| CondNet: Conditional Classifier for Scene Segmentation | Sep 21, 2021 | Scene SegmentationSegmentation | CodeCode Available | 1 | 5 |
| Interactive 3D Medical Image Segmentation with SAM 2 | Aug 5, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| Few-Shot Microscopy Image Cell Segmentation | Jun 29, 2020 | Cell SegmentationFew-Shot Learning | CodeCode Available | 1 | 5 |
| Fibroglandular Tissue Segmentation in Breast MRI using Vision Transformers -- A multi-institutional evaluation | Apr 18, 2023 | Segmentation | CodeCode Available | 1 | 5 |
| Bounding Box-Guided Diffusion for Synthesizing Industrial Images and Segmentation Map | May 6, 2025 | Dataset GenerationSegmentation | CodeCode Available | 1 | 5 |
| ReSurgSAM2: Referring Segment Anything in Surgical Video via Credible Long-term Tracking | May 13, 2025 | DiversityMamba | CodeCode Available | 1 | 5 |
| Rethinking BiSeNet For Real-time Semantic Segmentation | Apr 27, 2021 | DecoderDichotomous Image Segmentation | CodeCode Available | 1 | 5 |
| Few Shot Part Segmentation Reveals Compositional Logic for Industrial Anomaly Detection | Dec 21, 2023 | Anomaly DetectionSegmentation | CodeCode Available | 1 | 5 |
| Make One-Shot Video Object Segmentation Efficient Again | Dec 3, 2020 | Objectobject-detection | CodeCode Available | 1 | 5 |
| Few-Shot Segmentation via Cycle-Consistent Transformer | Jun 4, 2021 | Few-Shot Semantic SegmentationSegmentation | CodeCode Available | 1 | 5 |
| MAE-GEBD:Winning the CVPR'2023 LOVEU-GEBD Challenge | Jun 27, 2023 | Boundary DetectionGeneric Event Boundary Detection | CodeCode Available | 1 | 5 |
| Rethinking Decoders for Transformer-based Semantic Segmentation: A Compression Perspective | Nov 5, 2024 | DecoderSegmentation | CodeCode Available | 1 | 5 |
| ContrastMask: Contrastive Learning to Segment Every Thing | Mar 18, 2022 | Instance SegmentationSegmentation | CodeCode Available | 1 | 5 |
| MAESTER: Masked Autoencoder Guided Segmentation at Pixel Resolution for Accurate, Self-Supervised Subcellular Structure Recognition | Jan 1, 2023 | Representation LearningSegmentation | CodeCode Available | 1 | 5 |
| Making a Case for 3D Convolutions for Object Segmentation in Videos | Aug 26, 2020 | DecoderSegmentation | CodeCode Available | 1 | 5 |
| CrackNex: a Few-shot Low-light Crack Segmentation Model Based on Retinex Theory for UAV Inspections | Mar 5, 2024 | Crack SegmentationSegmentation | CodeCode Available | 1 | 5 |
| Contrastive prediction strategies for unsupervised segmentation and categorization of phonemes and words | Oct 29, 2021 | SegmentationSelf-Supervised Learning | CodeCode Available | 1 | 5 |
| M3D-NCA: Robust 3D Segmentation with Built-in Quality Control | Sep 6, 2023 | HippocampusImage Segmentation | CodeCode Available | 1 | 5 |
| BoundarySqueeze: Image Segmentation as Boundary Squeezing | May 25, 2021 | Image SegmentationInstance Segmentation | CodeCode Available | 1 | 5 |
| Contrastive Registration for Unsupervised Medical Image Segmentation | Nov 17, 2020 | Contrastive LearningImage Segmentation | CodeCode Available | 1 | 5 |
| MACU-Net for Semantic Segmentation of Fine-Resolution Remotely Sensed Images | Jul 26, 2020 | DecoderImage Segmentation | CodeCode Available | 1 | 5 |
| Fine-Grained Egocentric Hand-Object Segmentation: Dataset, Model, and Applications | Aug 7, 2022 | Activity RecognitionData Augmentation | CodeCode Available | 1 | 5 |
| MALUNet: A Multi-Attention and Light-weight UNet for Skin Lesion Segmentation | Nov 3, 2022 | Image SegmentationLesion Segmentation | CodeCode Available | 1 | 5 |
| Rethinking Self-supervised Correspondence Learning: A Video Frame-level Similarity Perspective | Mar 31, 2021 | Contrastive LearningObject | CodeCode Available | 1 | 5 |
| Rethinking Surgical Instrument Segmentation: A Background Image Can Be All You Need | Jun 23, 2022 | AllDeep Learning | CodeCode Available | 1 | 5 |
| Rethinking Text Segmentation: A Novel Dataset and A Text-Specific Refinement Approach | Nov 27, 2020 | SegmentationStyle Transfer | CodeCode Available | 1 | 5 |
| Conservative-Progressive Collaborative Learning for Semi-supervised Semantic Segmentation | Nov 30, 2022 | SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| Margin Preserving Self-paced Contrastive Learning Towards Domain Adaptation for Medical Image Segmentation | Mar 15, 2021 | Cardiac SegmentationContrastive Learning | CodeCode Available | 1 | 5 |
| Fingerspelling recognition in the wild with iterative visual attention | Aug 28, 2019 | Hand DetectionSegmentation | CodeCode Available | 1 | 5 |
| FinnWoodlands Dataset | Apr 3, 2023 | Autonomous DrivingDepth Completion | CodeCode Available | 1 | 5 |
| Contrastive Boundary Learning for Point Cloud Segmentation | Mar 10, 2022 | Point Cloud SegmentationSegmentation | CodeCode Available | 1 | 5 |
| Consistency-guided Meta-Learning for Bootstrapping Semi-Supervised Medical Image Segmentation | Jul 21, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| LVIS: A Dataset for Large Vocabulary Instance Segmentation | Aug 8, 2019 | Instance SegmentationObject | CodeCode Available | 1 | 5 |
| Lung Nodule Segmentation and Uncertain Region Prediction with an Uncertainty-Aware Attention Mechanism | Mar 15, 2023 | Lung Nodule SegmentationSegmentation | CodeCode Available | 1 | 5 |
| Asymmetry Disentanglement Network for Interpretable Acute Ischemic Stroke Infarct Segmentation in Non-Contrast CT Scans | Jun 30, 2022 | DisentanglementSegmentation | CodeCode Available | 1 | 5 |
| FocalUNETR: A Focal Transformer for Boundary-aware Segmentation of CT Images | Oct 6, 2022 | Computed Tomography (CT)Image Segmentation | CodeCode Available | 1 | 5 |
| A synergistic CNN-transformer network with pooling attention fusion for hyperspectral image classification | Feb 14, 2025 | Hyperspectral Image Classificationimage-classification | CodeCode Available | 1 | 5 |
| FloodNet: A High Resolution Aerial Imagery Dataset for Post Flood Scene Understanding | Dec 5, 2020 | image-classificationImage Classification | CodeCode Available | 1 | 5 |
| Reviving Iterative Training with Mask Guidance for Interactive Segmentation | Feb 12, 2021 | Interactive SegmentationSegmentation | CodeCode Available | 1 | 5 |
| Lung Infection Quantification of COVID-19 in CT Images with Deep Learning | Mar 10, 2020 | COVID-19 Image SegmentationSegmentation | CodeCode Available | 1 | 5 |
| Constrained unsupervised anomaly segmentation | Mar 3, 2022 | Anomaly LocalizationAnomaly Segmentation | CodeCode Available | 1 | 5 |
| A Character-Level Decoder without Explicit Segmentation for Neural Machine Translation | Mar 19, 2016 | Decoderde-en | CodeCode Available | 1 | 5 |
| LuSeg: Efficient Negative and Positive Obstacles Segmentation via Contrast-Driven Multi-Modal Feature Fusion on the Lunar | Mar 14, 2025 | Contrastive LearningSegmentation | CodeCode Available | 1 | 5 |
| LWSIS: LiDAR-guided Weakly Supervised Instance Segmentation for Autonomous Driving | Dec 7, 2022 | Autonomous DrivingInstance Segmentation | CodeCode Available | 1 | 5 |
| Boundary loss for highly unbalanced segmentation | Dec 17, 2018 | Brain Lesion Segmentation From MriIschemic Stroke Lesion Segmentation | CodeCode Available | 1 | 5 |
| ContourFormer:Real-Time Contour-Based End-to-End Instance Segmentation Transformer | Jan 29, 2025 | Instance SegmentationSegmentation | CodeCode Available | 1 | 5 |
| Content-aware Token Sharing for Efficient Semantic Segmentation with Vision Transformers | Jun 3, 2023 | Computational Efficiencyimage-classification | CodeCode Available | 1 | 5 |
| FNA++: Fast Network Adaptation via Parameter Remapping and Architecture Search | Jun 21, 2020 | image-classificationImage Classification | CodeCode Available | 1 | 5 |
| Lumbar spine segmentation in MR images: a dataset and a public benchmark | Jun 21, 2023 | DiagnosticSegmentation | CodeCode Available | 1 | 5 |
| Boundary IoU: Improving Object-Centric Image Segmentation Evaluation | Mar 30, 2021 | Image SegmentationObject | CodeCode Available | 1 | 5 |
