| JARVix at SemEval-2022 Task 2: It Takes One to Know One? Idiomaticity Detection using Zero and One-Shot Learning | Feb 4, 2022 | Binary ClassificationClassification | CodeCode Available | 0 |
| SoftPQ: Robust Instance Segmentation Evaluation via Soft Matching and Tunable Thresholds | May 17, 2025 | BenchmarkingBinary Classification | CodeCode Available | 0 |
| ECG-Based Electrolyte Prediction: Evaluating Regression and Probabilistic Methods | Dec 21, 2022 | Binary Classificationregression | CodeCode Available | 0 |
| Towards adversarial robustness with 01 loss neural networks | Aug 20, 2020 | Adversarial RobustnessBinary Classification | CodeCode Available | 0 |
| Okapi: Generalising Better by Making Statistical Matches Match | Nov 7, 2022 | BenchmarkingBinary Classification | CodeCode Available | 0 |
| THaMES: An End-to-End Tool for Hallucination Mitigation and Evaluation in Large Language Models | Sep 17, 2024 | BenchmarkingBinary Classification | CodeCode Available | 0 |
| "John is 50 years old, can his son be 65?" Evaluating NLP Models' Understanding of Feasibility | Oct 14, 2022 | Binary ClassificationQuestion Answering | CodeCode Available | 0 |
| Solution Path Algorithm for Twin Multi-class Support Vector Machine | May 30, 2020 | Binary ClassificationClassification | CodeCode Available | 0 |
| Effect of the output activation function on the probabilities and errors in medical image segmentation | Sep 2, 2021 | Binary ClassificationImage Segmentation | CodeCode Available | 0 |
| Deep Generative Learning via Variational Gradient Flow | Jan 24, 2019 | Binary Classification | CodeCode Available | 0 |
| Quantifying the effect of color processing on blood and damaged tissue detection in Whole Slide Images | Sep 26, 2022 | Artifact DetectionBinary Classification | CodeCode Available | 0 |
| Efficient computation of predictive probabilities in probit models via expectation propagation | Sep 4, 2023 | Binary ClassificationForm | CodeCode Available | 0 |
| AdaNet: Adaptive Structural Learning of Artificial Neural Networks | Jul 5, 2016 | Binary ClassificationGeneral Classification | CodeCode Available | 0 |
| Efficient line search for optimizing Area Under the ROC Curve in gradient descent | Oct 11, 2024 | Binary Classification | CodeCode Available | 0 |
| Keeping up with dynamic attackers: Certifying robustness to adaptive online data poisoning | Feb 23, 2025 | Binary ClassificationData Poisoning | CodeCode Available | 0 |
| Kernel-Based Tests for Likelihood-Free Hypothesis Testing | Aug 17, 2023 | Binary ClassificationTwo-sample testing | CodeCode Available | 0 |
| Efficient Policy Learning from Surrogate-Loss Classification Reductions | Feb 12, 2020 | Binary ClassificationClassification | CodeCode Available | 0 |
| Unsupervised Evaluation and Weighted Aggregation of Ranked Predictions | Feb 13, 2018 | Binary ClassificationEnsemble Learning | CodeCode Available | 0 |
| Active Learning for Non-Parametric Regression Using Purely Random Trees | Dec 1, 2018 | Active LearningBinary Classification | CodeCode Available | 0 |
| On Detecting Adversarial Perturbations | Feb 14, 2017 | Adversarial AttackBinary Classification | CodeCode Available | 0 |
| EHRmonize: A Framework for Medical Concept Abstraction from Electronic Health Records using Large Language Models | Jun 28, 2024 | Binary Classification | CodeCode Available | 0 |
| Beyond temperature scaling: Obtaining well-calibrated multi-class probabilities with Dirichlet calibration | Dec 1, 2019 | Binary Classification | CodeCode Available | 0 |
| Electrocardiogram-based diagnosis of liver diseases: an externally validated and explainable machine learning approach | Dec 4, 2024 | Binary ClassificationDiagnostic | CodeCode Available | 0 |
| Solving the enigma: Deriving optimal explanations of deep networks | May 16, 2024 | Binary ClassificationDecision Making | CodeCode Available | 0 |
| Classifier Calibration: with application to threat scores in cybersecurity | Feb 9, 2021 | Binary ClassificationClassifier calibration | CodeCode Available | 0 |
