| 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 |
