| Label Encoding for Regression Networks | Dec 4, 2022 | Binary Classificationregression | CodeCode Available | 1 |
| Finding active galactic nuclei through Fink | Nov 20, 2022 | Active LearningBinary Classification | CodeCode Available | 1 |
| PIDray: A Large-scale X-ray Benchmark for Real-World Prohibited Item Detection | Nov 19, 2022 | Binary ClassificationInstance Segmentation | CodeCode Available | 1 |
| Two is Better than Many? Binary Classification as an Effective Approach to Multi-Choice Question Answering | Oct 29, 2022 | Binary ClassificationQuestion Answering | CodeCode Available | 1 |
| Online LiDAR-Camera Extrinsic Parameters Self-checking | Oct 19, 2022 | Autonomous DrivingBinary Classification | CodeCode Available | 1 |
| Combining Metric Learning and Attention Heads For Accurate and Efficient Multilabel Image Classification | Sep 14, 2022 | Binary ClassificationClassification | CodeCode Available | 1 |
| pystacked: Stacking generalization and machine learning in Stata | Aug 23, 2022 | Binary Classificationregression | CodeCode Available | 1 |
| Self-Supervised Vision Transformers for Malware Detection | Aug 15, 2022 | Binary ClassificationMalware Classification | CodeCode Available | 1 |
| Scalable Quantum Neural Networks for Classification | Aug 4, 2022 | Binary ClassificationGeneral Classification | CodeCode Available | 1 |
| Detecting Spam Reviews on Vietnamese E-commerce Websites | Jul 27, 2022 | Binary ClassificationMulti-class Classification | CodeCode Available | 1 |
| The Harvard USPTO Patent Dataset: A Large-Scale, Well-Structured, and Multi-Purpose Corpus of Patent Applications | Jul 8, 2022 | Binary ClassificationLanguage Modeling | CodeCode Available | 1 |
| Frustratingly Easy System Combination for Grammatical Error Correction | Jul 1, 2022 | Binary ClassificationGrammatical Error Correction | CodeCode Available | 1 |
| “Zo Grof !”: A Comprehensive Corpus for Offensive and Abusive Language in Dutch | Jul 1, 2022 | Abusive LanguageBinary Classification | CodeCode Available | 1 |
| TE2Rules: Explaining Tree Ensembles using Rules | Jun 29, 2022 | Binary ClassificationDecision Making | CodeCode Available | 1 |
| STREAMLINE: A Simple, Transparent, End-To-End Automated Machine Learning Pipeline Facilitating Data Analysis and Algorithm Comparison | Jun 23, 2022 | AutoMLBinary Classification | CodeCode Available | 1 |
| Generalizable Method for Face Anti-Spoofing with Semi-Supervised Learning | Jun 13, 2022 | Binary ClassificationFace Anti-Spoofing | CodeCode Available | 1 |
| Findings of the The RuATD Shared Task 2022 on Artificial Text Detection in Russian | Jun 3, 2022 | Binary ClassificationDialogue Evaluation | CodeCode Available | 1 |
| Bicleaner AI: Bicleaner Goes Neural | Jun 1, 2022 | Binary ClassificationMachine Translation | CodeCode Available | 1 |
| Failure Detection in Medical Image Classification: A Reality Check and Benchmarking Testbed | May 27, 2022 | BenchmarkingBinary Classification | CodeCode Available | 1 |
| Distribution-Aware Graph Representation Learning for Transient Stability Assessment of Power System | May 12, 2022 | Binary ClassificationGraph Neural Network | CodeCode Available | 1 |
| 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 |
| Smart App Attack: Hacking Deep Learning Models in Android Apps | Apr 23, 2022 | Adversarial AttackBinary Classification | CodeCode Available | 1 |
| SemEval-2022 Task 2: Multilingual Idiomaticity Detection and Sentence Embedding | Apr 21, 2022 | Binary ClassificationSentence | CodeCode Available | 1 |
| Feature robustness and sex differences in medical imaging: a case study in MRI-based Alzheimer's disease detection | Apr 4, 2022 | Alzheimer's Disease DetectionBinary Classification | CodeCode Available | 1 |
| Underwater single-channel acoustic signal multitarget recognition using convolutional neural networks | Mar 31, 2022 | Audio ClassificationAudio Multiple Target Classification | CodeCode Available | 1 |
| Masked Discrimination for Self-Supervised Learning on Point Clouds | Mar 21, 2022 | 3D Shape ClassificationBinary Classification | CodeCode Available | 1 |
| Is the Performance of My Deep Network Too Good to Be True? A Direct Approach to Estimating the Bayes Error in Binary Classification | Feb 1, 2022 | ArticlesBinary Classification | CodeCode Available | 1 |
| Describing Differences between Text Distributions with Natural Language | Jan 28, 2022 | Binary ClassificationRe-Ranking | CodeCode Available | 1 |
| Explanatory Learning: Beyond Empiricism in Neural Networks | Jan 25, 2022 | Binary ClassificationProgram Synthesis | CodeCode Available | 1 |
| To SMOTE, or not to SMOTE? | Jan 21, 2022 | Binary Classification | CodeCode Available | 1 |
| Robust Contrastive Learning against Noisy Views | Jan 12, 2022 | Binary ClassificationContrastive Learning | CodeCode Available | 1 |
| Learning from Synthetic InSAR with Vision Transformers: The case of volcanic unrest detection | Jan 9, 2022 | Binary ClassificationDomain Adaptation | CodeCode Available | 1 |
| The GatedTabTransformer. An enhanced deep learning architecture for tabular modeling | Jan 1, 2022 | Binary ClassificationDeep Learning | CodeCode Available | 1 |
| Personalized Federated Learning through Local Memorization | Nov 17, 2021 | Binary ClassificationFairness | CodeCode Available | 1 |
| Fire Together Wire Together: A Dynamic Pruning Approach with Self-Supervised Mask Prediction | Oct 15, 2021 | Binary Classification | CodeCode Available | 1 |
| Universally Rank Consistent Ordinal Regression in Neural Networks | Oct 14, 2021 | Binary ClassificationPrognosis | CodeCode Available | 1 |
| Fast Newton method solving KLR based on Multilevel Circulant Matrix with log-linear complexity | Aug 19, 2021 | Binary Classification | CodeCode Available | 1 |
| Vis2Mesh: Efficient Mesh Reconstruction from Unstructured Point Clouds of Large Scenes with Learned Virtual View Visibility | Aug 18, 2021 | 3D Surface GenerationBinary Classification | CodeCode Available | 1 |
| Graph Contrastive Learning for Anomaly Detection | Aug 17, 2021 | Anomaly DetectionBinary Classification | CodeCode Available | 1 |
| An Empirical Evaluation of End-to-End Polyphonic Optical Music Recognition | Aug 3, 2021 | Binary ClassificationDecoder | CodeCode Available | 1 |
| SemEval-2021 Task 2: Multilingual and Cross-lingual Word-in-Context Disambiguation (MCL-WiC) | Aug 1, 2021 | Binary ClassificationTask 2 | CodeCode Available | 1 |
| DALC: the Dutch Abusive Language Corpus | Aug 1, 2021 | Abusive LanguageBinary Classification | CodeCode Available | 1 |
| Clinical Relation Extraction Using Transformer-based Models | Jul 19, 2021 | Binary ClassificationClassification | CodeCode Available | 1 |
| Fedlearn-Algo: A flexible open-source privacy-preserving machine learning platform | Jul 8, 2021 | BIG-bench Machine LearningBinary Classification | CodeCode Available | 1 |
| SplitAVG: A heterogeneity-aware federated deep learning method for medical imaging | Jul 6, 2021 | Binary ClassificationFederated Learning | CodeCode Available | 1 |
| Localization of Facial Images Manipulation in Digital Forensics via Convolutional Neural Networks | May 28, 2021 | Binary ClassificationDecoder | CodeCode Available | 1 |
| Diffusion Mechanism in Residual Neural Network: Theory and Applications | May 7, 2021 | Binary ClassificationClassification | CodeCode Available | 1 |
| Self-supervised Spatial Reasoning on Multi-View Line Drawings | Apr 27, 2021 | Binary ClassificationContrastive Learning | CodeCode Available | 1 |
| Constructing long-short stock portfolio with a new listwise learn-to-rank algorithm | Apr 26, 2021 | Binary Classification | CodeCode Available | 1 |
| Seed Word Selection for Weakly-Supervised Text Classification with Unsupervised Error Estimation | Apr 20, 2021 | Binary ClassificationGeneral Classification | CodeCode Available | 1 |
