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| NICE: Neurogenesis Inspired Contextual Encoding for Replay-free Class Incremental Learning | Jan 1, 2024 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| Multi-Modal Cognitive Maps based on Neural Networks trained on Successor Representations | Dec 22, 2023 | HippocampusWord Embeddings | —Unverified | 0 |
| MDD-UNet: Domain Adaptation for Medical Image Segmentation with Theoretical Guarantees, a Proof of Concept | Dec 19, 2023 | DecoderDomain Adaptation | CodeCode Available | 1 |
| Wake-Sleep Consolidated Learning | Dec 6, 2023 | Continual LearningHippocampus | —Unverified | 0 |
| Quantifying Hippocampal Shape Asymmetry in Alzheimer's Disease Using Optimal Shape Correspondences | Dec 2, 2023 | Hippocampus | —Unverified | 0 |
| Predictive auxiliary objectives in deep RL mimic learning in the brain | Oct 9, 2023 | Auxiliary LearningDeep Reinforcement Learning | —Unverified | 0 |
| Bio-inspired computational memory model of the Hippocampus: an approach to a neuromorphic spike-based Content-Addressable Memory | Oct 9, 2023 | Hippocampus | CodeCode Available | 0 |
| Geodesic Regression Characterizes 3D Shape Changes in the Female Brain During Menstruation | Sep 28, 2023 | Hippocampusregression | CodeCode Available | 0 |
| M3D-NCA: Robust 3D Segmentation with Built-in Quality Control | Sep 6, 2023 | HippocampusImage Segmentation | CodeCode Available | 1 |