| Distilling Knowledge via Knowledge Review | Apr 19, 2021 | Instance SegmentationKnowledge Distillation | CodeCode Available | 1 | 5 |
| Noisy Boundaries: Lemon or Lemonade for Semi-supervised Instance Segmentation? | Mar 25, 2022 | Instance SegmentationSegmentation | CodeCode Available | 1 | 5 |
| Non-Iterative Scribble-Supervised Learning with Pacing Pseudo-Masks for Medical Image Segmentation | Oct 20, 2022 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| Weakly Supervised Learning of Instance Segmentation with Inter-pixel Relations | Apr 10, 2019 | image-classificationImage Classification | CodeCode Available | 1 | 5 |
| Not All Pixels Are Equal: Learning Pixel Hardness for Semantic Segmentation | May 15, 2023 | Allobject-detection | CodeCode Available | 1 | 5 |
| Non-Salient Region Object Mining for Weakly Supervised Semantic Segmentation | Mar 26, 2021 | ObjectSegmentation | CodeCode Available | 1 | 5 |
| Weakly Supervised Point Cloud Semantic Segmentation via Artificial Oracle | Jan 1, 2024 | Active LearningSemantic Segmentation | CodeCode Available | 1 | 5 |
| Not All Diffusion Model Activations Have Been Evaluated as Discriminative Features | Oct 4, 2024 | Allfeature selection | CodeCode Available | 1 | 5 |
| OmniLRS: A Photorealistic Simulator for Lunar Robotics | Sep 16, 2023 | Instance SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| Not Just Learning from Others but Relying on Yourself: A New Perspective on Few-Shot Segmentation in Remote Sensing | Oct 19, 2023 | Image SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| Omni-Seg: A Single Dynamic Network for Multi-label Renal Pathology Image Segmentation using Partially Labeled Data | Dec 23, 2021 | Image SegmentationSegmentation | CodeCode Available | 1 | 5 |
| Novel Class Discovery in Semantic Segmentation | Dec 3, 2021 | image-classificationImage Classification | CodeCode Available | 1 | 5 |
| Boundary IoU: Improving Object-Centric Image Segmentation Evaluation | Mar 30, 2021 | Image SegmentationObject | CodeCode Available | 1 | 5 |
| NuClick: A Deep Learning Framework for Interactive Segmentation of Microscopy Images | May 29, 2020 | Instance SegmentationInteractive Segmentation | CodeCode Available | 1 | 5 |
| Distribution Alignment: A Unified Framework for Long-tail Visual Recognition | Mar 30, 2021 | General Classificationimage-classification | CodeCode Available | 1 | 5 |
| Nucleus-aware Self-supervised Pretraining Using Unpaired Image-to-image Translation for Histopathology Images | Sep 14, 2023 | DiversityImage-to-Image Translation | CodeCode Available | 1 | 5 |
| Distribution-Aware Continual Test-Time Adaptation for Semantic Segmentation | Sep 24, 2023 | Autonomous DrivingSemantic Segmentation | CodeCode Available | 1 | 5 |
| NuInsSeg: A Fully Annotated Dataset for Nuclei Instance Segmentation in H&E-Stained Histological Images | Aug 3, 2023 | Instance SegmentationSegmentation | CodeCode Available | 1 | 5 |
| NucMM Dataset: 3D Neuronal Nuclei Instance Segmentation at Sub-Cubic Millimeter Scale | Jul 13, 2021 | Instance SegmentationRepresentation Learning | CodeCode Available | 1 | 5 |
| OG-HFYOLO :Orientation gradient guidance and heterogeneous feature fusion for deformation table cell instance segmentation | Apr 29, 2025 | Instance SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| Boundary Guided Context Aggregation for Semantic Segmentation | Oct 27, 2021 | Boundary DetectionSemantic Segmentation | CodeCode Available | 1 | 5 |
| Rethinking the Unpretentious U-net for Medical Ultrasound Image Segmentation | Sep 15, 2022 | Image SegmentationSegmentation | CodeCode Available | 1 | 5 |
| OAM-TCD: A globally diverse dataset of high-resolution tree cover maps | Jul 16, 2024 | Semantic Segmentation | CodeCode Available | 1 | 5 |
| DIVA-DAF: A Deep Learning Framework for Historical Document Image Analysis | Jan 20, 2022 | Deep LearningSemantic Segmentation | CodeCode Available | 1 | 5 |
| Divergences in Color Perception between Deep Neural Networks and Humans | Sep 11, 2023 | image-classificationImage Classification | CodeCode Available | 1 | 5 |
| OFFSEG: A Semantic Segmentation Framework For Off-Road Driving | Mar 23, 2021 | Scene UnderstandingSegmentation | CodeCode Available | 1 | 5 |
| DivergentNets: Medical Image Segmentation by Network Ensemble | Jul 1, 2021 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| Diverse Branch Block: Building a Convolution as an Inception-like Unit | Mar 24, 2021 | image-classificationImage Classification | CodeCode Available | 1 | 5 |
| OGC: Unsupervised 3D Object Segmentation from Rigid Dynamics of Point Clouds | Oct 10, 2022 | Instance SegmentationObject | CodeCode Available | 1 | 5 |
| Objectness-Aware Few-Shot Semantic Segmentation | Apr 6, 2020 | Few-Shot Semantic SegmentationSegmentation | CodeCode Available | 1 | 5 |
| Omni-supervised Point Cloud Segmentation via Gradual Receptive Field Component Reasoning | May 21, 2021 | DecoderPoint Cloud Segmentation | CodeCode Available | 1 | 5 |
| DODA: Data-oriented Sim-to-Real Domain Adaptation for 3D Semantic Segmentation | Apr 4, 2022 | 3D Semantic SegmentationDomain Adaptation | CodeCode Available | 1 | 5 |
| Object-level Geometric Structure Preserving for Natural Image Stitching | Feb 20, 2024 | Image StitchingObject | CodeCode Available | 1 | 5 |
| WeedsGalore: A Multispectral and Multitemporal UAV-based Dataset for Crop and Weed Segmentation in Agricultural Maize Fields | Feb 18, 2025 | Instance SegmentationManagement | CodeCode Available | 1 | 5 |
| We Learn Better Road Pothole Detection: from Attention Aggregation to Adversarial Domain Adaptation | Aug 16, 2020 | Domain AdaptationSegmentation | CodeCode Available | 1 | 5 |
| Object-Guided Instance Segmentation With Auxiliary Feature Refinement for Biological Images | Jun 14, 2021 | Instance SegmentationObject | CodeCode Available | 1 | 5 |
| Boundary-Enhanced Co-Training for Weakly Supervised Semantic Segmentation | Jan 1, 2023 | SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| Boundary Difference Over Union Loss For Medical Image Segmentation | Aug 1, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| Boundary-Aware Network for Abdominal Multi-Organ Segmentation | Aug 29, 2022 | DecoderImage Segmentation | CodeCode Available | 1 | 5 |
| Object Segmentation by Mining Cross-Modal Semantics | May 17, 2023 | DecoderObject | CodeCode Available | 1 | 5 |
| DLA-Net: Learning Dual Local Attention Features for Semantic Segmentation of Large-Scale Building Facade Point Clouds | Jun 1, 2021 | 3D Semantic SegmentationDecoder | CodeCode Available | 1 | 5 |
| An Elastic Interaction-Based Loss Function for Medical Image Segmentation | Jul 6, 2020 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| Boundary-Aware Network for Kidney Parsing | Aug 29, 2022 | DecoderImage Segmentation | CodeCode Available | 1 | 5 |
| What is Healthy? Generative Counterfactual Diffusion for Lesion Localization | Jul 25, 2022 | counterfactualImage Segmentation | CodeCode Available | 1 | 5 |
| Document-level Relation Extraction as Semantic Segmentation | Jun 7, 2021 | Document-level Relation ExtractionRelation | CodeCode Available | 1 | 5 |
| DoDNet: Learning to segment multi-organ and tumors from multiple partially labeled datasets | Nov 20, 2020 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| ECG-DelNet: Delineation of Ambulatory Electrocardiograms with Mixed Quality Labeling Using Neural Networks | May 11, 2020 | Data AugmentationImage Segmentation | CodeCode Available | 1 | 5 |
| Adaptive Multi-source Predictor for Zero-shot Video Object Segmentation | Mar 18, 2023 | ObjectOptical Flow Estimation | CodeCode Available | 1 | 5 |
| D-Net: Dynamic Large Kernel with Dynamic Feature Fusion for Volumetric Medical Image Segmentation | Mar 15, 2024 | Brain Tumor SegmentationImage Segmentation | CodeCode Available | 1 | 5 |
| Flemme: A Flexible and Modular Learning Platform for Medical Images | Aug 18, 2024 | Image SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
