| AlleNoise: large-scale text classification benchmark dataset with real-world label noise | Jun 24, 2024 | ClassificationLearning with noisy labels | CodeCode Available | 1 |
| Robust Image Classification in the Presence of Out-of-Distribution and Adversarial Samples Using Attractors in Neural Networks | Jun 15, 2024 | image-classificationImage Classification | —Unverified | 0 |
| Heart Sound Segmentation Using Deep Learning Techniques | Jun 9, 2024 | ClassificationDeep Learning | —Unverified | 0 |
| RU-AI: A Large Multimodal Dataset for Machine-Generated Content Detection | Jun 7, 2024 | Robust classification | CodeCode Available | 1 |
| Robust Classification by Coupling Data Mollification with Label Smoothing | Jun 3, 2024 | Data AugmentationRobust classification | CodeCode Available | 0 |
| Improving Accuracy-robustness Trade-off via Pixel Reweighted Adversarial Training | Jun 2, 2024 | Robust classification | CodeCode Available | 1 |
| Enhanced Multimodal Content Moderation of Children's Videos using Audiovisual Fusion | May 9, 2024 | Prompt LearningRobust classification | CodeCode Available | 0 |
| M3D: Manifold-based Domain Adaptation with Dynamic Distribution for Non-Deep Transfer Learning in Cross-subject and Cross-session EEG-based Emotion Recognition | Apr 24, 2024 | Deep LearningDomain Adaptation | —Unverified | 0 |
| Coordinated Sparse Recovery of Label Noise | Apr 7, 2024 | Robust classification | —Unverified | 0 |
| Policy Learning for Optimal Dynamic Treatment Regimes with Observational Data | Mar 30, 2024 | Robust classification | —Unverified | 0 |
