| Assessing Reliability and Challenges of Uncertainty Estimations for Medical Image Segmentation | Jul 7, 2019 | Image SegmentationMedical Image Segmentation | CodeCode Available | 0 | 5 |
| From Natural Language to Simulations: Applying GPT-3 Codex to Automate Simulation Modeling of Logistics Systems | Feb 24, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 0 | 5 |
| SHAP-XRT: The Shapley Value Meets Conditional Independence Testing | Jul 14, 2022 | Binary ClassificationDecision Making | CodeCode Available | 0 | 5 |
| Functional Factor Regression with an Application to Electricity Price Curve Modeling | Mar 16, 2025 | regressionvalid | CodeCode Available | 0 | 5 |
| Generalized Denoising Auto-Encoders as Generative Models | May 29, 2013 | Denoisingvalid | CodeCode Available | 0 | 5 |
| A Fourier representation of kernel Stein discrepancy with application to Goodness-of-Fit tests for measures on infinite dimensional Hilbert spaces | Jun 9, 2022 | valid | CodeCode Available | 0 | 5 |
| FlowPG: Action-constrained Policy Gradient with Normalizing Flows | Feb 7, 2024 | continuous-controlContinuous Control | 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 |
| Finding Valid Adjustments under Non-ignorability with Minimal DAG Knowledge | Jun 22, 2021 | Causal InferenceRepresentation Learning | CodeCode Available | 0 | 5 |
| 3D Object Detection From LiDAR Data Using Distance Dependent Feature Extraction | Mar 2, 2020 | 3D Object Detectionobject-detection | CodeCode Available | 0 | 5 |
| Finetuning BERT on Partially Annotated NER Corpora | Nov 25, 2022 | named-entity-recognitionNamed Entity Recognition | 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 |
| Feature Fitted Online Conformal Prediction for Deep Time Series Forecasting Model | May 13, 2025 | Conformal PredictionPrediction | CodeCode Available | 0 | 5 |
| Alignist: CAD-Informed Orientation Distribution Estimation by Fusing Shape and Correspondences | Sep 10, 2024 | Contrastive Learningvalid | CodeCode Available | 0 | 5 |
| Federated Prediction-Powered Inference from Decentralized Data | Sep 3, 2024 | Federated LearningPrediction | CodeCode Available | 0 | 5 |
| Feasible Learning | Jan 24, 2025 | image-classificationImage Classification | CodeCode Available | 0 | 5 |
| Fast Rates for Noisy Interpolation Require Rethinking the Effects of Inductive Bias | Mar 7, 2022 | Inductive Biasvalid | CodeCode Available | 0 | 5 |
| Feature-based reformulation of entities in triple pattern queries | Jul 4, 2018 | Knowledge Graphsvalid | CodeCode Available | 0 | 5 |
| Adaptive Machine Unlearning | Jun 8, 2021 | Machine Unlearningvalid | CodeCode Available | 0 | 5 |
| A Semi-Supervised Data Augmentation Approach using 3D Graphical Engines | Aug 8, 2018 | Data AugmentationDeep Learning | CodeCode Available | 0 | 5 |
| Fast Matrix Multiplication Without Tears: A Constraint Programming Approach | Jun 1, 2023 | Deep Reinforcement LearningProblem Decomposition | CodeCode Available | 0 | 5 |
| Failing to Learn: Autonomously Identifying Perception Failures for Self-driving Cars | Jun 30, 2017 | Autonomous DrivingAutonomous Vehicles | CodeCode Available | 0 | 5 |
| Fair Representation: Guaranteeing Approximate Multiple Group Fairness for Unknown Tasks | Sep 1, 2021 | AllFairness | CodeCode Available | 0 | 5 |
| Algebra Error Classification with Large Language Models | May 8, 2023 | ClassificationMath | CodeCode Available | 0 | 5 |
| A Scalable AutoML Approach Based on Graph Neural Networks | Oct 29, 2021 | AutoMLGraph Generation | CodeCode Available | 0 | 5 |
| Fabrication-Aware Reverse Engineering for Carpentry | Jul 21, 2021 | 3D Reconstructionvalid | CodeCode Available | 0 | 5 |
| Faithful Question Answering with Monte-Carlo Planning | May 4, 2023 | Decision MakingQuestion Answering | CodeCode Available | 0 | 5 |
| A Large Dimensional Study of Regularized Discriminant Analysis Classifiers | Nov 1, 2017 | valid | CodeCode Available | 0 | 5 |
| Exposure-Aware Dynamic Weighted Learning for Single-Shot HDR Imaging | Oct 23, 2022 | HDR ReconstructionImage Reconstruction | CodeCode Available | 0 | 5 |
| Can LLMs perform structured graph reasoning? | Feb 2, 2024 | BenchmarkingNavigate | CodeCode Available | 0 | 5 |
| Exploring the User Experience of AI-Assisted Sound Searching Systems for Creative Workflows | Apr 22, 2025 | valid | CodeCode Available | 0 | 5 |
| Extending Conformal Prediction to Hidden Markov Models with Exact Validity via de Finetti's Theorem for Markov Chains | Oct 5, 2022 | Conformal PredictionPrediction | CodeCode Available | 0 | 5 |
| FAMuS: Frames Across Multiple Sources | Nov 9, 2023 | ArticlesSentence | CodeCode Available | 0 | 5 |
| Generalized Random Forests | Oct 5, 2016 | Heterogeneous Treatment Effect Estimationquantile regression | CodeCode Available | 0 | 5 |
| A Study in Improving BLEU Reference Coverage with Diverse Automatic Paraphrasing | Apr 30, 2020 | Machine TranslationSentence | CodeCode Available | 0 | 5 |
| Enhancing Interpretability and Generalizability in Extended Isolation Forests | Oct 9, 2023 | Anomaly DetectionFeature Importance | CodeCode Available | 0 | 5 |
| Adaptive Experimentation with Delayed Binary Feedback | Feb 2, 2022 | Multi-Armed Banditsvalid | CodeCode Available | 0 | 5 |
| Exploring Automated Distractor Generation for Math Multiple-choice Questions via Large Language Models | Apr 2, 2024 | Distractor GenerationIn-Context Learning | CodeCode Available | 0 | 5 |
| Exact sharp-fronted solutions for nonlinear diffusion on evolving domains | Jun 13, 2023 | valid | CodeCode Available | 0 | 5 |
| AIFB-WebScience at SemEval-2022 Task 12: Relation Extraction First - Using Relation Extraction to Identify Entities | Jul 1, 2022 | Joint Entity and Relation ExtractionMath | CodeCode Available | 0 | 5 |
| Exact solutions for diffusive transport on heterogeneous growing domains | Apr 19, 2023 | valid | CodeCode Available | 0 | 5 |
| AIFB-WebScience at SemEval-2022 Task 12: Relation Extraction First -- Using Relation Extraction to Identify Entities | Mar 10, 2022 | Joint Entity and Relation ExtractionMath | CodeCode Available | 0 | 5 |
| Evolutionary thoughts: integration of large language models and evolutionary algorithms | May 9, 2025 | Evolutionary AlgorithmsHallucination | CodeCode Available | 0 | 5 |
| Exploring conversation topics in conversational artificial intelligence–Based social mediated communities of practice | May 11, 2022 | Topic Modelsvalid | CodeCode Available | 0 | 5 |
| Evaluating the Robustness of Nearest Neighbor Classifiers: A Primal-Dual Perspective | Jun 10, 2019 | valid | CodeCode Available | 0 | 5 |
| A Retrospective of the Tutorial on Opportunities and Challenges of Online Deep Learning | May 27, 2024 | Deep Learningvalid | CodeCode Available | 0 | 5 |
| Evaluating the Validity of Word-level Adversarial Attacks with Large Language Models | Aug 15, 2024 | Adversarial AttackLanguage Modeling | CodeCode Available | 0 | 5 |
| Learning from the Syndrome | Oct 23, 2018 | Decodervalid | CodeCode Available | 0 | 5 |
| Evaluating the Construct Validity of Text Embeddings with Application to Survey Questions | Feb 18, 2022 | SentenceSurvey | CodeCode Available | 0 | 5 |
| Evaluating Webcam-based Gaze Data as an Alternative for Human Rationale Annotations | Feb 29, 2024 | valid | CodeCode Available | 0 | 5 |
