| Explanations Based on Item Response Theory (eXirt): A Model-Specific Method to Explain Tree-Ensemble Model in Trust Perspective | Oct 18, 2022 | Binary ClassificationExplainable artificial intelligence | CodeCode Available | 0 |
| Towards Understanding GD with Hard and Conjugate Pseudo-labels for Test-Time Adaptation | Oct 18, 2022 | Binary ClassificationDomain Adaptation | —Unverified | 0 |
| Review Learning: Alleviating Catastrophic Forgetting with Generative Replay without Generator | Oct 17, 2022 | Binary ClassificationContinual Learning | —Unverified | 0 |
| Stochastic Differentially Private and Fair Learning | Oct 17, 2022 | Binary ClassificationDecision Making | CodeCode Available | 0 |
| Systematic Evaluation of Predictive Fairness | Oct 17, 2022 | Binary ClassificationClassification | CodeCode Available | 0 |
| Explaining machine learning models for age classification in human gait analysis | Oct 16, 2022 | Age ClassificationBinary Classification | —Unverified | 0 |
| A Fault Detection Scheme Utilizing Convolutional Neural Network for PV Solar Panels with High Accuracy | Oct 14, 2022 | Binary ClassificationClassification | —Unverified | 0 |
| Automated dysgraphia detection by deep learning with SensoGrip | Oct 14, 2022 | Binary ClassificationDeep Learning | —Unverified | 0 |
| Prediction of drug effectiveness in rheumatoid arthritis patients based on machine learning algorithms | Oct 14, 2022 | Binary ClassificationClassification | 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 |
| Vision Transformers provably learn spatial structure | Oct 13, 2022 | Binary ClassificationInductive Bias | —Unverified | 0 |
| Contrastive Neural Ratio Estimation for Simulation-based Inference | Oct 11, 2022 | Binary Classification | CodeCode Available | 0 |
| Aggregating Layers for Deepfake Detection | Oct 11, 2022 | Binary ClassificationDeepFake Detection | CodeCode Available | 0 |
| Synthetic Voice Detection and Audio Splicing Detection using SE-Res2Net-Conformer Architecture | Oct 7, 2022 | Binary Classification | —Unverified | 0 |
| UU-Tax at SemEval-2022 Task 3: Improving the generalizability of language models for taxonomy classification through data augmentation | Oct 7, 2022 | Binary ClassificationData Augmentation | CodeCode Available | 0 |
| Mutual Information Learned Classifiers: an Information-theoretic Viewpoint of Training Deep Learning Classification Systems | Oct 3, 2022 | Binary ClassificationData Augmentation | —Unverified | 0 |
| Overview of the DAGPap22 Shared Task on Detecting Automatically Generated Scientific Papers | Oct 1, 2022 | Binary Classification | —Unverified | 0 |
| UB Health Miners@SMM4H’22: Exploring Pre-processing Techniques To Classify Tweets Using Transformer Based Pipelines. | Oct 1, 2022 | Binary ClassificationClassification | —Unverified | 0 |
| MaNLP@SMM4H’22: BERT for Classification of Twitter Posts | Oct 1, 2022 | Binary ClassificationClassification | —Unverified | 0 |
| Effective Data Augmentation for Sentence Classification Using One VAE per Class | Oct 1, 2022 | Binary ClassificationData Augmentation | —Unverified | 0 |
| Learning to Evaluate Humor in Memes Based on the Incongruity Theory | Oct 1, 2022 | Binary Classification | —Unverified | 0 |
| Overview of the 2022 Validity and Novelty Prediction Shared Task | Oct 1, 2022 | Argument MiningBinary Classification | CodeCode Available | 0 |
| New or Old? Exploring How Pre-Trained Language Models Represent Discourse Entities | Oct 1, 2022 | Binary ClassificationSentence | CodeCode Available | 0 |
| Hierarchical Neyman-Pearson Classification for Prioritizing Severe Disease Categories in COVID-19 Patient Data | Oct 1, 2022 | Binary ClassificationClassification | —Unverified | 0 |
| Correlated Feature Aggregation by Region Helps Distinguish Aggressive from Indolent Clear Cell Renal Cell Carcinoma Subtypes on CT | Sep 29, 2022 | Binary Classification | —Unverified | 0 |
