| 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 |
| Point process models for sequence detection in high-dimensional neural spike trains | Oct 10, 2020 | Hippocampus | CodeCode Available | 1 |
| Learning identifiable and interpretable latent models of high-dimensional neural activity using pi-VAE | Nov 9, 2020 | Hippocampus | CodeCode Available | 1 |
| Memory Encoding Model | Aug 2, 2023 | Brain DecodingHippocampus | 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 |
| Continual Hippocampus Segmentation with Transformers | Apr 17, 2022 | Continual LearningHippocampus | 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 |
| Extended 2D Consensus Hippocampus Segmentation | Feb 12, 2019 | GPUHippocampus | CodeCode Available | 1 |
| Label-Efficient Online Continual Object Detection in Streaming Video | Jun 1, 2022 | Continual LearningHippocampus | 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 |
| Med-NCA: Robust and Lightweight Segmentation with Neural Cellular Automata | Feb 7, 2023 | HippocampusImage Generation | CodeCode Available | 1 |
| 3DConvCaps: 3DUnet with Convolutional Capsule Encoder for Medical Image Segmentation | May 19, 2022 | DecoderHippocampus | CodeCode Available | 1 |
| NAISR: A 3D Neural Additive Model for Interpretable Shape Representation | Mar 16, 2023 | 3D Shape ReconstructionDisentanglement | CodeCode Available | 1 |
| ComS2T: A complementary spatiotemporal learning system for data-adaptive model evolution | Mar 4, 2024 | Hippocampus | CodeCode Available | 1 |
| Continual Learning, Fast and Slow | Sep 6, 2022 | Continual LearningHippocampus | CodeCode Available | 1 |
| 3D-UCaps: 3D Capsules Unet for Volumetric Image Segmentation | Mar 16, 2022 | HippocampusImage Segmentation | CodeCode Available | 1 |
| Conditional diffusion model with spatial attention and latent embedding for medical image segmentation | Feb 10, 2025 | HippocampusImage Segmentation | CodeCode Available | 1 |
| Deep Reinforcement Learning with Task-Adaptive Retrieval via Hypernetwork | Jun 19, 2023 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 1 |
| DualNet: Continual Learning, Fast and Slow | Oct 1, 2021 | Continual LearningHippocampus | CodeCode Available | 1 |
| Hippocampus Segmentation on Epilepsy and Alzheimer's Disease Studies with Multiple Convolutional Neural Networks | Jan 14, 2020 | Deep LearningHippocampus | CodeCode Available | 1 |
| M3D-NCA: Robust 3D Segmentation with Built-in Quality Control | Sep 6, 2023 | HippocampusImage Segmentation | CodeCode Available | 1 |
| A biologically plausible neural network for Slow Feature Analysis | Oct 23, 2020 | HippocampusTime Series | CodeCode Available | 1 |
| MAGIC: Multi-scale Heterogeneity Analysis and Clustering for Brain Diseases | Jul 1, 2020 | ClusteringHippocampus | CodeCode Available | 1 |
| ROOD-MRI: Benchmarking the robustness of deep learning segmentation models to out-of-distribution and corrupted data in MRI | Mar 11, 2022 | BenchmarkingData Augmentation | CodeCode Available | 1 |
