| Efficient Connectivity-Preserving Instance Segmentation with Supervoxel-Based Loss Function | Jan 2, 2025 | Instance SegmentationSegmentation | CodeCode Available | 1 | 5 |
| Boosting Unsupervised Semantic Segmentation with Principal Mask Proposals | Apr 25, 2024 | Representation LearningSegmentation | CodeCode Available | 1 | 5 |
| BlendMask: Top-Down Meets Bottom-Up for Instance Segmentation | Jan 2, 2020 | GPUInstance Segmentation | CodeCode Available | 1 | 5 |
| blob loss: instance imbalance aware loss functions for semantic segmentation | May 17, 2022 | 3D Semantic SegmentationSegmentation | CodeCode Available | 1 | 5 |
| BLO-SAM: Bi-level Optimization Based Overfitting-Preventing Finetuning of SAM | Feb 26, 2024 | Image SegmentationSegmentation | CodeCode Available | 1 | 5 |
| An open-source deep learning algorithm for efficient and fully-automatic analysis of the choroid in optical coherence tomography | Jul 3, 2023 | CPUSegmentation | CodeCode Available | 1 | 5 |
| Efficient Global-Local Memory for Real-time Instrument Segmentation of Robotic Surgical Video | Sep 28, 2021 | Optical Flow EstimationSegmentation | CodeCode Available | 1 | 5 |
| Efficient Multiscale Object-based Superpixel Framework | Apr 7, 2022 | ObjectSegmentation | CodeCode Available | 1 | 5 |
| Improving Weakly-supervised Video Instance Segmentation by Leveraging Spatio-temporal Consistency | Aug 29, 2024 | Instance SegmentationSegmentation | CodeCode Available | 1 | 5 |
| Enhancing Medical Image Segmentation with TransCeption: A Multi-Scale Feature Fusion Approach | Jan 25, 2023 | Image SegmentationLesion Segmentation | CodeCode Available | 1 | 5 |
| FAPIS: A Few-shot Anchor-free Part-based Instance Segmenter | Mar 31, 2021 | Few-shot Instance SegmentationFew-Shot Learning | CodeCode Available | 1 | 5 |
| EDAPS: Enhanced Domain-Adaptive Panoptic Segmentation | Apr 27, 2023 | Domain AdaptationInstance Segmentation | CodeCode Available | 1 | 5 |
| ECONet: Efficient Convolutional Online Likelihood Network for Scribble-based Interactive Segmentation | Jan 12, 2022 | Interactive SegmentationSegmentation | CodeCode Available | 1 | 5 |
| Edge-Aware Mirror Network for Camouflaged Object Detection | Jul 8, 2023 | Camouflaged Object SegmentationEdge Detection | CodeCode Available | 1 | 5 |
| BiPVL-Seg: Bidirectional Progressive Vision-Language Fusion with Global-Local Alignment for Medical Image Segmentation | Mar 30, 2025 | cross-modal alignmentImage Segmentation | CodeCode Available | 1 | 5 |
| Bi-Mix: Bidirectional Mixing for Domain Adaptive Nighttime Semantic Segmentation | Nov 19, 2021 | Autonomous DrivingImage Relighting | CodeCode Available | 1 | 5 |
| Edge-competing Pathological Liver Vessel Segmentation with Limited Labels | Aug 1, 2021 | Segmentationwhole slide images | CodeCode Available | 1 | 5 |
| Echocardiography Segmentation with Enforced Temporal Consistency | Dec 3, 2021 | Segmentation | CodeCode Available | 1 | 5 |
| Bi-level Learning of Task-Specific Decoders for Joint Registration and One-Shot Medical Image Segmentation | Jan 1, 2024 | Data AugmentationImage Segmentation | CodeCode Available | 1 | 5 |
| Echo from noise: synthetic ultrasound image generation using diffusion models for real image segmentation | May 9, 2023 | Cardiac SegmentationDenoising | CodeCode Available | 1 | 5 |
| Adversarial Shape Learning for Building Extraction in VHR Remote Sensing Images | Feb 22, 2021 | Segmentation | CodeCode Available | 1 | 5 |
| ECLAIR: A High-Fidelity Aerial LiDAR Dataset for Semantic Segmentation | Apr 16, 2024 | 3D Semantic SegmentationManagement | CodeCode Available | 1 | 5 |
| EdgeFlow: Achieving Practical Interactive Segmentation with Edge-Guided Flow | Sep 20, 2021 | Image SegmentationInteractive Segmentation | CodeCode Available | 1 | 5 |
| Adversarial Segmentation Loss for Sketch Colorization | Feb 11, 2021 | ColorizationImage Segmentation | CodeCode Available | 1 | 5 |
| Real-time Semantic Segmentation via Spatial-detail Guided Context Propagation | May 22, 2020 | GPUReal-Time Semantic Segmentation | CodeCode Available | 1 | 5 |
| E1D3 U-Net for Brain Tumor Segmentation: Submission to the RSNA-ASNR-MICCAI BraTS 2021 Challenge | Oct 6, 2021 | Brain Tumor SegmentationDecoder | CodeCode Available | 1 | 5 |
| BI-GCN: Boundary-Aware Input-Dependent Graph Convolution Network for Biomedical Image Segmentation | Oct 27, 2021 | Image SegmentationSegmentation | CodeCode Available | 1 | 5 |
| Adversarial Policy Gradient for Deep Learning Image Augmentation | Sep 9, 2019 | ClassificationDeep Learning | CodeCode Available | 1 | 5 |
| Bird's-Eye-View Panoptic Segmentation Using Monocular Frontal View Images | Aug 6, 2021 | Depth EstimationPanoptic Segmentation | CodeCode Available | 1 | 5 |
| E2ENet: Dynamic Sparse Feature Fusion for Accurate and Efficient 3D Medical Image Segmentation | Dec 7, 2023 | Brain Tumor SegmentationImage Segmentation | CodeCode Available | 1 | 5 |
| Bi-Directional ConvLSTM U-Net with Densley Connected Convolutions | Aug 31, 2019 | Image SegmentationLesion Segmentation | CodeCode Available | 1 | 5 |
| Bi-Directional Attention for Joint Instance and Semantic Segmentation in Point Clouds | Mar 11, 2020 | Instance SegmentationMulti-Task Learning | CodeCode Available | 1 | 5 |
| Bi-directional Cross-Modality Feature Propagation with Separation-and-Aggregation Gate for RGB-D Semantic Segmentation | Jul 17, 2020 | Object DetectionSegmentation | CodeCode Available | 1 | 5 |
| BHSD: A 3D Multi-Class Brain Hemorrhage Segmentation Dataset | Aug 22, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| Bidirectional Learning for Domain Adaptation of Semantic Segmentation | Apr 24, 2019 | Domain AdaptationImage Segmentation | CodeCode Available | 1 | 5 |
| Object Segmentation Without Labels with Large-Scale Generative Models | Jun 8, 2020 | image-classificationImage Classification | CodeCode Available | 1 | 5 |
| EditGAN: High-Precision Semantic Image Editing | Nov 4, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| Beyond the Prototype: Divide-and-conquer Proxies for Few-shot Segmentation | Apr 21, 2022 | DecoderFew-Shot Semantic Segmentation | CodeCode Available | 1 | 5 |
| Beyond Semantic to Instance Segmentation: Weakly-Supervised Instance Segmentation via Semantic Knowledge Transfer and Self-Refinement | Sep 20, 2021 | Image-level Supervised Instance SegmentationInstance Segmentation | CodeCode Available | 1 | 5 |
| Dynamic Neural Representational Decoders for High-Resolution Semantic Segmentation | Jul 30, 2021 | DecoderSegmentation | CodeCode Available | 1 | 5 |
| Beyond pixel-wise supervision for segmentation: A few global shape descriptors might be surprisingly good! | May 3, 2021 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| Beyond Pixels: Semi-Supervised Semantic Segmentation with a Multi-scale Patch-based Multi-Label Classifier | Jul 4, 2024 | Pseudo LabelSegmentation | CodeCode Available | 1 | 5 |
| Beyond Point Annotation: A Weakly Supervised Network Guided by Multi-Level Labels Generated from Four-Point Annotation for Thyroid Nodule Segmentation in Ultrasound Image | Oct 25, 2024 | Segmentation | CodeCode Available | 1 | 5 |
| Dynamic Programming Encoding for Subword Segmentation in Neural Machine Translation | May 3, 2020 | Machine TranslationSegmentation | CodeCode Available | 1 | 5 |
| DynaMask: Dynamic Mask Selection for Instance Segmentation | Mar 14, 2023 | Instance SegmentationSegmentation | CodeCode Available | 1 | 5 |
| Dynamic Divide-and-Conquer Adversarial Training for Robust Semantic Segmentation | Mar 14, 2020 | SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| A Cascade Transformer-based Model for 3D Dose Distribution Prediction in Head and Neck Cancer Radiotherapy | Jul 22, 2023 | DecoderSegmentation | CodeCode Available | 1 | 5 |
| Adversarial Learning for Semi-Supervised Semantic Segmentation | Feb 22, 2018 | SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| Beyond Appearances: Material Segmentation with Embedded Spectral Information from RGB-D imagery | May 17, 2024 | Material ClassificationMaterial Recognition | CodeCode Available | 1 | 5 |
| Dynamic Gradient Sparsification Training for Few-Shot Fine-tuning of CT Lymph Node Segmentation Foundation Model | Mar 2, 2025 | PrognosisSegmentation | CodeCode Available | 1 | 5 |
