| Conformal prediction for multi-dimensional time series by ellipsoidal sets | Mar 6, 2024 | Conformal PredictionPrediction | CodeCode Available | 1 |
| Active Statistical Inference | Mar 5, 2024 | Active Learningvalid | CodeCode Available | 1 |
| Normalizing Flow-based Differentiable Particle Filters | Mar 3, 2024 | Density EstimationNormalising Flows | CodeCode Available | 1 |
| Improving the Validity of Automatically Generated Feedback via Reinforcement Learning | Mar 2, 2024 | MathMisconceptions | CodeCode Available | 1 |
| Smooth Tchebycheff Scalarization for Multi-Objective Optimization | Feb 29, 2024 | valid | CodeCode Available | 1 |
| Language Models for Code Completion: A Practical Evaluation | Feb 25, 2024 | Code Completionvalid | CodeCode Available | 1 |
| Text-Guided Molecule Generation with Diffusion Language Model | Feb 20, 2024 | Drug DiscoveryLanguage Modeling | CodeCode Available | 1 |
| Soft Self-Consistency Improves Language Model Agents | Feb 20, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| MUSTARD: Mastering Uniform Synthesis of Theorem and Proof Data | Feb 14, 2024 | Automated Theorem ProvingLanguage Modelling | CodeCode Available | 1 |
| Regression Trees for Fast and Adaptive Prediction Intervals | Feb 12, 2024 | PredictionPrediction Intervals | CodeCode Available | 1 |
| Self-Calibrating Conformal Prediction | Feb 11, 2024 | Binary ClassificationConformal Prediction | CodeCode Available | 1 |
| Introspective Planning: Aligning Robots' Uncertainty with Inherent Task Ambiguity | Feb 9, 2024 | Conformal PredictionHallucination | CodeCode Available | 1 |
| Classification under Nuisance Parameters and Generalized Label Shift in Likelihood-Free Inference | Feb 8, 2024 | Domain AdaptationUncertainty Quantification | CodeCode Available | 1 |
| Real-time Holistic Robot Pose Estimation with Unknown States | Feb 8, 2024 | 6D Pose Estimation using RGBRobot Pose Estimation | CodeCode Available | 1 |
| Deep Reinforcement Learning with Dynamic Graphs for Adaptive Informative Path Planning | Feb 7, 2024 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Masked Pre-training Enables Universal Zero-shot Denoiser | Jan 26, 2024 | DenoisingImage Denoising | CodeCode Available | 1 |
| A Fair Evaluation of Various Deep Learning-Based Document Image Binarization Approaches | Jan 22, 2024 | BinarizationDeep Learning | CodeCode Available | 1 |
| Large Language Models Are Neurosymbolic Reasoners | Jan 17, 2024 | Common Sense ReasoningMath | CodeCode Available | 1 |
| Generalized Planning for the Abstraction and Reasoning Corpus | Jan 15, 2024 | ARCvalid | CodeCode Available | 1 |
| Inconsistency-Based Data-Centric Active Open-Set Annotation | Jan 10, 2024 | Active Learningvalid | CodeCode Available | 1 |
| KernelGPT: Enhanced Kernel Fuzzing via Large Language Models | Dec 31, 2023 | valid | CodeCode Available | 1 |
| Non-Vacuous Generalization Bounds for Large Language Models | Dec 28, 2023 | Generalization Boundsvalid | CodeCode Available | 1 |
| Gaussian Mixture Proposals with Pull-Push Learning Scheme to Capture Diverse Events for Weakly Supervised Temporal Video Grounding | Dec 27, 2023 | SentenceTemporal Sentence Grounding | CodeCode Available | 1 |
| From Correspondences to Pose: Non-minimal Certifiably Optimal Relative Pose without Disambiguation | Dec 10, 2023 | 3D geometryPose Estimation | CodeCode Available | 1 |
| Structured World Representations in Maze-Solving Transformers | Dec 5, 2023 | valid | CodeCode Available | 1 |
