| BORE: Bayesian Optimization by Density-Ratio Estimation | Feb 17, 2021 | Bayesian OptimizationBinary Classification | CodeCode Available | 1 | 5 |
| Malware Detection Using Frequency Domain-Based Image Visualization and Deep Learning | Jan 26, 2021 | Binary ClassificationClassification | CodeCode Available | 1 | 5 |
| Masked Discrimination for Self-Supervised Learning on Point Clouds | Mar 21, 2022 | 3D Shape ClassificationBinary Classification | CodeCode Available | 1 | 5 |
| A Comprehensive Python Library for Deep Learning-Based Event Detection in Multivariate Time Series Data and Information Retrieval in NLP | Oct 25, 2023 | Binary ClassificationDeep Learning | 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 |
| BusterX: MLLM-Powered AI-Generated Video Forgery Detection and Explanation | May 19, 2025 | Binary ClassificationDeepFake Detection | CodeCode Available | 1 | 5 |
| Multi-attentional Deepfake Detection | Mar 3, 2021 | Binary ClassificationData Augmentation | CodeCode Available | 1 | 5 |
| Multi-class probabilistic classification using inductive and cross Venn-Abers predictors | Jun 16, 2017 | Binary ClassificationClassification | CodeCode Available | 1 | 5 |
| Multi-Label Knowledge Distillation | Aug 12, 2023 | Binary ClassificationKnowledge Distillation | CodeCode Available | 1 | 5 |
| An Algorithm for Learning Smaller Representations of Models With Scarce Data | Oct 15, 2020 | Binary Classification | CodeCode Available | 1 | 5 |
| Noisy Correspondence Learning with Meta Similarity Correction | Apr 13, 2023 | Binary ClassificationCross-Modal Retrieval | CodeCode Available | 1 | 5 |
| On distinguishability criteria for estimating generative models | Dec 19, 2014 | Binary Classification | CodeCode Available | 1 | 5 |
| On the Detection of Digital Face Manipulation | Oct 3, 2019 | Binary ClassificationFace Detection | CodeCode Available | 1 | 5 |
| On Using Classification Datasets to Evaluate Graph-Level Outlier Detection: Peculiar Observations and New Insights | Dec 23, 2020 | Binary ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| Combining Metric Learning and Attention Heads For Accurate and Efficient Multilabel Image Classification | Sep 14, 2022 | Binary ClassificationClassification | 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 |
| Positive-Unlabeled Learning by Latent Group-Aware Meta Disambiguation | Jan 1, 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 |
| Achieving robustness in classification using optimal transport with hinge regularization | Jun 11, 2020 | Adversarial RobustnessBinary Classification | 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 |
| Distribution-Aware Graph Representation Learning for Transient Stability Assessment of Power System | May 12, 2022 | Binary ClassificationGraph Neural Network | CodeCode Available | 1 | 5 |
| Interactive Segmentation as Gaussian Process Classification | Feb 28, 2023 | Binary ClassificationClassification | 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 |
| PMLBmini: A Tabular Classification Benchmark Suite for Data-Scarce Applications | Sep 3, 2024 | AutoMLBinary Classification | CodeCode Available | 1 | 5 |
