| Fast Fishing: Approximating BAIT for Efficient and Scalable Deep Active Image Classification | Apr 13, 2024 | Active LearningBinary Classification | CodeCode Available | 1 |
| FBCNet: A Multi-view Convolutional Neural Network for Brain-Computer Interface | Mar 17, 2021 | Binary ClassificationBrain Computer Interface | CodeCode Available | 1 |
| A Stochastic Optimization Framework for Fair Risk Minimization | Feb 24, 2021 | Binary ClassificationFairness | CodeCode Available | 1 |
| Finding active galactic nuclei through Fink | Nov 20, 2022 | Active LearningBinary Classification | CodeCode Available | 1 |
| Fire Together Wire Together: A Dynamic Pruning Approach with Self-Supervised Mask Prediction | Oct 15, 2021 | Binary Classification | CodeCode Available | 1 |
| Frustratingly Easy System Combination for Grammatical Error Correction | Jul 1, 2022 | Binary ClassificationGrammatical Error Correction | CodeCode Available | 1 |
| An Empirical Study of Graph-Based Approaches for Semi-Supervised Time Series Classification | Apr 16, 2021 | Binary ClassificationGeneral Classification | CodeCode Available | 1 |
| 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 |
| Architecture for Trajectory-Based Fishing Ship Classification with AIS Data | Jan 3, 2025 | Binary ClassificationClassification | CodeCode Available | 1 |
| Glitch in the Matrix: A Large Scale Benchmark for Content Driven Audio-Visual Forgery Detection and Localization | May 3, 2023 | Binary ClassificationDeepFake Detection | CodeCode Available | 1 |
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| Human-Centric Autonomous Systems With LLMs for User Command Reasoning | Nov 14, 2023 | Autonomous DrivingBinary Classification | CodeCode Available | 1 |
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| Interactive Segmentation As Gaussion Process Classification | Jan 1, 2023 | Binary ClassificationClassification | CodeCode Available | 1 |
| Applying Self-supervised Learning to Network Intrusion Detection for Network Flows with Graph Neural Network | Mar 3, 2024 | Binary ClassificationContrastive Learning | 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 |
| Learning from Synthetic InSAR with Vision Transformers: The case of volcanic unrest detection | Jan 9, 2022 | Binary ClassificationDomain Adaptation | CodeCode Available | 1 |
| GradTree: Learning Axis-Aligned Decision Trees with Gradient Descent | May 5, 2023 | Binary Classification | CodeCode Available | 1 |
| A Comparison Between Invariant and Equivariant Classical and Quantum Graph Neural Networks | Nov 30, 2023 | Binary ClassificationJet Tagging | CodeCode Available | 1 |
| Learning with Complementary Labels Revisited: The Selected-Completely-at-Random Setting Is More Practical | Nov 27, 2023 | Binary ClassificationMulti-class Classification | CodeCode Available | 1 |
| Aerial Imagery Pile burn detection using Deep Learning: the FLAME dataset | Dec 28, 2020 | BIG-bench Machine LearningBinary Classification | CodeCode Available | 1 |
| Lie-Equivariant Quantum Graph Neural Networks | Nov 22, 2024 | Binary ClassificationGraph Neural Network | CodeCode Available | 1 |
| 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 |
| AttributionBench: How Hard is Automatic Attribution Evaluation? | Feb 23, 2024 | Binary ClassificationLanguage Modeling | CodeCode Available | 1 |
| An Empirical Evaluation of End-to-End Polyphonic Optical Music Recognition | Aug 3, 2021 | Binary ClassificationDecoder | CodeCode Available | 1 |
