| An Empirical Study of Graph-Based Approaches for Semi-Supervised Time Series Classification | Apr 16, 2021 | Binary ClassificationGeneral Classification | CodeCode Available | 1 |
| An Expert Annotated Dataset for the Detection of Online Misogyny | Apr 1, 2021 | Binary ClassificationClassification | CodeCode Available | 1 |
| Strong Optimal Classification Trees | Mar 29, 2021 | Binary ClassificationClassification | CodeCode Available | 1 |
| FBCNet: A Multi-view Convolutional Neural Network for Brain-Computer Interface | Mar 17, 2021 | Binary ClassificationBrain Computer Interface | CodeCode Available | 1 |
| Multi-attentional Deepfake Detection | Mar 3, 2021 | Binary ClassificationData Augmentation | CodeCode Available | 1 |
| Counterfactual Zero-Shot and Open-Set Visual Recognition | Mar 1, 2021 | AttributeBinary Classification | CodeCode Available | 1 |
| A Stochastic Optimization Framework for Fair Risk Minimization | Feb 24, 2021 | Binary ClassificationFairness | CodeCode Available | 1 |
| Constrained Optimization to Train Neural Networks on Critical and Under-Represented Classes | Feb 21, 2021 | Binary ClassificationMulti-class Classification | CodeCode Available | 1 |
| How Faithful is your Synthetic Data? Sample-level Metrics for Evaluating and Auditing Generative Models | Feb 17, 2021 | Binary ClassificationDiversity | CodeCode Available | 1 |
| BORE: Bayesian Optimization by Density-Ratio Estimation | Feb 17, 2021 | Bayesian OptimizationBinary Classification | CodeCode Available | 1 |
| Malware Detection Using Frequency Domain-Based Image Visualization and Deep Learning | Jan 26, 2021 | Binary ClassificationClassification | CodeCode Available | 1 |
| Gigapixel Histopathological Image Analysis using Attention-based Neural Networks | Jan 25, 2021 | Binary Classification | CodeCode Available | 1 |
| Detecting Hate Speech in Multi-modal Memes | Dec 29, 2020 | Binary ClassificationHate Speech Detection | CodeCode Available | 1 |
| Aerial Imagery Pile burn detection using Deep Learning: the FLAME dataset | Dec 28, 2020 | BIG-bench Machine LearningBinary Classification | CodeCode Available | 1 |
| On Using Classification Datasets to Evaluate Graph-Level Outlier Detection: Peculiar Observations and New Insights | Dec 23, 2020 | Binary ClassificationGeneral Classification | CodeCode Available | 1 |
| A unified framework for closed-form nonparametric regression, classification, preference and mixed problems with Skew Gaussian Processes | Dec 12, 2020 | Active LearningBinary Classification | CodeCode Available | 1 |
| Anomalous Sound Detection as a Simple Binary Classification Problem with Careful Selection of Proxy Outlier Examples | Nov 5, 2020 | Anomaly DetectionBinary Classification | CodeCode Available | 1 |
| Weakly Supervised 3D Classification of Chest CT using Aggregated Multi-Resolution Deep Segmentation Features | Oct 31, 2020 | 3D ClassificationBinary Classification | CodeCode Available | 1 |
| Efficient and Compact Convolutional Neural Network Architectures for Non-temporal Real-time Fire Detection | Oct 17, 2020 | Binary ClassificationClassification | CodeCode Available | 1 |
| An Algorithm for Learning Smaller Representations of Models With Scarce Data | Oct 15, 2020 | Binary Classification | CodeCode Available | 1 |
| Learning Which Features Matter: RoBERTa Acquires a Preference for Linguistic Generalizations (Eventually) | Oct 11, 2020 | Binary ClassificationDiagnostic | CodeCode Available | 1 |
| Do Response Selection Models Really Know What's Next? Utterance Manipulation Strategies for Multi-turn Response Selection | Sep 10, 2020 | Binary ClassificationConversational Response Selection | CodeCode Available | 1 |
| A Rigorous Machine Learning Analysis Pipeline for Biomedical Binary Classification: Application in Pancreatic Cancer Nested Case-control Studies with Implications for Bias Assessments | Aug 28, 2020 | Binary Classificationfeature selection | CodeCode Available | 1 |
| Spatio-Temporal EEG Representation Learning on Riemannian Manifold and Euclidean Space | Aug 19, 2020 | Binary ClassificationDecision Making | CodeCode Available | 1 |
| Can I Pour into It? Robot Imagining Open Containability Affordance of Previously Unseen Objects via Physical Simulations | Aug 5, 2020 | Binary ClassificationClassification | CodeCode Available | 1 |
