| Topological Regularization for Dense Prediction | Nov 22, 2021 | PredictionSemantic Segmentation | —Unverified | 0 | 0 |
| Topological Signal Processing over Generalized Cell Complexes | Jan 22, 2022 | Image SegmentationSemantic Segmentation | —Unverified | 0 | 0 |
| Topology-Aware Focal Loss for 3D Image Segmentation | Apr 24, 2023 | Brain Tumor SegmentationImage Segmentation | —Unverified | 0 | 0 |
| Weakly-Supervised Semantic Segmentation by Iterative Affinity Learning | Feb 19, 2020 | SegmentationSemantic Segmentation | —Unverified | 0 | 0 |
| Topology-Aware Segmentation Using Discrete Morse Theory | Mar 18, 2021 | Image SegmentationSegmentation | —Unverified | 0 | 0 |
| nnUNet RASPP for Retinal OCT Fluid Detection, Segmentation and Generalisation over Variations of Data Sources | Feb 25, 2023 | AnatomyImage Segmentation | —Unverified | 0 | 0 |
| Topology Maintained Structure Encoding | Jun 26, 2019 | Image SegmentationObject Recognition | —Unverified | 0 | 0 |
| Topology-Preserving 3D Image Segmentation Based On Hyperelastic Regularization | Mar 31, 2021 | Image SegmentationSegmentation | —Unverified | 0 | 0 |
| nnU-Net: a self-configuring method for deep learning-based biomedical image segmentation | Dec 7, 2020 | Image Segmentationscientific discovery | —Unverified | 0 | 0 |
| Mind The Gap: Alleviating Local Imbalance for Unsupervised Cross-Modality Medical Image Segmentation | May 24, 2022 | Cardiac SegmentationDisentanglement | —Unverified | 0 | 0 |
| Topology preserving Image segmentation using the iterative convolution-thresholding method | Mar 22, 2025 | Image SegmentationSegmentation | —Unverified | 0 | 0 |
| Topology-Preserving Image Segmentation with Spatial-Aware Persistent Feature Matching | Dec 3, 2024 | Image SegmentationSegmentation | —Unverified | 0 | 0 |
| A Learning-based Framework for Topology-Preserving Segmentation using Quasiconformal Mappings | Oct 7, 2022 | DecoderImage Segmentation | —Unverified | 0 | 0 |
| Topology-Preserving Segmentation Network: A Deep Learning Segmentation Framework for Connected Component | Feb 27, 2022 | Image SegmentationMedical Image Segmentation | —Unverified | 0 | 0 |
| MILD-Net: Minimal Information Loss Dilated Network for Gland Instance Segmentation in Colon Histology Images | Jun 5, 2018 | Colorectal Gland Segmentation:Decision Making | —Unverified | 0 | 0 |
| Weakly Supervised Semantic Segmentation for Social Images | Jun 1, 2015 | SegmentationSemantic Segmentation | —Unverified | 0 | 0 |
| MILCut: A Sweeping Line Multiple Instance Learning Paradigm for Interactive Image Segmentation | Jun 1, 2014 | Image SegmentationInteractive Segmentation | —Unverified | 0 | 0 |
| torchdistill Meets Hugging Face Libraries for Reproducible, Coding-Free Deep Learning Studies: A Case Study on NLP | Oct 26, 2023 | image-classificationImage Classification | —Unverified | 0 | 0 |
| NINEPINS: Nuclei Instance Segmentation with Point Annotations | Jun 24, 2020 | Instance SegmentationPseudo Label | —Unverified | 0 | 0 |
| TORNADO-Net: mulTiview tOtal vaRiatioN semAntic segmentation with Diamond inceptiOn module | Aug 24, 2020 | 3D Semantic SegmentationAutonomous Driving | —Unverified | 0 | 0 |
| Night-time Scene Parsing with a Large Real Dataset | Mar 15, 2020 | Scene ParsingSemantic Segmentation | —Unverified | 0 | 0 |
| TorontoCity: Seeing the World with a Million Eyes | Dec 1, 2016 | Instance SegmentationSemantic Segmentation | —Unverified | 0 | 0 |
| NFFT meets Krylov methods: Fast matrix-vector products for the graph Laplacian of fully connected networks | Aug 14, 2018 | Image SegmentationSemantic Segmentation | —Unverified | 0 | 0 |
| ToSkA: Topological Skeleton Analysis for Network-Based Shape Representation and Evaluation of Objects from Cells to Death Stars | Nov 17, 2023 | Instance SegmentationObject | —Unverified | 0 | 0 |
| Next Generation Multicuts for Semi-Planar Graphs | Nov 6, 2015 | Image SegmentationSegmentation | —Unverified | 0 | 0 |
