| Resolve Domain Conflicts for Generalizable Remote Physiological Measurement | Apr 11, 2024 | AttributeEmotion Recognition | CodeCode Available | 1 | 5 |
| Don't Generate, Discriminate: A Proposal for Grounding Language Models to Real-World Environments | Dec 19, 2022 | In-Context LearningKnowledge Base Question Answering | CodeCode Available | 1 | 5 |
| Double-Ended Synthesis Planning with Goal-Constrained Bidirectional Search | Jul 8, 2024 | Retrosynthesisvalid | CodeCode Available | 1 | 5 |
| R-MNet: A Perceptual Adversarial Network for Image Inpainting | Aug 11, 2020 | DecoderImage Inpainting | CodeCode Available | 1 | 5 |
| DoubleML -- An Object-Oriented Implementation of Double Machine Learning in Python | Apr 7, 2021 | BIG-bench Machine Learningvalid | CodeCode Available | 1 | 5 |
| DoubleML -- An Object-Oriented Implementation of Double Machine Learning in R | Mar 17, 2021 | BIG-bench Machine Learningvalid | CodeCode Available | 1 | 5 |
| Automated Parkinson's Disease Detection and Affective Analysis from Emotional EEG Signals | Feb 21, 2022 | EEGElectroencephalogram (EEG) | CodeCode Available | 1 | 5 |
| Full-Information Estimation of Heterogeneous Agent Models Using Macro and Micro Data | Jan 12, 2021 | Bayesian InferenceTime Series | CodeCode Available | 1 | 5 |
| Atomic structure generation from reconstructing structural fingerprints | Jul 27, 2022 | BIG-bench Machine Learningvalid | CodeCode Available | 1 | 5 |
| A Model to Search for Synthesizable Molecules | Jun 12, 2019 | modelRetrosynthesis | CodeCode Available | 1 | 5 |
| AMP: Automatically Finding Model Parallel Strategies with Heterogeneity Awareness | Oct 13, 2022 | valid | CodeCode Available | 1 | 5 |
| Generalized Spectral Clustering via Gromov-Wasserstein Learning | Jun 7, 2020 | Clusteringgraph partitioning | CodeCode Available | 1 | 5 |
| Dynamic Multi-Robot Task Allocation under Uncertainty and Temporal Constraints | May 27, 2020 | Decision MakingDecision Making Under Uncertainty | CodeCode Available | 1 | 5 |
| Scaling up Trustless DNN Inference with Zero-Knowledge Proofs | Oct 17, 2022 | RetrievalSNARKS | CodeCode Available | 1 | 5 |
| Generating Natural Language Proofs with Verifier-Guided Search | May 25, 2022 | Hallucinationvalid | CodeCode Available | 1 | 5 |
| EDMP: Ensemble-of-costs-guided Diffusion for Motion Planning | Sep 20, 2023 | Collision AvoidanceDeep Learning | CodeCode Available | 1 | 5 |
| An Action Is Worth Multiple Words: Handling Ambiguity in Action Recognition | Oct 10, 2022 | Action Recognitionvalid | CodeCode Available | 1 | 5 |
| EEGMatch: Learning with Incomplete Labels for Semi-Supervised EEG-based Cross-Subject Emotion Recognition | Mar 27, 2023 | Data AugmentationDomain Adaptation | CodeCode Available | 1 | 5 |
| Sequential estimation of quantiles with applications to A/B-testing and best-arm identification | Jun 24, 2019 | valid | CodeCode Available | 1 | 5 |
| Sequential Predictive Conformal Inference for Time Series | Dec 7, 2022 | Conformal PredictionPrediction | CodeCode Available | 1 | 5 |
| Simulated Multiple Reference Training Improves Low-Resource Machine Translation | Apr 30, 2020 | Machine TranslationSentence | CodeCode Available | 1 | 5 |
| Efficient adjustment sets in causal graphical models with hidden variables | Apr 22, 2020 | valid | CodeCode Available | 1 | 5 |
| Efficient nonparametric statistical inference on population feature importance using Shapley values | Jun 16, 2020 | Feature ImportanceMortality Prediction | CodeCode Available | 1 | 5 |
| EfficientNeRF: Efficient Neural Radiance Fields | Jun 2, 2022 | NeRFvalid | CodeCode Available | 1 | 5 |
| GraphAF: a Flow-based Autoregressive Model for Molecular Graph Generation | Jan 26, 2020 | Density EstimationDrug Discovery | CodeCode Available | 1 | 5 |
| Soft Self-Consistency Improves Language Model Agents | Feb 20, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| End-to-End Conformal Calibration for Optimization Under Uncertainty | Sep 30, 2024 | Conformal PredictionDecision Making | CodeCode Available | 1 | 5 |
| Augmented Sliced Wasserstein Distances | Jun 15, 2020 | Computational Efficiencyvalid | CodeCode Available | 1 | 5 |
| SQLFixAgent: Towards Semantic-Accurate Text-to-SQL Parsing via Consistency-Enhanced Multi-Agent Collaboration | Jun 19, 2024 | SQL ParsingText to SQL | CodeCode Available | 1 | 5 |
| Statistical Inference for Heterogeneous Treatment Effects Discovered by Generic Machine Learning in Randomized Experiments | Mar 28, 2022 | valid | CodeCode Available | 1 | 5 |
| Improving the Validity of Automatically Generated Feedback via Reinforcement Learning | Mar 2, 2024 | MathMisconceptions | CodeCode Available | 1 | 5 |
| 6GAN: IPv6 Multi-Pattern Target Generation via Generative Adversarial Nets with Reinforcement Learning | Apr 21, 2022 | Decision Makingreinforcement-learning | CodeCode Available | 1 | 5 |
| Style Transfer as Data Augmentation: A Case Study on Named Entity Recognition | Oct 14, 2022 | Data AugmentationDiversity | CodeCode Available | 1 | 5 |
| Ensemble Conformalized Quantile Regression for Probabilistic Time Series Forecasting | Feb 17, 2022 | Conformal PredictionPrediction Intervals | CodeCode Available | 1 | 5 |
| Legacy Photo Editing with Learned Noise Prior | Nov 23, 2020 | ColorizationDenoising | CodeCode Available | 1 | 5 |
| Equivariant Shape-Conditioned Generation of 3D Molecules for Ligand-Based Drug Design | Oct 6, 2022 | Drug Designvalid | CodeCode Available | 1 | 5 |
| Erdos Goes Neural: an Unsupervised Learning Framework for Combinatorial Optimization on Graphs | Jun 18, 2020 | ClusteringCombinatorial Optimization | CodeCode Available | 1 | 5 |
| Error-quantified Conformal Inference for Time Series | Feb 2, 2025 | PredictionTime Series | CodeCode Available | 1 | 5 |
| High-Dimensional Granger Causality Tests with an Application to VIX and News | Dec 13, 2019 | regressionTime Series | CodeCode Available | 1 | 5 |
| Symmetric Network with Spatial Relationship Modeling for Natural Language-based Vehicle Retrieval | Jun 22, 2022 | Retrievalvalid | CodeCode Available | 1 | 5 |
| PRover: Proof Generation for Interpretable Reasoning over Rules | Oct 6, 2020 | valid | CodeCode Available | 1 | 5 |
| Don't Fine-Tune, Decode: Syntax Error-Free Tool Use via Constrained Decoding | Oct 10, 2023 | Mathvalid | CodeCode Available | 1 | 5 |
| Evaluating Evaluation Metrics: A Framework for Analyzing NLG Evaluation Metrics using Measurement Theory | May 24, 2023 | nlg evaluationText Generation | CodeCode Available | 1 | 5 |
| A Confidence Interval for the _2 Expected Calibration Error | Aug 16, 2024 | valid | CodeCode Available | 0 | 5 |
| An Experimental Design for Anytime-Valid Causal Inference on Multi-Armed Bandits | Nov 9, 2023 | Causal InferenceExperimental Design | CodeCode Available | 0 | 5 |
| An Exact and Robust Conformal Inference Method for Counterfactual and Synthetic Controls | Dec 25, 2017 | Causal InferenceConformal Prediction | CodeCode Available | 0 | 5 |
| Adversarial Generation of Informative Trajectories for Dynamics System Identification | Mar 2, 2020 | Generative Adversarial Networkvalid | CodeCode Available | 0 | 5 |
| FLICU: A Federated Learning Workflow for Intensive Care Unit Mortality Prediction | May 30, 2022 | BIG-bench Machine LearningBinary Classification | CodeCode Available | 0 | 5 |
| ABC-Di: Approximate Bayesian Computation for Discrete Data | Oct 19, 2020 | Neural Architecture Searchvalid | CodeCode Available | 0 | 5 |
| Floors are Flat: Leveraging Semantics for Real-Time Surface Normal Prediction | Jun 16, 2019 | Semantic SegmentationSurface Normals Estimation | CodeCode Available | 0 | 5 |
