| SCISSOR: Mitigating Semantic Bias through Cluster-Aware Siamese Networks for Robust Classification | Jun 17, 2025 | Data AugmentationRobust classification | CodeCode Available | 0 |
| Quantum-Informed Contrastive Learning with Dynamic Mixup Augmentation for Class-Imbalanced Expert Systems | Jun 16, 2025 | Contrastive LearningRobust classification | —Unverified | 0 |
| CEM-FBGTinyDet: Context-Enhanced Foreground Balance with Gradient Tuning for tiny Objects | Jun 11, 2025 | object-detectionObject Detection | —Unverified | 0 |
| Inherently Faithful Attention Maps for Vision Transformers | Jun 10, 2025 | ClassificationRobust classification | CodeCode Available | 0 |
| Identifying and Understanding Cross-Class Features in Adversarial Training | Jun 5, 2025 | Robust classification | CodeCode Available | 0 |
| Uncertainty-Aware Genomic Classification of Alzheimer's Disease: A Transformer-Based Ensemble Approach with Monte Carlo Dropout | May 31, 2025 | ClassificationRobust classification | —Unverified | 0 |
| Acoustic Classification of Maritime Vessels using Learnable Filterbanks | May 29, 2025 | ClassificationRobust classification | CodeCode Available | 0 |
| CNN-LSTM Hybrid Model for AI-Driven Prediction of COVID-19 Severity from Spike Sequences and Clinical Data | May 29, 2025 | Feature EngineeringRobust classification | CodeCode Available | 0 |
| Respond to Change with Constancy: Instruction-tuning with LLM for Non-I.I.D. Network Traffic Classification | May 27, 2025 | Robust classificationTraffic Classification | —Unverified | 0 |
| Machine Learning Approaches to Vocal Register Classification in Contemporary Male Pop Music | May 16, 2025 | Robust classification | —Unverified | 0 |
