| 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 |
| Boolformer: Symbolic Regression of Logic Functions with Transformers | Sep 21, 2023 | Binary Classificationregression | CodeCode Available | 1 | 5 |
| Lie-Equivariant Quantum Graph Neural Networks | Nov 22, 2024 | Binary ClassificationGraph Neural Network | CodeCode Available | 1 | 5 |
| BORE: Bayesian Optimization by Density-Ratio Estimation | Feb 17, 2021 | Bayesian OptimizationBinary Classification | CodeCode Available | 1 | 5 |
| Localization of Facial Images Manipulation in Digital Forensics via Convolutional Neural Networks | May 28, 2021 | Binary ClassificationDecoder | CodeCode Available | 1 | 5 |
| A Closer Look at AUROC and AUPRC under Class Imbalance | Jan 11, 2024 | Binary ClassificationFairness | 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 |
| Detecting Spam Reviews on Vietnamese E-commerce Websites | Jul 27, 2022 | Binary ClassificationMulti-class 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 |
| Cal or No Cal? -- Real-Time Miscalibration Detection of LiDAR and Camera Sensors | Mar 31, 2025 | Autonomous DrivingBinary Classification | CodeCode Available | 1 | 5 |
| MMoE: Enhancing Multimodal Models with Mixtures of Multimodal Interaction Experts | Nov 16, 2023 | Binary ClassificationDescriptive | CodeCode Available | 1 | 5 |
| BusterX: MLLM-Powered AI-Generated Video Forgery Detection and Explanation | May 19, 2025 | Binary ClassificationDeepFake Detection | CodeCode Available | 1 | 5 |
| Modularizing Deep Learning via Pairwise Learning With Kernels | May 12, 2020 | Binary ClassificationDeep Learning | 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 |
| 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 |
| Multi-Label Knowledge Distillation | Aug 12, 2023 | Binary ClassificationKnowledge Distillation | CodeCode Available | 1 | 5 |
| MVMTnet: A Multi-variate Multi-modal Transformer for Multi-class Classification of Cardiac Irregularities Using ECG Waveforms and Clinical Notes | Feb 21, 2023 | Binary ClassificationClassification | 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 |
| 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 |
| Aerial Imagery Pile burn detection using Deep Learning: the FLAME dataset | Dec 28, 2020 | BIG-bench Machine LearningBinary Classification | CodeCode Available | 1 | 5 |
| On the Detection of Digital Face Manipulation | Oct 3, 2019 | Binary ClassificationFace Detection | 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 |
| Pairwise Difference Learning for Classification | Jun 28, 2024 | Binary ClassificationClassification | CodeCode Available | 1 | 5 |
| Clinical Relation Extraction Using Transformer-based Models | Jul 19, 2021 | Binary ClassificationClassification | CodeCode Available | 1 | 5 |
| Personalized Federated Learning through Local Memorization | Nov 17, 2021 | Binary ClassificationFairness | CodeCode Available | 1 | 5 |
| Described Object Detection: Liberating Object Detection with Flexible Expressions | Jul 24, 2023 | Binary ClassificationDescribed Object Detection | 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 |
| 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 |
| Self-supervised Spatial Reasoning on Multi-View Line Drawings | Apr 27, 2021 | Binary ClassificationContrastive Learning | CodeCode Available | 1 | 5 |
| An Empirical Evaluation of End-to-End Polyphonic Optical Music Recognition | Aug 3, 2021 | Binary ClassificationDecoder | CodeCode Available | 1 | 5 |
| Counterfactual Zero-Shot and Open-Set Visual Recognition | Mar 1, 2021 | AttributeBinary Classification | 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 |
| An Expert Annotated Dataset for the Detection of Online Misogyny | Apr 1, 2021 | Binary ClassificationClassification | 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 |
| DeepSentiPers: Novel Deep Learning Models Trained Over Proposed Augmented Persian Sentiment Corpus | Apr 11, 2020 | Binary ClassificationData Augmentation | 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 |
| Viral Pneumonia Screening on Chest X-ray Images Using Confidence-Aware Anomaly Detection | Mar 27, 2020 | Anomaly DetectionBinary 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 |
| An Algorithm for Learning Smaller Representations of Models With Scarce Data | Oct 15, 2020 | Binary Classification | CodeCode Available | 1 | 5 |
| Detecting Hate Speech in Multi-modal Memes | Dec 29, 2020 | Binary ClassificationHate Speech Detection | 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 |
| AGILE3D: Attention Guided Interactive Multi-object 3D Segmentation | Jun 1, 2023 | Binary ClassificationInteractive Segmentation | 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 |
| Distribution-Balanced Loss for Multi-Label Classification in Long-Tailed Datasets | Jul 19, 2020 | Binary ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| Do Response Selection Models Really Know What's Next? Utterance Manipulation Strategies for Multi-turn Response Selection | Sep 10, 2020 | Binary ClassificationConversational Response Selection | 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 |
| An Empirical Study of Graph-Based Approaches for Semi-Supervised Time Series Classification | Apr 16, 2021 | Binary ClassificationGeneral Classification | 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 |
