| Unsupervised Learning of Anomaly Detection from Contaminated Image Data using Simultaneous Encoder Training | May 27, 2019 | Anomaly Detectionvalid | CodeCode Available | 0 |
| Did they answer? Subjective acts and intents in conversational discourse | Apr 9, 2021 | valid | CodeCode Available | 0 |
| Optimization meets Machine Learning: An Exact Algorithm for Semi-Supervised Support Vector Machines | Dec 15, 2023 | Binary Classificationvalid | CodeCode Available | 0 |
| DGNN: Decoupled Graph Neural Networks with Structural Consistency between Attribute and Graph Embedding Representations | Jan 28, 2024 | AttributeGraph Embedding | CodeCode Available | 0 |
| Learning Interpretable Error Functions for Combinatorial Optimization Problem Modeling | Feb 23, 2020 | Combinatorial Optimizationvalid | CodeCode Available | 0 |
| Localized Shape Modelling with Global Coherence: An Inverse Spectral Approach | Aug 4, 2021 | valid | CodeCode Available | 0 |
| Optimized Conformal Selection: Powerful Selective Inference After Conformity Score Optimization | Nov 27, 2024 | Drug DiscoveryModel Optimization | CodeCode Available | 0 |
| Development and Validation of a Corpus for Machine Humor Comprehension | May 1, 2020 | valid | CodeCode Available | 0 |
| Unsupervised Learning of Group Invariant and Equivariant Representations | Feb 15, 2022 | DecoderRepresentation Learning | CodeCode Available | 0 |
| 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 |
| Learning to Retrieve Engaging Follow-Up Queries | Feb 21, 2023 | Retrievalvalid | CodeCode Available | 0 |
| Optimizing AI Reasoning: A Hamiltonian Dynamics Approach to Multi-Hop Question Answering | Oct 6, 2024 | Multi-hop Question AnsweringQuestion Answering | CodeCode Available | 0 |
| DetNet: A Backbone network for Object Detection | Apr 17, 2018 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Determining Question-Answer Plausibility in Crowdsourced Datasets Using Multi-Task Learning | Nov 10, 2020 | Multi-Task Learningvalid | CodeCode Available | 0 |
| Learning with Relaxed Supervision | Dec 1, 2015 | valid | CodeCode Available | 0 |
| Learn What Is Possible, Then Choose What Is Best: Disentangling One-To-Many Relations in Language Through Text-based Games | Apr 14, 2023 | Knowledge Distillationtext-based games | CodeCode Available | 0 |
| Assessing External Validity Over Worst-case Subpopulations | Jul 5, 2020 | Causal Inferencevalid | CodeCode Available | 0 |
| Detecting critical treatment effect bias in small subgroups | Apr 29, 2024 | BenchmarkingDecision Making | CodeCode Available | 0 |
| Length Optimization in Conformal Prediction | Jun 27, 2024 | Conformal PredictionLanguage Modeling | CodeCode Available | 0 |
| Robust Conformal Prediction Using Privileged Information | Jun 8, 2024 | Conformal PredictionPrediction | CodeCode Available | 0 |
| Design Proteins Using Large Language Models: Enhancements and Comparative Analyses | Aug 12, 2024 | valid | CodeCode Available | 0 |
| Leveraging Activation Maximization and Generative Adversarial Training to Recognize and Explain Patterns in Natural Areas in Satellite Imagery | Nov 15, 2023 | valid | CodeCode Available | 0 |
| Instrumental Variable Estimation for Compositional Treatments | Jun 21, 2021 | Diversityvalid | CodeCode Available | 0 |
| Asymptotic Validity and Finite-Sample Properties of Approximate Randomization Tests | Aug 12, 2019 | Clusteringvalid | CodeCode Available | 0 |
| Robust Counterfactual Explanations for Neural Networks With Probabilistic Guarantees | May 19, 2023 | counterfactualvalid | CodeCode Available | 0 |
| Defoiling Foiled Image Captions | May 16, 2018 | DescriptiveImage Captioning | CodeCode Available | 0 |
| CombiNeRF: A Combination of Regularization Techniques for Few-Shot Neural Radiance Field View Synthesis | Mar 21, 2024 | NeRFNovel View Synthesis | CodeCode Available | 0 |
| Don't Explain Noise: Robust Counterfactuals for Randomized Ensembles | May 27, 2022 | counterfactualvalid | CodeCode Available | 0 |
| Approximating Persistent Homology for Large Datasets | Apr 19, 2022 | Topological Data Analysisvalid | CodeCode Available | 0 |
| The Brier Score under Administrative Censoring: Problems and Solutions | Dec 18, 2019 | Survival Analysisvalid | CodeCode Available | 0 |
| Linear Causal Representation Learning from Unknown Multi-node Interventions | Jun 9, 2024 | Representation Learningvalid | CodeCode Available | 0 |
| Robust Estimation and Inference in Panels with Interactive Fixed Effects | Oct 13, 2022 | valid | CodeCode Available | 0 |
| The Chi-Square Test of Distance Correlation | Dec 27, 2019 | valid | CodeCode Available | 0 |
| Linguistics Theory Meets LLM: Code-Switched Text Generation via Equivalence Constrained Large Language Models | Oct 30, 2024 | Text Generationvalid | CodeCode Available | 0 |
| Defending Neural Backdoors via Generative Distribution Modeling | Oct 10, 2019 | Backdoor AttackImage Generation | CodeCode Available | 0 |
| Unsupervised Matching of Data and Text | Dec 16, 2021 | Entity ResolutionQuestion Answering | CodeCode Available | 0 |
| Smooth Sailing: Lipschitz-Driven Uncertainty Quantification for Spatial Association | Feb 9, 2025 | EpidemiologyUncertainty Quantification | CodeCode Available | 0 |
| Lipschitzness Is All You Need To Tame Off-policy Generative Adversarial Imitation Learning | Jun 28, 2020 | AllContinuous Control | CodeCode Available | 0 |
| DeepTracks: Geopositioning Maritime Vehicles in Video Acquired from a Moving Platform | Sep 2, 2021 | valid | CodeCode Available | 0 |
| Stabilizing the Maximal Entropy Moment Method for Rarefied Gas Dynamics at Single-Precision | Mar 6, 2023 | GPUvalid | CodeCode Available | 0 |
| Deep-neural-network solution of the electronic Schrödinger equation | Sep 23, 2020 | valid | CodeCode Available | 0 |
| 3D Reconstruction and Segmentation of Dissection Photographs for MRI-free Neuropathology | Sep 11, 2020 | 3D Reconstructionvalid | CodeCode Available | 0 |
| The DCU-EPFL Enhanced Dependency Parser at the IWPT 2021 Shared Task | Jul 5, 2021 | valid | CodeCode Available | 0 |
| Automated Search for Configurations of Deep Neural Network Architectures | Apr 9, 2019 | image-classificationImage Classification | CodeCode Available | 0 |
| LLM-Measure: Generating Valid, Consistent, and Reproducible Text-Based Measures for Social Science Research | Sep 19, 2024 | valid | CodeCode Available | 0 |
| Deep Neural Networks for Estimation and Inference | Sep 26, 2018 | Marketingregression | CodeCode Available | 0 |
| The Double Sphere Camera Model | Jul 24, 2018 | 3D ReconstructionAutonomous Driving | CodeCode Available | 0 |
| Local Causal Discovery for Structural Evidence of Direct Discrimination | May 23, 2024 | Causal DiscoveryDecision Making | CodeCode Available | 0 |
| Outlier-robust sparse/low-rank least-squares regression and robust matrix completion | Dec 12, 2020 | Matrix Completionregression | CodeCode Available | 0 |
| Local Discovery by Partitioning: Polynomial-Time Causal Discovery Around Exposure-Outcome Pairs | Oct 25, 2023 | Causal DiscoveryCausal Inference | CodeCode Available | 0 |