| Fedlearn-Algo: A flexible open-source privacy-preserving machine learning platform | Jul 8, 2021 | BIG-bench Machine LearningBinary Classification | CodeCode Available | 1 | 5 |
| A Stochastic Optimization Framework for Fair Risk Minimization | Feb 24, 2021 | Binary ClassificationFairness | CodeCode Available | 1 | 5 |
| A Closer Look at AUROC and AUPRC under Class Imbalance | Jan 11, 2024 | Binary ClassificationFairness | CodeCode Available | 1 | 5 |
| Findings of the The RuATD Shared Task 2022 on Artificial Text Detection in Russian | Jun 3, 2022 | Binary ClassificationDialogue Evaluation | CodeCode Available | 1 | 5 |
| Distribution-Aware Graph Representation Learning for Transient Stability Assessment of Power System | May 12, 2022 | Binary ClassificationGraph Neural Network | CodeCode Available | 1 | 5 |
| Distribution-free binary classification: prediction sets, confidence intervals and calibration | Jun 18, 2020 | Binary ClassificationClassification | CodeCode Available | 1 | 5 |
| Gesture Recognition for Initiating Human-to-Robot Handovers | Jul 20, 2020 | Binary ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| Gigapixel Histopathological Image Analysis using Attention-based Neural Networks | Jan 25, 2021 | Binary Classification | CodeCode Available | 1 | 5 |
| A Comparison Between Invariant and Equivariant Classical and Quantum Graph Neural Networks | Nov 30, 2023 | Binary ClassificationJet Tagging | CodeCode Available | 1 | 5 |
| Enumerating the k-fold configurations in multi-class classification problems | Jan 24, 2024 | Binary ClassificationMulti-class Classification | CodeCode Available | 1 | 5 |
| Benchmarking Distribution Shift in Tabular Data with TableShift | Dec 10, 2023 | BenchmarkingBinary Classification | CodeCode Available | 1 | 5 |
| Detecting Spam Reviews on Vietnamese E-commerce Websites | Jul 27, 2022 | Binary ClassificationMulti-class Classification | CodeCode Available | 1 | 5 |
| Applying Self-supervised Learning to Network Intrusion Detection for Network Flows with Graph Neural Network | Mar 3, 2024 | Binary ClassificationContrastive Learning | CodeCode Available | 1 | 5 |
| Described Object Detection: Liberating Object Detection with Flexible Expressions | Jul 24, 2023 | Binary ClassificationDescribed Object Detection | CodeCode Available | 1 | 5 |
| DeepSentiPers: Novel Deep Learning Models Trained Over Proposed Augmented Persian Sentiment Corpus | Apr 11, 2020 | Binary ClassificationData Augmentation | CodeCode Available | 1 | 5 |
| Descriptive and Predictive Analysis of Euroleague Basketball Games and the Wisdom of Basketball Crowds | Feb 19, 2020 | BIG-bench Machine LearningBinary Classification | CodeCode Available | 1 | 5 |
| Diffusion Mechanism in Residual Neural Network: Theory and Applications | May 7, 2021 | Binary ClassificationClassification | CodeCode Available | 1 | 5 |
| Explanatory Learning: Beyond Empiricism in Neural Networks | Jan 25, 2022 | Binary ClassificationProgram Synthesis | CodeCode Available | 1 | 5 |
| Viral Pneumonia Screening on Chest X-ray Images Using Confidence-Aware Anomaly Detection | Mar 27, 2020 | Anomaly DetectionBinary Classification | CodeCode Available | 1 | 5 |
| Constructing long-short stock portfolio with a new listwise learn-to-rank algorithm | Apr 26, 2021 | Binary Classification | CodeCode Available | 1 | 5 |
| DALC: the Dutch Abusive Language Corpus | Aug 1, 2021 | Abusive LanguageBinary Classification | CodeCode Available | 1 | 5 |
| An Algorithm for Learning Smaller Representations of Models With Scarce Data | Oct 15, 2020 | Binary Classification | CodeCode Available | 1 | 5 |
| Alleviating Structural Distribution Shift in Graph Anomaly Detection | Jan 25, 2024 | Anomaly DetectionBinary Classification | CodeCode Available | 1 | 5 |
| ConspEmoLLM: Conspiracy Theory Detection Using an Emotion-Based Large Language Model | Mar 11, 2024 | Binary ClassificationLanguage Modeling | CodeCode Available | 1 | 5 |
| An Empirical Evaluation of End-to-End Polyphonic Optical Music Recognition | Aug 3, 2021 | Binary ClassificationDecoder | CodeCode Available | 1 | 5 |
| An Expert Annotated Dataset for the Detection of Online Misogyny | Apr 1, 2021 | Binary ClassificationClassification | CodeCode Available | 1 | 5 |
| Self-supervised Spatial Reasoning on Multi-View Line Drawings | Apr 27, 2021 | Binary ClassificationContrastive Learning | CodeCode Available | 1 | 5 |
| Counterfactual Zero-Shot and Open-Set Visual Recognition | Mar 1, 2021 | AttributeBinary Classification | CodeCode Available | 1 | 5 |
| EDINET-Bench: Evaluating LLMs on Complex Financial Tasks using Japanese Financial Statements | Jun 10, 2025 | Binary ClassificationFinancial Analysis | CodeCode Available | 1 | 5 |
| A survey of bias in Machine Learning through the prism of Statistical Parity for the Adult Data Set | Mar 31, 2020 | BIG-bench Machine LearningBinary Classification | CodeCode Available | 1 | 5 |
| 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 | 5 |
| De-risking Carbon Capture and Sequestration with Explainable CO2 Leakage Detection in Time-lapse Seismic Monitoring Images | Dec 16, 2022 | Binary ClassificationSeismic Imaging | CodeCode Available | 1 | 5 |
| Compatible deep neural network framework with financial time series data, including data preprocessor, neural network model and trading strategy | May 11, 2022 | Binary ClassificationFeature Engineering | CodeCode Available | 1 | 5 |
| Rank consistent ordinal regression for neural networks with application to age estimation | Jan 20, 2019 | Age And Gender ClassificationAge Estimation | CodeCode Available | 1 | 5 |
| Constrained Optimization to Train Neural Networks on Critical and Under-Represented Classes | Feb 21, 2021 | Binary ClassificationMulti-class Classification | CodeCode Available | 1 | 5 |
| Detecting Hate Speech in Multi-modal Memes | Dec 29, 2020 | Binary ClassificationHate Speech Detection | CodeCode Available | 1 | 5 |
| DistilDIRE: A Small, Fast, Cheap and Lightweight Diffusion Synthesized Deepfake Detection | Jun 2, 2024 | Binary ClassificationDeepFake Detection | CodeCode Available | 1 | 5 |
| Architecture for Trajectory-Based Fishing Ship Classification with AIS Data | Jan 3, 2025 | Binary ClassificationClassification | CodeCode Available | 1 | 5 |
| ACFD: Asymmetric Cartoon Face Detector | Jul 2, 2020 | Binary ClassificationFace Detection | CodeCode Available | 1 | 5 |
| 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 | 5 |
| An Empirical Study of Graph-Based Approaches for Semi-Supervised Time Series Classification | Apr 16, 2021 | Binary ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| Doppelgangers: Learning to Disambiguate Images of Similar Structures | Sep 5, 2023 | 3D ReconstructionBinary Classification | CodeCode Available | 1 | 5 |
| Dynamically Mitigating Data Discrepancy with Balanced Focal Loss for Replay Attack Detection | Jun 25, 2020 | Binary ClassificationSpeaker Verification | CodeCode Available | 1 | 5 |
| Efficient and Compact Convolutional Neural Network Architectures for Non-temporal Real-time Fire Detection | Oct 17, 2020 | Binary ClassificationClassification | CodeCode Available | 1 | 5 |
| 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 | 5 |
| Cal or No Cal? -- Real-Time Miscalibration Detection of LiDAR and Camera Sensors | Mar 31, 2025 | Autonomous DrivingBinary Classification | CodeCode Available | 1 | 5 |
| Achieving robustness in classification using optimal transport with hinge regularization | Jun 11, 2020 | Adversarial RobustnessBinary Classification | CodeCode Available | 1 | 5 |
| AttributionBench: How Hard is Automatic Attribution Evaluation? | Feb 23, 2024 | Binary ClassificationLanguage Modeling | CodeCode Available | 1 | 5 |
| Fast Fishing: Approximating BAIT for Efficient and Scalable Deep Active Image Classification | Apr 13, 2024 | Active LearningBinary Classification | CodeCode Available | 1 | 5 |
| Category-Wise Fine-Tuning for Image Multi-label Classification with Partial Labels | Nov 27, 2023 | Binary ClassificationMulti-Label Classification | CodeCode Available | 1 | 5 |
