| MSDNet: Multi-Scale Decoder for Few-Shot Semantic Segmentation via Transformer-Guided Prototyping | Sep 17, 2024 | DecoderFew-Shot Semantic Segmentation | CodeCode Available | 1 | 5 |
| Masked Diffusion as Self-supervised Representation Learner | Aug 10, 2023 | DenoisingMedical Image Segmentation | CodeCode Available | 1 | 5 |
| Diffusion Model is Secretly a Training-free Open Vocabulary Semantic Segmenter | Sep 6, 2023 | Contrastive LearningDenoising | CodeCode Available | 1 | 5 |
| TOIST: Task Oriented Instance Segmentation Transformer with Noun-Pronoun Distillation | Oct 19, 2022 | Instance SegmentationReferring Expression | CodeCode Available | 1 | 5 |
| MSeg3D: Multi-modal 3D Semantic Segmentation for Autonomous Driving | Mar 15, 2023 | 3D Semantic SegmentationAutonomous Driving | CodeCode Available | 1 | 5 |
| Masked Distillation with Receptive Tokens | May 29, 2022 | object-detectionObject Detection | CodeCode Available | 1 | 5 |
| Masked Frequency Modeling for Self-Supervised Visual Pre-Training | Jun 15, 2022 | image-classificationImage Classification | CodeCode Available | 1 | 5 |
| MSLAU-Net: A Hybird CNN-Transformer Network for Medical Image Segmentation | May 24, 2025 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| A Multi-Task Deep Learning Framework for Building Footprint Segmentation | Apr 19, 2021 | Boundary DetectionDeep Learning | CodeCode Available | 1 | 5 |
| DensePASS: Dense Panoramic Semantic Segmentation via Unsupervised Domain Adaptation with Attention-Augmented Context Exchange | Aug 13, 2021 | Domain AdaptationSegmentation | CodeCode Available | 1 | 5 |
| Diffusion for Out-of-Distribution Detection on Road Scenes and Beyond | Jul 22, 2024 | Anomaly DetectionAnomaly Segmentation | CodeCode Available | 1 | 5 |
| Structural Text Segmentation of Legal Documents | Dec 7, 2020 | Change DetectionInformation Retrieval | CodeCode Available | 1 | 5 |
| Diffusion Features to Bridge Domain Gap for Semantic Segmentation | Jun 2, 2024 | Domain GeneralizationImage Generation | CodeCode Available | 1 | 5 |
| Masked Supervised Learning for Semantic Segmentation | Oct 3, 2022 | SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| Adapting Pre-trained Vision Transformers from 2D to 3D through Weight Inflation Improves Medical Image Segmentation | Feb 8, 2023 | Image SegmentationMedical Image Analysis | CodeCode Available | 1 | 5 |
| Human Vision Based 3D Point Cloud Semantic Segmentation of Large-Scale Outdoor Scene | Jan 30, 2023 | 3D Semantic SegmentationPhilosophy | CodeCode Available | 1 | 5 |
| DiffuseExpand: Expanding dataset for 2D medical image segmentation using diffusion models | Apr 26, 2023 | DiversityImage Generation | CodeCode Available | 1 | 5 |
| 2D Semantic-Guided Semantic Scene Completion | Sep 12, 2024 | 2D Semantic Segmentation3D Semantic Scene Completion | CodeCode Available | 1 | 5 |
| Diffusion-based Data Augmentation for Nuclei Image Segmentation | Oct 22, 2023 | Data AugmentationImage Generation | CodeCode Available | 1 | 5 |
| TO-Scene: A Large-scale Dataset for Understanding 3D Tabletop Scenes | Mar 17, 2022 | 3D Semantic Segmentationobject-detection | CodeCode Available | 1 | 5 |
| A Multi-task Framework for Infrared Small Target Detection and Segmentation | Jun 14, 2022 | Multi-Task Learningobject-detection | CodeCode Available | 1 | 5 |
| Mask R-CNN | Mar 20, 2017 | 3D Instance SegmentationHuman Part Segmentation | CodeCode Available | 1 | 5 |
| Dense Unsupervised Learning for Video Segmentation | Nov 11, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| Toward Realistic Camouflaged Object Detection: Benchmarks and Method | Jan 13, 2025 | Instance SegmentationObject | CodeCode Available | 1 | 5 |
| DifFSS: Diffusion Model for Few-Shot Semantic Segmentation | Jul 3, 2023 | Few-Shot Semantic SegmentationImage Generation | CodeCode Available | 1 | 5 |
| MasQCLIP for Open-Vocabulary Universal Image Segmentation | Jan 1, 2023 | Image SegmentationPanoptic Segmentation | CodeCode Available | 1 | 5 |
| Diffusion Model as Representation Learner | Aug 21, 2023 | Denoisingimage-classification | CodeCode Available | 1 | 5 |
| MAS-SAM: Segment Any Marine Animal with Aggregated Features | Apr 24, 2024 | DecoderImage Segmentation | CodeCode Available | 1 | 5 |
| Differential Treatment for Stuff and Things: A Simple Unsupervised Domain Adaptation Method for Semantic Segmentation | Mar 18, 2020 | Domain AdaptationSemantic Segmentation | CodeCode Available | 1 | 5 |
| MASS: Multi-Attentional Semantic Segmentation of LiDAR Data for Dense Top-View Understanding | Jul 1, 2021 | 3D Object DetectionGraph Attention | CodeCode Available | 1 | 5 |
| MRGen: Diffusion-based Controllable Data Engine for MRI Segmentation towards Unannotated Modalities | Dec 4, 2024 | Image GenerationImage Segmentation | CodeCode Available | 1 | 5 |
| MAST: A Memory-Augmented Self-supervised Tracker | Feb 18, 2020 | Semantic SegmentationSemi-Supervised Video Object Segmentation | CodeCode Available | 1 | 5 |
| MATNet: Motion-Attentive Transition Network for Zero-Shot Video Object Segmentation | Aug 20, 2020 | ObjectSemantic Segmentation | CodeCode Available | 1 | 5 |
| MSANet: Multi-Similarity and Attention Guidance for Boosting Few-Shot Segmentation | Jun 20, 2022 | Few-Shot Semantic SegmentationMeta-Learning | CodeCode Available | 1 | 5 |
| Depth-Assisted ResiDualGAN for Cross-Domain Aerial Images Semantic Segmentation | Aug 21, 2022 | Domain AdaptationSegmentation | CodeCode Available | 1 | 5 |
| MateRobot: Material Recognition in Wearable Robotics for People with Visual Impairments | Feb 28, 2023 | Material RecognitionSemantic Segmentation | CodeCode Available | 1 | 5 |
| Depth-aware Object Segmentation and Grasp Detection for Robotic Picking Tasks | Nov 22, 2021 | Instance SegmentationObject | CodeCode Available | 1 | 5 |
| Depth-aware Test-Time Training for Zero-shot Video Object Segmentation | Mar 7, 2024 | Depth EstimationDepth Prediction | CodeCode Available | 1 | 5 |
| Depth-based 6DoF Object Pose Estimation using Swin Transformer | Mar 3, 2023 | 6D Pose Estimation6D Pose Estimation using RGB | CodeCode Available | 1 | 5 |
| Depth Based Semantic Scene Completion with Position Importance Aware Loss | Jan 29, 2020 | 3D Semantic SegmentationPosition | CodeCode Available | 1 | 5 |
| MSNet: A Multilevel Instance Segmentation Network for Natural Disaster Damage Assessment in Aerial Videos | Jun 30, 2020 | Instance SegmentationRegion Proposal | CodeCode Available | 1 | 5 |
| Vector Quantized Bayesian Neural Network Inference for Data Streams | Jul 12, 2019 | Semantic Segmentation | CodeCode Available | 1 | 5 |
| Max Pooling with Vision Transformers reconciles class and shape in weakly supervised semantic segmentation | Oct 31, 2022 | Self-Supervised LearningSemantic Segmentation | CodeCode Available | 1 | 5 |
| Maximum Classifier Discrepancy for Unsupervised Domain Adaptation | Dec 7, 2017 | Domain Adaptationimage-classification | CodeCode Available | 1 | 5 |
| Adaptive Semantic-Enhanced Denoising Diffusion Probabilistic Model for Remote Sensing Image Super-Resolution | Mar 17, 2024 | DecoderDenoising | CodeCode Available | 1 | 5 |
| MaxStyle: Adversarial Style Composition for Robust Medical Image Segmentation | Jun 2, 2022 | Data AugmentationDecoder | CodeCode Available | 1 | 5 |
| Towards General and Efficient Active Learning | Dec 15, 2021 | Active LearningDepth Estimation | CodeCode Available | 1 | 5 |
| BPKD: Boundary Privileged Knowledge Distillation For Semantic Segmentation | Jun 13, 2023 | Knowledge DistillationSegmentation | CodeCode Available | 1 | 5 |
| DIDFuse: Deep Image Decomposition for Infrared and Visible Image Fusion | Mar 20, 2020 | DecoderInfrared And Visible Image Fusion | CodeCode Available | 1 | 5 |
| Differentiable Multi-Granularity Human Representation Learning for Instance-Aware Human Semantic Parsing | Mar 8, 2021 | Human ParsingMulti-Person Pose Estimation | CodeCode Available | 1 | 5 |
