| 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 |
| CBGT-Net: A Neuromimetic Architecture for Robust Classification of Streaming Data | Mar 24, 2024 | image-classificationImage Classification | CodeCode Available | 0 |
| Leveraging advances in machine learning for the robust classification and interpretation of networks | Mar 20, 2024 | EpidemiologyInterpretable Machine Learning | —Unverified | 0 |
| FakeWatch: A Framework for Detecting Fake News to Ensure Credible Elections | Mar 14, 2024 | ArticlesComputational Efficiency | —Unverified | 0 |
| Iterative Online Image Synthesis via Diffusion Model for Imbalanced Classification | Mar 13, 2024 | Classificationimage-classification | —Unverified | 0 |
| epsilon-Mesh Attack: A Surface-based Adversarial Point Cloud Attack for Facial Expression Recognition | Mar 11, 2024 | Adversarial AttackFacial Expression Recognition | CodeCode Available | 1 |
| Ransomware detection using stacked autoencoder for feature selection | Feb 17, 2024 | Classificationfeature selection | —Unverified | 0 |
| TriAug: Out-of-Distribution Detection for Imbalanced Breast Lesion in Ultrasound | Feb 12, 2024 | Out-of-Distribution DetectionRobust classification | —Unverified | 0 |
| Diffusion Models are Certifiably Robust Classifiers | Feb 4, 2024 | Robust classification | CodeCode Available | 1 |
| MixedNUTS: Training-Free Accuracy-Robustness Balance via Nonlinearly Mixed Classifiers | Feb 3, 2024 | Adversarial RobustnessRobust classification | CodeCode Available | 0 |
| Exploiting GPT-4 Vision for Zero-shot Point Cloud Understanding | Jan 15, 2024 | Point Cloud ClassificationRobust classification | —Unverified | 0 |
| CausalPC: Improving the Robustness of Point Cloud Classification by Causal Effect Identification | Jan 1, 2024 | Adversarial RobustnessClassification | —Unverified | 0 |
| Decoding Envelope and Frequency-Following EEG Responses to Continuous Speech Using Deep Neural Networks | Dec 15, 2023 | EEGElectroencephalogram (EEG) | CodeCode Available | 0 |
| ConvNet vs Transformer, Supervised vs CLIP: Beyond ImageNet Accuracy | Nov 15, 2023 | ClassificationDiversity | CodeCode Available | 1 |
| Learning Optimal Classification Trees Robust to Distribution Shifts | Oct 26, 2023 | ClassificationRobust classification | —Unverified | 0 |
| VECHR: A Dataset for Explainable and Robust Classification of Vulnerability Type in the European Court of Human Rights | Oct 17, 2023 | Robust classification | CodeCode Available | 0 |
