| Diffusion Mechanism in Residual Neural Network: Theory and Applications | May 7, 2021 | Binary ClassificationClassification | CodeCode Available | 1 | 5 |
| Generalization of Change-Point Detection in Time Series Data Based on Direct Density Ratio Estimation | Jan 17, 2020 | Binary ClassificationChange Point Detection | CodeCode Available | 1 | 5 |
| Gigapixel Histopathological Image Analysis using Attention-based Neural Networks | Jan 25, 2021 | Binary Classification | CodeCode Available | 1 | 5 |
| Automated detection of COVID-19 cases using deep neural networks with X-ray images | Apr 28, 2020 | Binary ClassificationCOVID-19 Diagnosis | 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 |
| Hard-Attention Gates with Gradient Routing for Endoscopic Image Computing | Jul 5, 2024 | Binary Classificationfeature selection | CodeCode Available | 1 | 5 |
| How Faithful is your Synthetic Data? Sample-level Metrics for Evaluating and Auditing Generative Models | Feb 17, 2021 | Binary ClassificationDiversity | 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 |
| An Expert Annotated Dataset for the Detection of Online Misogyny | Apr 1, 2021 | Binary ClassificationClassification | 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 |
| BORE: Bayesian Optimization by Density-Ratio Estimation | Feb 17, 2021 | Bayesian OptimizationBinary Classification | CodeCode Available | 1 | 5 |
| Distribution-Balanced Loss for Multi-Label Classification in Long-Tailed Datasets | Jul 19, 2020 | Binary ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| Detecting Hate Speech in Multi-modal Memes | Dec 29, 2020 | Binary ClassificationHate Speech Detection | 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 |
| Label Encoding for Regression Networks | Dec 4, 2022 | Binary Classificationregression | 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 |
| Bicleaner AI: Bicleaner Goes Neural | Jun 1, 2022 | Binary ClassificationMachine Translation | CodeCode Available | 1 | 5 |
| Learning Which Features Matter: RoBERTa Acquires a Preference for Linguistic Generalizations (Eventually) | Oct 11, 2020 | Binary ClassificationDiagnostic | CodeCode Available | 1 | 5 |
| Lero: A Learning-to-Rank Query Optimizer | Feb 14, 2023 | Binary ClassificationLearning-To-Rank | CodeCode Available | 1 | 5 |
| Bi-LORA: A Vision-Language Approach for Synthetic Image Detection | Apr 2, 2024 | Binary ClassificationImage Captioning | CodeCode Available | 1 | 5 |
| An Empirical Evaluation of End-to-End Polyphonic Optical Music Recognition | Aug 3, 2021 | Binary ClassificationDecoder | CodeCode Available | 1 | 5 |
| LogiCode: an LLM-Driven Framework for Logical Anomaly Detection | Jun 7, 2024 | Anomaly DetectionBinary Classification | CodeCode Available | 1 | 5 |
| Boolformer: Symbolic Regression of Logic Functions with Transformers | Sep 21, 2023 | Binary Classificationregression | 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 |
| Clinical Relation Extraction Using Transformer-based Models | Jul 19, 2021 | Binary ClassificationClassification | CodeCode Available | 1 | 5 |
| Masked Relation Learning for DeepFake Detection | Feb 27, 2023 | Binary ClassificationDeepFake Detection | CodeCode Available | 1 | 5 |
| Bridging Cross-task Protocol Inconsistency for Distillation in Dense Object Detection | Aug 28, 2023 | Binary ClassificationClassification | CodeCode Available | 1 | 5 |
| Detecting Spam Reviews on Vietnamese E-commerce Websites | Jul 27, 2022 | Binary ClassificationMulti-class Classification | CodeCode Available | 1 | 5 |
| ACFD: Asymmetric Cartoon Face Detector | Jul 2, 2020 | Binary ClassificationFace Detection | 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 |
| BusterX: MLLM-Powered AI-Generated Video Forgery Detection and Explanation | May 19, 2025 | Binary ClassificationDeepFake 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 |
| Multi-class Support Vector Machine with Maximizing Minimum Margin | Dec 11, 2023 | Binary Classification | CodeCode Available | 1 | 5 |
| Multi-Label Knowledge Distillation | Aug 12, 2023 | Binary ClassificationKnowledge Distillation | CodeCode Available | 1 | 5 |
| Neuro-Inspired Information-Theoretic Hierarchical Perception for Multimodal Learning | Apr 15, 2024 | Binary ClassificationRepresentation Learning | CodeCode Available | 1 | 5 |
| An Algorithm for Learning Smaller Representations of Models With Scarce Data | Oct 15, 2020 | Binary Classification | CodeCode Available | 1 | 5 |
| Online LiDAR-Camera Extrinsic Parameters Self-checking | Oct 19, 2022 | Autonomous DrivingBinary Classification | CodeCode Available | 1 | 5 |
| On the Detection of Digital Face Manipulation | Oct 3, 2019 | Binary ClassificationFace Detection | CodeCode Available | 1 | 5 |
| OxonFair: A Flexible Toolkit for Algorithmic Fairness | Jun 30, 2024 | ArticlesBinary Classification | CodeCode Available | 1 | 5 |
| Pairwise Difference Learning for Classification | Jun 28, 2024 | Binary ClassificationClassification | CodeCode Available | 1 | 5 |
| Distribution-free binary classification: prediction sets, confidence intervals and calibration | Jun 18, 2020 | Binary ClassificationClassification | CodeCode Available | 1 | 5 |
| FBCNet: A Multi-view Convolutional Neural Network for Brain-Computer Interface | Mar 17, 2021 | Binary ClassificationBrain Computer Interface | 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 |
| Progressive Boundary Guided Anomaly Synthesis for Industrial Anomaly Detection | Dec 23, 2024 | Anomaly DetectionBinary Classification | 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 |
| 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 |
| Revisiting Graph-Based Fraud Detection in Sight of Heterophily and Spectrum | Dec 11, 2023 | Binary ClassificationFraud Detection | CodeCode Available | 1 | 5 |
| Spatio-Temporal EEG Representation Learning on Riemannian Manifold and Euclidean Space | Aug 19, 2020 | Binary ClassificationDecision Making | CodeCode Available | 1 | 5 |
| Sampling Generative Networks | Sep 14, 2016 | AttributeBinary Classification | CodeCode Available | 1 | 5 |
| Probing the Decision Boundaries of In-context Learning in Large Language Models | Jun 17, 2024 | Binary ClassificationIn-Context Learning | CodeCode Available | 1 | 5 |
