| 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 | 5 |
| AttributionBench: How Hard is Automatic Attribution Evaluation? | Feb 23, 2024 | Binary ClassificationLanguage Modeling | CodeCode Available | 1 | 5 |
| 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 |
| DeepSentiPers: Novel Deep Learning Models Trained Over Proposed Augmented Persian Sentiment Corpus | Apr 11, 2020 | Binary ClassificationData Augmentation | CodeCode Available | 1 | 5 |
| Fire Together Wire Together: A Dynamic Pruning Approach with Self-Supervised Mask Prediction | Oct 15, 2021 | Binary Classification | CodeCode Available | 1 | 5 |
| Graph Contrastive Learning for Anomaly Detection | Aug 17, 2021 | Anomaly DetectionBinary Classification | CodeCode Available | 1 | 5 |
| Generalizable Method for Face Anti-Spoofing with Semi-Supervised Learning | Jun 13, 2022 | Binary ClassificationFace Anti-Spoofing | CodeCode Available | 1 | 5 |
| Alleviating Structural Distribution Shift in Graph Anomaly Detection | Jan 25, 2024 | Anomaly DetectionBinary 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 |
| Described Object Detection: Liberating Object Detection with Flexible Expressions | Jul 24, 2023 | Binary ClassificationDescribed Object Detection | CodeCode Available | 1 | 5 |
| BusterX: MLLM-Powered AI-Generated Video Forgery Detection and Explanation | May 19, 2025 | Binary ClassificationDeepFake Detection | CodeCode Available | 1 | 5 |
| DALC: the Dutch Abusive Language Corpus | Aug 1, 2021 | Abusive LanguageBinary Classification | CodeCode Available | 1 | 5 |
| How EEG preprocessing shapes decoding performance | Oct 18, 2024 | Binary ClassificationEEG | CodeCode Available | 1 | 5 |
| Beyond AUROC & co. for evaluating out-of-distribution detection performance | Jun 26, 2023 | Binary ClassificationOut-of-Distribution Detection | 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 |
| Interactive Segmentation As Gaussion Process Classification | Jan 1, 2023 | Binary ClassificationClassification | CodeCode Available | 1 | 5 |
| Invariant-Feature Subspace Recovery: A New Class of Provable Domain Generalization Algorithms | Nov 2, 2023 | Binary ClassificationDomain Generalization | CodeCode Available | 1 | 5 |
| Bicleaner AI: Bicleaner Goes Neural | Jun 1, 2022 | Binary ClassificationMachine Translation | CodeCode Available | 1 | 5 |
| An Algorithm for Learning Smaller Representations of Models With Scarce Data | Oct 15, 2020 | Binary Classification | CodeCode Available | 1 | 5 |
| Bi-LORA: A Vision-Language Approach for Synthetic Image Detection | Apr 2, 2024 | Binary ClassificationImage Captioning | CodeCode Available | 1 | 5 |
| Learning from Synthetic InSAR with Vision Transformers: The case of volcanic unrest detection | Jan 9, 2022 | Binary ClassificationDomain Adaptation | CodeCode Available | 1 | 5 |
| Learning from Aggregate Observations | Apr 14, 2020 | Binary ClassificationClassification | CodeCode Available | 1 | 5 |
| Learning to Filter Outlier Edges in Global SfM | Jan 1, 2025 | Binary ClassificationCamera Pose Estimation | 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 |
