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neuron segmentation

10 papers

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Co-occurring keywords · papers mentioning both

electron microscopy (5) self-supervised learning (4) neuron tracking (2) 3d vision (2) transfer learning (2) image segmentation (2) hierarchical predictive coding (1) query-based method (1) biomedical image (1) affinity prediction (1)

Papers

FGNet: Leveraging Feature-Guided Attention to Refine SAM2 for 3D EM Neuron Segmentation AAAI 2026 NeuroSeg Meets DINOv3: Transferring 2D Self-Supervised Visual Priors to 3D Neuron Segmentation via DINOv3 Initialization CVPR 2026 ASCENT: Annotation-free Self-supervised Contrastive Embeddings for 3D Neuron Tracking in Fluorescence Microscopy ICCV 2025 Efficient Neuron Segmentation in Electron Microscopy by Affinity-Guided Queries ICLR 2025 TokenUnify: Scaling Up Autoregressive Pretraining for Neuron Segmentation ICCV 2025 Cross-Dimension Affinity Distillation for 3D EM Neuron Segmentation CVPR 2024 FISBe: A Real-World Benchmark Dataset for Instance Segmentation of Long-Range Thin Filamentous Structures CVPR 2024 Intra- and Inter-Cellular Awareness for 3D Neuron Tracking and Segmentation in Large-Scale Connectomics MIDL 2023 Self-Supervised Neuron Segmentation with Multi-Agent Reinforcement Learning IJCAI 2023 Bridging the Gap: Point Clouds for Merging Neurons in Connectomics MIDL 2022