| An Alternative to WSSS? An Empirical Study of the Segment Anything Model (SAM) on Weakly-Supervised Semantic Segmentation Problems | May 2, 2023 | Pseudo LabelSemantic Segmentation | CodeCode Available | 1 | 5 |
| 4D Unsupervised Object Discovery | Oct 10, 2022 | 2D Object Detection3D Instance Segmentation | CodeCode Available | 1 | 5 |
| Bidirectional Projection Network for Cross Dimension Scene Understanding | Mar 26, 2021 | 2D Semantic Segmentation3D Semantic Segmentation | CodeCode Available | 1 | 5 |
| Mining Unseen Classes via Regional Objectness: A Simple Baseline for Incremental Segmentation | Nov 13, 2022 | Class-Incremental Semantic SegmentationContinual Learning | CodeCode Available | 1 | 5 |
| 3D U^2-Net: A 3D Universal U-Net for Multi-Domain Medical Image Segmentation | Sep 4, 2019 | image-classificationImage Classification | CodeCode Available | 1 | 5 |
| Multi-scale and Cross-scale Contrastive Learning for Semantic Segmentation | Mar 25, 2022 | Contrastive LearningSemantic Segmentation | CodeCode Available | 1 | 5 |
| Leveraging SO(3)-steerable convolutions for pose-robust semantic segmentation in 3D medical data | Mar 1, 2023 | Data AugmentationMedical Image Analysis | CodeCode Available | 1 | 5 |
| MI-SegNet: Mutual Information-Based US Segmentation for Unseen Domain Generalization | Mar 22, 2023 | AnatomyDisentanglement | CodeCode Available | 1 | 5 |
| Multi-Prototype Embedding Refinement for Semi-Supervised Medical Image Segmentation | Mar 18, 2025 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| DETRs with Hybrid Matching | Jul 26, 2022 | Object DetectionPose Estimation | CodeCode Available | 1 | 5 |
| MISm: A Medical Image Segmentation Metric for Evaluation of weak labeled Data | Oct 24, 2022 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| DEU-Net: Dual-Encoder U-Net for Automated Skin Lesion Segmentation | Nov 28, 2023 | DecoderDiversity | CodeCode Available | 1 | 5 |
| Real-time Semantic Segmentation via Spatial-detail Guided Context Propagation | May 22, 2020 | GPUReal-Time Semantic Segmentation | CodeCode Available | 1 | 5 |
| Missing Modality Robustness in Semi-Supervised Multi-Modal Semantic Segmentation | Apr 21, 2023 | RGBD Semantic SegmentationRobust Semi-Supervised RGBD Semantic Segmentation | CodeCode Available | 1 | 5 |
| Multiscale Deep Equilibrium Models | Jun 15, 2020 | General Classificationimage-classification | CodeCode Available | 1 | 5 |
| DINOv2 based Self Supervised Learning For Few Shot Medical Image Segmentation | Mar 5, 2024 | Image SegmentationMedical Image Analysis | CodeCode Available | 1 | 5 |
| Devil is in Channels: Contrastive Single Domain Generalization for Medical Image Segmentation | Jun 8, 2023 | DisentanglementDomain Adaptation | CodeCode Available | 1 | 5 |
| BI-GCN: Boundary-Aware Input-Dependent Graph Convolution Network for Biomedical Image Segmentation | Oct 27, 2021 | Image SegmentationSegmentation | CodeCode Available | 1 | 5 |
| DeVIS: Making Deformable Transformers Work for Video Instance Segmentation | Jul 22, 2022 | Instance Segmentationobject-detection | CodeCode Available | 1 | 5 |
| Object Segmentation Without Labels with Large-Scale Generative Models | Jun 8, 2020 | image-classificationImage Classification | CodeCode Available | 1 | 5 |
| Multiple Fusion Adaptation: A Strong Framework for Unsupervised Semantic Segmentation Adaptation | Dec 1, 2021 | Domain AdaptationPseudo Label | CodeCode Available | 1 | 5 |
| Mix3D: Out-of-Context Data Augmentation for 3D Scenes | Oct 5, 2021 | 3D Semantic SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| Bilateral Network with Residual U-blocks and Dual-Guided Attention for Real-time Semantic Segmentation | Oct 31, 2023 | Real-Time Semantic SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| MixPro: Data Augmentation with MaskMix and Progressive Attention Labeling for Vision Transformer | Apr 24, 2023 | Data AugmentationImage Augmentation | CodeCode Available | 1 | 5 |
| BoxeR: Box-Attention for 2D and 3D Transformers | Nov 25, 2021 | 3D Object DetectionInstance Segmentation | CodeCode Available | 1 | 5 |
| D-Former: A U-shaped Dilated Transformer for 3D Medical Image Segmentation | Jan 3, 2022 | DecoderImage Segmentation | CodeCode Available | 1 | 5 |
| DFormer: Diffusion-guided Transformer for Universal Image Segmentation | Jun 6, 2023 | DecoderDenoising | CodeCode Available | 1 | 5 |
| Strip Pooling: Rethinking Spatial Pooling for Scene Parsing | Mar 30, 2020 | Scene ParsingSemantic Segmentation | CodeCode Available | 1 | 5 |
| Multiple Object Stitching for Unsupervised Representation Learning | Jun 9, 2025 | Contrastive LearningObject | CodeCode Available | 1 | 5 |
| Multi-scale Hierarchical Vision Transformer with Cascaded Attention Decoding for Medical Image Segmentation | Mar 29, 2023 | DecoderImage Segmentation | CodeCode Available | 1 | 5 |
| MixSKD: Self-Knowledge Distillation from Mixup for Image Recognition | Aug 11, 2022 | Data Augmentationimage-classification | CodeCode Available | 1 | 5 |
| MixSearch: Searching for Domain Generalized Medical Image Segmentation Architectures | Feb 26, 2021 | DecoderImage Segmentation | CodeCode Available | 1 | 5 |
| Multi-Spectral Image Synthesis for Crop/Weed Segmentation in Precision Farming | Sep 12, 2020 | Data AugmentationImage Generation | CodeCode Available | 1 | 5 |
| RankSeg: Adaptive Pixel Classification with Image Category Ranking for Segmentation | Mar 8, 2022 | ClassificationInstance Segmentation | CodeCode Available | 1 | 5 |
| DSU-Net:An Improved U-Net Model Based on DINOv2 and SAM2 with Multi-scale Cross-model Feature Enhancement | Mar 27, 2025 | Image Segmentationmodel | CodeCode Available | 1 | 5 |
| DG-TTA: Out-of-domain Medical Image Segmentation through Augmentation and Descriptor-driven Domain Generalization and Test-Time Adaptation | Dec 11, 2023 | Domain AdaptationDomain Generalization | CodeCode Available | 1 | 5 |
| DHC: Dual-debiased Heterogeneous Co-training Framework for Class-imbalanced Semi-supervised Medical Image Segmentation | Jul 22, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| DHR: Dual Features-Driven Hierarchical Rebalancing in Inter- and Intra-Class Regions for Weakly-Supervised Semantic Segmentation | Mar 30, 2024 | SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| MMDetection: Open MMLab Detection Toolbox and Benchmark | Jun 17, 2019 | BenchmarkingInstance Segmentation | CodeCode Available | 1 | 5 |
| Multi-view Inverse Rendering for Large-scale Real-world Indoor Scenes | Nov 18, 2022 | Inverse RenderingMixed Reality | CodeCode Available | 1 | 5 |
| DIAL: Deep Interactive and Active Learning for Semantic Segmentation in Remote Sensing | Jan 4, 2022 | Active LearningSemantic Segmentation | CodeCode Available | 1 | 5 |
| Unbiased Multi-Modality Guidance for Image Inpainting | Aug 25, 2022 | Image InpaintingSemantic Segmentation | CodeCode Available | 1 | 5 |
| Multi-modal Visual Place Recognition in Dynamics-Invariant Perception Space | May 17, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| DIAS: A Dataset and Benchmark for Intracranial Artery Segmentation in DSA sequences | Jun 21, 2023 | Dimensionality ReductionImage Segmentation | CodeCode Available | 1 | 5 |
| An End-to-end Framework For Low-Resolution Remote Sensing Semantic Segmentation | Mar 17, 2020 | SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| MultiNet: Real-time Joint Semantic Reasoning for Autonomous Driving | Dec 22, 2016 | Autonomous DrivingGeneral Classification | CodeCode Available | 1 | 5 |
| MMV_Im2Im: An Open Source Microscopy Machine Vision Toolbox for Image-to-Image Transformation | Sep 6, 2022 | Image GenerationImage Restoration | CodeCode Available | 1 | 5 |
| Uncertainty-aware Self-ensembling Model for Semi-supervised 3D Left Atrium Segmentation | Jul 16, 2019 | Image SegmentationLeft Atrium Segmentation | 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 |
| Multimodal Token Fusion for Vision Transformers | Apr 19, 2022 | 3D Object DetectionImage-to-Image Translation | CodeCode Available | 1 | 5 |
