentation | CodeCode Available | 1 |
| Distributional Counterfactual Explanations With Optimal Transport | Jan 23, 2024 | counterfactualCounterfactual Explanation | CodeCode Available | 1 |
| Distributional GFlowNets with Quantile Flows | Feb 11, 2023 | Decision Making | CodeCode Available | 1 |
| Bidirectional Representation Learning from Transformers using Multimodal Electronic Health Record Data to Predict Depression | Sep 26, 2020 | Decision MakingDisease Prediction | CodeCode Available | 1 |
| Diverse and Admissible Trajectory Forecasting through Multimodal Context Understanding | Mar 6, 2020 | Autonomous DrivingDecision Making | CodeCode Available | 1 |
| Bidirectional Model-based Policy Optimization | Jul 4, 2020 | Decision Makingmodel | CodeCode Available | 1 |
