| BoundarySqueeze: Image Segmentation as Boundary Squeezing | May 25, 2021 | Image SegmentationInstance Segmentation | CodeCode Available | 1 |
| Interactive 3D Medical Image Segmentation with SAM 2 | Aug 5, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Multi-modal Learning with Missing Modality via Shared-Specific Feature Modelling | Jul 26, 2023 | Classificationdomain classification | CodeCode Available | 1 |
| Multimodal Material Segmentation | Jan 1, 2022 | Material SegmentationSegmentation | CodeCode Available | 1 |
| Multi-modal Visual Place Recognition in Dynamics-Invariant Perception Space | May 17, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| MultiNet: Real-time Joint Semantic Reasoning for Autonomous Driving | Dec 22, 2016 | Autonomous DrivingGeneral Classification | CodeCode Available | 1 |
| Multi-organ Segmentation over Partially Labeled Datasets with Multi-scale Feature Abstraction | Jan 1, 2020 | Image SegmentationOrgan Segmentation | CodeCode Available | 1 |
| Multi-Path Region Mining For Weakly Supervised 3D Semantic Segmentation on Point Clouds | Mar 29, 2020 | 3D Semantic SegmentationPoint Cloud Segmentation | CodeCode Available | 1 |
| A Survey on Deep Learning Technique for Video Segmentation | Jul 2, 2021 | Autonomous DrivingDeep Learning | CodeCode Available | 1 |
| Curriculum Model Adaptation with Synthetic and Real Data for Semantic Foggy Scene Understanding | Jan 5, 2019 | Domain AdaptationScene Understanding | CodeCode Available | 1 |
| Multiscale Deep Equilibrium Models | Jun 15, 2020 | General Classificationimage-classification | CodeCode Available | 1 |
| Multiscale Encoder and Omni-Dimensional Dynamic Convolution Enrichment in nnU-Net for Brain Tumor Segmentation | Sep 20, 2024 | Brain Tumor SegmentationSegmentation | CodeCode Available | 1 |
| Context Prior for Scene Segmentation | Apr 3, 2020 | Scene SegmentationScene Understanding | CodeCode Available | 1 |
| Multi-similarity based Hyperrelation Network for few-shot segmentation | Mar 17, 2022 | Few-Shot Semantic SegmentationSegmentation | CodeCode Available | 1 |
| Context-self contrastive pretraining for crop type semantic segmentation | Apr 9, 2021 | Contrastive LearningSegmentation | CodeCode Available | 1 |
| CoNIC Challenge: Pushing the Frontiers of Nuclear Detection, Segmentation, Classification and Counting | Mar 11, 2023 | Nuclear SegmentationSegmentation | CodeCode Available | 1 |
| MAPSeg: Unified Unsupervised Domain Adaptation for Heterogeneous Medical Image Segmentation Based on 3D Masked Autoencoding and Pseudo-Labeling | Mar 16, 2023 | Domain AdaptationDomain Generalization | CodeCode Available | 1 |
| Multispectral Vineyard Segmentation: A Deep Learning approach | Aug 2, 2021 | Deep LearningSegmentation | CodeCode Available | 1 |
| MultiStar: Instance Segmentation of Overlapping Objects with Star-Convex Polygons | Nov 26, 2020 | Instance SegmentationSegmentation | CodeCode Available | 1 |
| Multi-stream Cell Segmentation with Low-level Cues for Multi-modality Images | Oct 22, 2023 | Cell SegmentationSegmentation | CodeCode Available | 1 |
| Multi-Unit Directional Measures of Association: Moving Beyond Pairs of Words | Apr 3, 2021 | Segmentation | CodeCode Available | 1 |
| Multi-view Inverse Rendering for Large-scale Real-world Indoor Scenes | Nov 18, 2022 | Inverse RenderingMixed Reality | CodeCode Available | 1 |
| AsymFormer: Asymmetrical Cross-Modal Representation Learning for Mobile Platform Real-Time RGB-D Semantic Segmentation | Sep 25, 2023 | Computational EfficiencyFeature Correlation | CodeCode Available | 1 |
| Multi-view Subword Regularization | Mar 15, 2021 | Cross-Lingual TransferSegmentation | CodeCode Available | 1 |
| DeVIS: Making Deformable Transformers Work for Video Instance Segmentation | Jul 22, 2022 | Instance Segmentationobject-detection | CodeCode Available | 1 |
| NanoNet: Real-Time Polyp Segmentation in Video Capsule Endoscopy and Colonoscopy | Apr 22, 2021 | Colorectal Polyps CharacterizationInstrument Recognition | CodeCode Available | 1 |
| Conservative-Progressive Collaborative Learning for Semi-supervised Semantic Segmentation | Nov 30, 2022 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| NaviAirway: a Bronchiole-sensitive Deep Learning-based Airway Segmentation Pipeline | Mar 8, 2022 | Deep LearningImage Segmentation | CodeCode Available | 1 |
| NeRD: Neural Representation of Distribution for Medical Image Segmentation | Mar 6, 2021 | Image SegmentationLesion Segmentation | CodeCode Available | 1 |
| NeRF-SOS: Any-View Self-supervised Object Segmentation on Complex Scenes | Sep 19, 2022 | NeRFObject | CodeCode Available | 1 |
| DIAS: A Dataset and Benchmark for Intracranial Artery Segmentation in DSA sequences | Jun 21, 2023 | Dimensionality ReductionImage Segmentation | CodeCode Available | 1 |
| Consistency-guided Meta-Learning for Bootstrapping Semi-Supervised Medical Image Segmentation | Jul 21, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Diffusion Model is Secretly a Training-free Open Vocabulary Semantic Segmenter | Sep 6, 2023 | Contrastive LearningDenoising | CodeCode Available | 1 |
| 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 |
| Asymmetry Disentanglement Network for Interpretable Acute Ischemic Stroke Infarct Segmentation in Non-Contrast CT Scans | Jun 30, 2022 | DisentanglementSegmentation | CodeCode Available | 1 |
| NISF: Neural Implicit Segmentation Functions | Sep 15, 2023 | Cardiac SegmentationImage Segmentation | CodeCode Available | 1 |
| A synergistic CNN-transformer network with pooling attention fusion for hyperspectral image classification | Feb 14, 2025 | Hyperspectral Image Classificationimage-classification | CodeCode Available | 1 |
| Synthetic optical coherence tomography angiographs for detailed retinal vessel segmentation without human annotations | Jun 19, 2023 | Domain AdaptationRetinal Vessel Segmentation | CodeCode Available | 1 |
| nnU-Net: Self-adapting Framework for U-Net-Based Medical Image Segmentation | Sep 27, 2018 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Detecting Anomalies in Semantic Segmentation with Prototypes | Jun 1, 2021 | Anomaly SegmentationSegmentation | CodeCode Available | 1 |
| Constrained unsupervised anomaly segmentation | Mar 3, 2022 | Anomaly LocalizationAnomaly Segmentation | CodeCode Available | 1 |
| A Character-Level Decoder without Explicit Segmentation for Neural Machine Translation | Mar 19, 2016 | Decoderde-en | CodeCode Available | 1 |
| DeSAM: Decoupled Segment Anything Model for Generalizable Medical Image Segmentation | Jun 1, 2023 | DecoderDomain Generalization | CodeCode Available | 1 |
| DermoSegDiff: A Boundary-aware Segmentation Diffusion Model for Skin Lesion Delineation | Aug 5, 2023 | DenoisingImage Generation | CodeCode Available | 1 |
| DeSTSeg: Segmentation Guided Denoising Student-Teacher for Anomaly Detection | Nov 21, 2022 | Anomaly DetectionDecoder | CodeCode Available | 1 |
| NP-SemiSeg: When Neural Processes meet Semi-Supervised Semantic Segmentation | Aug 5, 2023 | image-classificationImage Classification | CodeCode Available | 1 |
| Content-aware Token Sharing for Efficient Semantic Segmentation with Vision Transformers | Jun 3, 2023 | Computational Efficiencyimage-classification | CodeCode Available | 1 |
| Detection and Segmentation of Lesion Areas in Chest CT Scans For The Prediction of COVID-19 | Oct 26, 2020 | COVID-19 DiagnosisCOVID-19 Image Segmentation | CodeCode Available | 1 |
| Boundary loss for highly unbalanced segmentation | Dec 17, 2018 | Brain Lesion Segmentation From MriIschemic Stroke Lesion Segmentation | CodeCode Available | 1 |
| Dense Unsupervised Learning for Video Segmentation | Nov 11, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
