| Neuro-Inspired Information-Theoretic Hierarchical Perception for Multimodal Learning | Apr 15, 2024 | Binary ClassificationRepresentation Learning | CodeCode Available | 1 |
| Fast Fishing: Approximating BAIT for Efficient and Scalable Deep Active Image Classification | Apr 13, 2024 | Active LearningBinary Classification | CodeCode Available | 1 |
| Bi-LORA: A Vision-Language Approach for Synthetic Image Detection | Apr 2, 2024 | Binary ClassificationImage Captioning | CodeCode Available | 1 |
| ConspEmoLLM: Conspiracy Theory Detection Using an Emotion-Based Large Language Model | Mar 11, 2024 | Binary ClassificationLanguage Modeling | 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 |
| AttributionBench: How Hard is Automatic Attribution Evaluation? | Feb 23, 2024 | Binary ClassificationLanguage Modeling | CodeCode Available | 1 |
| Machine-Generated Text Localization | Feb 19, 2024 | Binary ClassificationMisinformation | CodeCode Available | 1 |
| Self-Calibrating Conformal Prediction | Feb 11, 2024 | Binary ClassificationConformal Prediction | CodeCode Available | 1 |
| Alleviating Structural Distribution Shift in Graph Anomaly Detection | Jan 25, 2024 | Anomaly DetectionBinary Classification | CodeCode Available | 1 |
| Enumerating the k-fold configurations in multi-class classification problems | Jan 24, 2024 | Binary ClassificationMulti-class Classification | CodeCode Available | 1 |
| A Closer Look at AUROC and AUPRC under Class Imbalance | Jan 11, 2024 | Binary ClassificationFairness | CodeCode Available | 1 |
| Positive-Unlabeled Learning by Latent Group-Aware Meta Disambiguation | Jan 1, 2024 | Binary ClassificationContrastive Learning | CodeCode Available | 1 |
| Revisiting Graph-Based Fraud Detection in Sight of Heterophily and Spectrum | Dec 11, 2023 | Binary ClassificationFraud Detection | CodeCode Available | 1 |
| Multi-class Support Vector Machine with Maximizing Minimum Margin | Dec 11, 2023 | Binary Classification | CodeCode Available | 1 |
| Benchmarking Distribution Shift in Tabular Data with TableShift | Dec 10, 2023 | BenchmarkingBinary Classification | CodeCode Available | 1 |
| STREAMLINE: An Automated Machine Learning Pipeline for Biomedicine Applied to Examine the Utility of Photography-Based Phenotypes for OSA Prediction Across International Sleep Centers | Dec 9, 2023 | AnatomyAutoML | CodeCode Available | 1 |
| A Comparison Between Invariant and Equivariant Classical and Quantum Graph Neural Networks | Nov 30, 2023 | Binary ClassificationJet Tagging | CodeCode Available | 1 |
| Category-Wise Fine-Tuning for Image Multi-label Classification with Partial Labels | Nov 27, 2023 | Binary ClassificationMulti-Label Classification | 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 |
| Event Detection in Time Series: Universal Deep Learning Approach | Nov 27, 2023 | Binary ClassificationDeep Learning | CodeCode Available | 1 |
| Unified Classification and Rejection: A One-versus-All Framework | Nov 22, 2023 | AllBinary Classification | CodeCode Available | 1 |
| MMoE: Enhancing Multimodal Models with Mixtures of Multimodal Interaction Experts | Nov 16, 2023 | Binary ClassificationDescriptive | CodeCode Available | 1 |
| Human-Centric Autonomous Systems With LLMs for User Command Reasoning | Nov 14, 2023 | Autonomous DrivingBinary Classification | CodeCode Available | 1 |
| Invariant-Feature Subspace Recovery: A New Class of Provable Domain Generalization Algorithms | Nov 2, 2023 | Binary ClassificationDomain Generalization | CodeCode Available | 1 |
| Enhancing sea ice segmentation in Sentinel-1 images with atrous convolutions | Oct 26, 2023 | Binary ClassificationImage Segmentation | CodeCode Available | 1 |
