| Demonstrating the Continual Learning Capabilities and Practical Application of Discrete-Time Active Inference | Sep 30, 2024 | Bayesian InferenceContinual Learning | CodeCode Available | 0 |
| Prompting Segment Anything Model with Domain-Adaptive Prototype for Generalizable Medical Image Segmentation | Sep 19, 2024 | Domain GeneralizationImage Segmentation | CodeCode Available | 1 |
| An Efficient Self-Learning Framework For Interactive Spoken Dialog Systems | Sep 16, 2024 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Enhancing Data Quality through Self-learning on Imbalanced Financial Risk Data | Sep 15, 2024 | DiversityFraud Detection | —Unverified | 0 |
| Contrastive Federated Learning with Tabular Data Silos | Sep 10, 2024 | Contrastive LearningFederated Learning | —Unverified | 0 |
| Large-Scale Few-Shot Classification with Semi-supervised Hierarchical k-Probabilistic PCAs | Sep 9, 2024 | ClassificationRepresentation Learning | —Unverified | 0 |
| EndoOmni: Zero-Shot Cross-Dataset Depth Estimation in Endoscopy by Robust Self-Learning from Noisy Labels | Sep 9, 2024 | Depth EstimationSelf-Learning | CodeCode Available | 1 |
| Self-Learning for Personalized Keyword Spotting on Ultra-Low-Power Audio Sensors | Aug 22, 2024 | Keyword SpottingSelf-Learning | CodeCode Available | 1 |
| Distributed Stackelberg Strategies in State-based Potential Games for Autonomous Decentralized Learning Manufacturing Systems | Aug 12, 2024 | Self-Learning | —Unverified | 0 |
| Transfer learning of state-based potential games for process optimization in decentralized manufacturing systems | Aug 12, 2024 | Self-LearningTransfer Learning | —Unverified | 0 |
