| On the Compactness, Efficiency, and Representation of 3D Convolutional Networks: Brain Parcellation as a Pretext Task | Jul 6, 2017 | 3D Medical Imaging SegmentationImage Segmentation | CodeCode Available | 0 | 5 |
| A Contrast-Agnostic Method for Ultra-High Resolution Claustrum Segmentation | Nov 23, 2024 | Segmentation | CodeCode Available | 0 | 5 |
| D3S -- A Discriminative Single Shot Segmentation Tracker | Nov 20, 2019 | ObjectObject Tracking | CodeCode Available | 0 | 5 |
| On the Structures of Representation for the Robustness of Semantic Segmentation to Input Corruption | Sep 2, 2020 | Scene UnderstandingSegmentation | CodeCode Available | 0 | 5 |
| Leveraging Unsupervised Image Registration for Discovery of Landmark Shape Descriptor | Nov 13, 2021 | AnatomyDimensionality Reduction | CodeCode Available | 0 | 5 |
| LGAN: Lung Segmentation in CT Scans Using Generative Adversarial Network | Jan 11, 2019 | Generative Adversarial NetworkSegmentation | CodeCode Available | 0 | 5 |
| Leveraging Latents for Efficient Thermography Classification and Segmentation | Apr 9, 2024 | Cancer ClassificationClassification | CodeCode Available | 0 | 5 |
| Leveraging Out-of-Distribution Unlabeled Images: Semi-Supervised Semantic Segmentation with an Open-Vocabulary Model | Jul 4, 2025 | Pseudo LabelSegmentation | CodeCode Available | 0 | 5 |
| 3D-PSRNet: Part Segmented 3D Point Cloud Reconstruction From a Single Image | Sep 30, 2018 | 3D Point Cloud ReconstructionPoint cloud reconstruction | CodeCode Available | 0 | 5 |
| Cyto R-CNN and CytoNuke Dataset: Towards reliable whole-cell segmentation in bright-field histological images | Jan 28, 2024 | Cell SegmentationMedical Image Analysis | CodeCode Available | 0 | 5 |
| Leveraging GAN Priors for Few-Shot Part Segmentation | Jul 27, 2022 | Image GenerationSegmentation | CodeCode Available | 0 | 5 |
| Leveraging CAM Algorithms for Explaining Medical Semantic Segmentation | Sep 30, 2024 | ClassificationDecision Making | CodeCode Available | 0 | 5 |
| Cyclic Guidance for Weakly Supervised Joint Detection and Segmentation | Jun 1, 2019 | Image-level Supervised Instance SegmentationMulti-Task Learning | CodeCode Available | 0 | 5 |
| Let Me DeCode You: Decoder Conditioning with Tabular Data | Jul 12, 2024 | DecoderSegmentation | CodeCode Available | 0 | 5 |
| Leveraging Domain Knowledge to Improve Microscopy Image Segmentation with Lifted Multicuts | May 25, 2019 | graph partitioningImage Segmentation | CodeCode Available | 0 | 5 |
| Leveraging Self-supervised Denoising for Image Segmentation | Nov 27, 2019 | DenoisingImage Segmentation | CodeCode Available | 0 | 5 |
| CyclePose -- Leveraging Cycle-Consistency for Annotation-Free Nuclei Segmentation in Fluorescence Microscopy | Mar 14, 2025 | Instance SegmentationSegmentation | CodeCode Available | 0 | 5 |
| Automated Muscle Segmentation from Clinical CT using Bayesian U-Net for Personalized Musculoskeletal Modeling | Jul 21, 2019 | Active LearningOrgan Segmentation | CodeCode Available | 0 | 5 |
| CYBORGS: Contrastively Bootstrapping Object Representations by Grounding in Segmentation | Mar 17, 2022 | Contrastive LearningObject | CodeCode Available | 0 | 5 |
| A Language-Guided Benchmark for Weakly Supervised Open Vocabulary Semantic Segmentation | Feb 27, 2023 | Few-Shot Semantic SegmentationLanguage Modelling | CodeCode Available | 0 | 5 |
| LesionMix: A Lesion-Level Data Augmentation Method for Medical Image Segmentation | Aug 17, 2023 | Data AugmentationDiversity | CodeCode Available | 0 | 5 |
| CV-Attention UNet: Attention-based UNet for 3D Cerebrovascular Segmentation of Enhanced TOF-MRA Images | Nov 16, 2023 | Segmentation | CodeCode Available | 0 | 5 |
| CVAE-SM: A Conditional Variational Autoencoder with Style Modulation for Efficient Uncertainty Quantification | May 13, 2024 | Image SegmentationManagement | CodeCode Available | 0 | 5 |
| Less is Better: A cognitively inspired unsupervised model for language segmentation | Dec 1, 2020 | Segmentation | CodeCode Available | 0 | 5 |
| How to Efficiently Annotate Images for Best-Performing Deep Learning Based Segmentation Models: An Empirical Study with Weak and Noisy Annotations and Segment Anything Model | Dec 17, 2023 | Image SegmentationSegmentation | CodeCode Available | 0 | 5 |
