| 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 |
| Trapped in texture bias? A large scale comparison of deep instance segmentation | Jan 17, 2024 | Data AugmentationInstance 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 |
| MIM-Refiner: A Contrastive Learning Boost from Intermediate Pre-Trained Representations | Feb 15, 2024 | Contrastive LearningImage Clustering | CodeCode Available | 1 | 5 |
| Diffusion Model is Secretly a Training-free Open Vocabulary Semantic Segmenter | Sep 6, 2023 | Contrastive LearningDenoising | 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 |
| Multi-Granularity Distillation Scheme Towards Lightweight Semi-Supervised Semantic Segmentation | Aug 22, 2022 | Knowledge DistillationSemantic Segmentation | 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 |
| Bidirectional Self-Training with Multiple Anisotropic Prototypes for Domain Adaptive Semantic Segmentation | Apr 16, 2022 | Domain AdaptationPseudo Label | CodeCode Available | 1 | 5 |
| DETRs with Hybrid Matching | Jul 26, 2022 | Object DetectionPose Estimation | CodeCode Available | 1 | 5 |
| Mining Contextual Information Beyond Image for Semantic Segmentation | Aug 26, 2021 | Image SegmentationSegmentation | 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 |
| Mining Relations among Cross-Frame Affinities for Video Semantic Segmentation | Jul 21, 2022 | Optical Flow EstimationSemantic Segmentation | CodeCode Available | 1 | 5 |
| Diffusion Model as Representation Learner | Aug 21, 2023 | Denoisingimage-classification | CodeCode Available | 1 | 5 |
| Triple-View Feature Learning for Medical Image Segmentation | Aug 12, 2022 | DecoderImage Segmentation | 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 |
| Multi-Granularity Video Object Segmentation | Dec 2, 2024 | ObjectSegmentation | CodeCode Available | 1 | 5 |
| MISeval: a Metric Library for Medical Image Segmentation Evaluation | Jan 23, 2022 | Image SegmentationMedical Image 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 |
| MI-SegNet: Mutual Information-Based US Segmentation for Unseen Domain Generalization | Mar 22, 2023 | AnatomyDisentanglement | CodeCode Available | 1 | 5 |
| An End-to-End Computer Vision Methodology for Quantitative Metallography | Apr 22, 2021 | Anomaly DetectionImage Inpainting | CodeCode Available | 1 | 5 |
