| DermoSegDiff: A Boundary-aware Segmentation Diffusion Model for Skin Lesion Delineation | Aug 5, 2023 | DenoisingImage Generation | CodeCode Available | 1 |
| Interactive 3D Medical Image Segmentation with SAM 2 | Aug 5, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Depth-aware Object Segmentation and Grasp Detection for Robotic Picking Tasks | Nov 22, 2021 | Instance SegmentationObject | CodeCode Available | 1 |
| MultiMix: Sparingly Supervised, Extreme Multitask Learning From Medical Images | Oct 28, 2020 | General ClassificationSegmentation | CodeCode Available | 1 |
| CSWin-UNet: Transformer UNet with Cross-Shaped Windows for Medical Image Segmentation | Jul 25, 2024 | Computational EfficiencyDecoder | CodeCode Available | 1 |
| Multi-modal Learning with Missing Modality via Shared-Specific Feature Modelling | Jul 26, 2023 | Classificationdomain classification | CodeCode Available | 1 |
| Multimodal PET/CT Tumour Segmentation and Prediction of Progression-Free Survival using a Full-Scale UNet with Attention | Nov 6, 2021 | DecoderPrediction | CodeCode Available | 1 |
| MMSFormer: Multimodal Transformer for Material and Semantic Segmentation | Sep 7, 2023 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| A Survey on Deep Learning Technique for Video Segmentation | Jul 2, 2021 | Autonomous DrivingDeep Learning | CodeCode Available | 1 |
| Multi-organ Segmentation over Partially Labeled Datasets with Multi-scale Feature Abstraction | Jan 1, 2020 | Image SegmentationOrgan Segmentation | CodeCode Available | 1 |
| Mumford-Shah Loss Functional for Image Segmentation with Deep Learning | Apr 5, 2019 | Deep LearningImage Segmentation | CodeCode Available | 1 |
| Multi-Plateau Ensemble for Endoscopic Artefact Segmentation and Detection | Mar 23, 2020 | object-detectionObject Detection | 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 |
| DeSAM: Decoupled Segment Anything Model for Generalizable Medical Image Segmentation | Jun 1, 2023 | DecoderDomain Generalization | CodeCode Available | 1 |
| CoNIC Challenge: Pushing the Frontiers of Nuclear Detection, Segmentation, Classification and Counting | Mar 11, 2023 | Nuclear SegmentationSegmentation | CodeCode Available | 1 |
| Dense Unsupervised Learning for Video Segmentation | Nov 11, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| CT Liver Segmentation via PVT-based Encoding and Refined Decoding | Jan 17, 2024 | DecoderLiver Segmentation | CodeCode Available | 1 |
| Multi-Spectral Image Synthesis for Crop/Weed Segmentation in Precision Farming | Sep 12, 2020 | Data AugmentationImage Generation | CodeCode Available | 1 |
| Multispectral Video Semantic Segmentation: A Benchmark Dataset and Baseline | Jan 1, 2023 | SegmentationSemantic Segmentation | 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 |
| 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-Target Adversarial Frameworks for Domain Adaptation in Semantic Segmentation | Aug 16, 2021 | Domain AdaptationSegmentation | CodeCode Available | 1 |
| DensePASS: Dense Panoramic Semantic Segmentation via Unsupervised Domain Adaptation with Attention-Augmented Context Exchange | Aug 13, 2021 | Domain AdaptationSegmentation | CodeCode Available | 1 |
