| HippoRAG: Neurobiologically Inspired Long-Term Memory for Large Language Models | May 23, 2024 | HippocampusKnowledge Graphs | CodeCode Available | 7 |
| AXIAL: Attention-based eXplainability for Interpretable Alzheimer's Localized Diagnosis using 2D CNNs on 3D MRI brain scans | Jul 2, 2024 | 3D ClassificationAlzheimer's Disease Detection | CodeCode Available | 2 |
| Conditional diffusion model with spatial attention and latent embedding for medical image segmentation | Feb 10, 2025 | HippocampusImage Segmentation | CodeCode Available | 1 |
| CISCA and CytoDArk0: a Cell Instance Segmentation and Classification method for histo(patho)logical image Analyses and a new, open, Nissl-stained dataset for brain cytoarchitecture studies | Sep 6, 2024 | HippocampusInstance Segmentation | CodeCode Available | 1 |
| Yucca: A Deep Learning Framework For Medical Image Analysis | Jul 29, 2024 | Deep LearningHippocampus | CodeCode Available | 1 |
| Slow and Steady Wins the Race: Maintaining Plasticity with Hare and Tortoise Networks | Jun 1, 2024 | General KnowledgeHippocampus | CodeCode Available | 1 |
| ComS2T: A complementary spatiotemporal learning system for data-adaptive model evolution | Mar 4, 2024 | Hippocampus | CodeCode Available | 1 |
| NICE: Neurogenesis Inspired Contextual Encoding for Replay-free Class Incremental Learning | Jan 1, 2024 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| MDD-UNet: Domain Adaptation for Medical Image Segmentation with Theoretical Guarantees, a Proof of Concept | Dec 19, 2023 | DecoderDomain Adaptation | CodeCode Available | 1 |
| M3D-NCA: Robust 3D Segmentation with Built-in Quality Control | Sep 6, 2023 | HippocampusImage Segmentation | CodeCode Available | 1 |
