| 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 |
| Double/Debiased Machine Learning for Treatment and Causal Parameters | Jul 30, 2016 | BIG-bench Machine LearningCausal Inference | CodeCode Available | 1 |
| Calibrating Transformers via Sparse Gaussian Processes | Mar 4, 2023 | Bayesian InferenceGaussian Processes | CodeCode Available | 1 |
| ArtiBoost: Boosting Articulated 3D Hand-Object Pose Estimation via Online Exploration and Synthesis | Sep 12, 2021 | 3D Hand Pose Estimationhand-object pose | CodeCode Available | 1 |
| Dynamic Multi-Robot Task Allocation under Uncertainty and Temporal Constraints | May 27, 2020 | Decision MakingDecision Making Under Uncertainty | 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 |
| 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 |
| Efficient nonparametric statistical inference on population feature importance using Shapley values | Jun 16, 2020 | Feature ImportanceMortality Prediction | CodeCode Available | 1 |
| End-to-End Conformal Calibration for Optimization Under Uncertainty | Sep 30, 2024 | Conformal PredictionDecision Making | CodeCode Available | 1 |
| Equivariant Shape-Conditioned Generation of 3D Molecules for Ligand-Based Drug Design | Oct 6, 2022 | Drug Designvalid | CodeCode Available | 1 |
| Erdos Goes Neural: an Unsupervised Learning Framework for Combinatorial Optimization on Graphs | Jun 18, 2020 | ClusteringCombinatorial Optimization | CodeCode Available | 1 |
| Estimating Multi-cause Treatment Effects via Single-cause Perturbation | Dec 1, 2021 | Causal Inferencevalid | CodeCode Available | 1 |
| High-Dimensional Granger Causality Tests with an Application to VIX and News | Dec 13, 2019 | regressionTime Series | CodeCode Available | 1 |
| Active Statistical Inference | Mar 5, 2024 | Active Learningvalid | 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 |
| 3D Hand Shape and Pose from Images in the Wild | Feb 9, 2019 | 3D Hand Pose EstimationDecoder | CodeCode Available | 1 |
| Assumption-Lean and Data-Adaptive Post-Prediction Inference | Nov 23, 2023 | Predictionvalid | CodeCode Available | 1 |
| Can Unconfident LLM Annotations Be Used for Confident Conclusions? | Aug 27, 2024 | valid | CodeCode Available | 1 |
| Fog Simulation on Real LiDAR Point Clouds for 3D Object Detection in Adverse Weather | Aug 11, 2021 | 3D Object DetectionObject | CodeCode Available | 1 |
| CaTGrasp: Learning Category-Level Task-Relevant Grasping in Clutter from Simulation | Sep 19, 2021 | Domain AdaptationDomain Generalization | CodeCode Available | 1 |
| ChatGPT-powered Conversational Drug Editing Using Retrieval and Domain Feedback | May 29, 2023 | Decision MakingDrug Discovery | CodeCode Available | 1 |
| From Correspondences to Pose: Non-minimal Certifiably Optimal Relative Pose without Disambiguation | Dec 10, 2023 | 3D geometryPose Estimation | CodeCode Available | 1 |
| Full-Information Estimation of Heterogeneous Agent Models Using Macro and Micro Data | Jan 12, 2021 | Bayesian InferenceTime Series | CodeCode Available | 1 |
| Generalized Spectral Clustering via Gromov-Wasserstein Learning | Jun 7, 2020 | Clusteringgraph partitioning | CodeCode Available | 1 |
| Generating 3D Molecular Structures Conditional on a Receptor Binding Site with Deep Generative Models | Oct 16, 2020 | Decodervalid | CodeCode Available | 1 |
| Generating Label Cohesive and Well-Formed Adversarial Claims | Sep 17, 2020 | Fact CheckingLanguage Modeling | CodeCode Available | 1 |
| Generating Natural Language Proofs with Verifier-Guided Search | May 25, 2022 | Hallucinationvalid | CodeCode Available | 1 |
| BLADE: Benchmarking Language Model Agents for Data-Driven Science | Aug 19, 2024 | BenchmarkingDecision Making | CodeCode Available | 1 |
| Generative Subgraph Retrieval for Knowledge Graph-Grounded Dialog Generation | Oct 12, 2024 | InformativenessRetrieval | CodeCode Available | 1 |
| Geometric Total Variation for Image Vectorization, Zooming and Pixel Art Depixelizing | Jul 31, 2020 | Quantizationvalid | CodeCode Available | 1 |
| A Fair Evaluation of Various Deep Learning-Based Document Image Binarization Approaches | Jan 22, 2024 | BinarizationDeep Learning | CodeCode Available | 1 |
| Bottom-Up Constituency Parsing and Nested Named Entity Recognition with Pointer Networks | Oct 11, 2021 | Constituency Parsingnamed-entity-recognition | CodeCode Available | 1 |
| Handling Distribution Shifts on Graphs: An Invariance Perspective | Feb 5, 2022 | valid | CodeCode Available | 1 |
| Heterogenous Ensemble of Models for Molecular Property Prediction | Nov 20, 2022 | Molecular Property PredictionPrediction | CodeCode Available | 1 |
| BenchCLAMP: A Benchmark for Evaluating Language Models on Syntactic and Semantic Parsing | Jun 21, 2022 | DecoderLanguage Modeling | CodeCode Available | 1 |
| How do we generalize? | Apr 2, 2021 | valid | CodeCode Available | 1 |
| Human Pose Transfer by Adaptive Hierarchical Deformation | Dec 13, 2020 | Image GenerationPose Transfer | CodeCode Available | 1 |
| ICDAR 2019 Competition on Large-scale Street View Text with Partial Labeling -- RRC-LSVT | Sep 17, 2019 | Text DetectionText Spotting | CodeCode Available | 1 |
| Identifying the Risks of LM Agents with an LM-Emulated Sandbox | Sep 25, 2023 | Language Modellingvalid | CodeCode Available | 1 |
| Image Inpainting with Edge-guided Learnable Bidirectional Attention Maps | Apr 25, 2021 | Image Inpaintingvalid | CodeCode Available | 1 |
| Impact of PolSAR pre-processing and balancing methods on complex-valued neural networks segmentation tasks | Oct 28, 2022 | Semantic Segmentationvalid | CodeCode Available | 1 |
| Bayes-Newton Methods for Approximate Bayesian Inference with PSD Guarantees | Nov 2, 2021 | Bayesian InferenceGaussian Processes | CodeCode Available | 1 |
| Improving Conditional Coverage via Orthogonal Quantile Regression | Jun 1, 2021 | Prediction Intervalsquantile regression | CodeCode Available | 1 |
| Improving the Validity of Automatically Generated Feedback via Reinforcement Learning | Mar 2, 2024 | MathMisconceptions | CodeCode Available | 1 |
| Inconsistency-Based Data-Centric Active Open-Set Annotation | Jan 10, 2024 | Active Learningvalid | CodeCode Available | 1 |
| Benchmarking structure-based three-dimensional molecular generative models using GenBench3D: ligand conformation quality matters | Jul 5, 2024 | Benchmarkingvalid | CodeCode Available | 1 |
| BoxVIS: Video Instance Segmentation with Box Annotations | Mar 26, 2023 | Instance SegmentationSemantic Segmentation | CodeCode Available | 1 |
