| FourierNet: Compact mask representation for instance segmentation using differentiable shape decoders | Feb 7, 2020 | DecoderInstance Segmentation | CodeCode Available | 1 | 5 |
| Learn from Foundation Model: Fruit Detection Model without Manual Annotation | Nov 25, 2024 | Instance SegmentationKnowledge Distillation | CodeCode Available | 1 | 5 |
| Learning Equivariant Segmentation with Instance-Unique Querying | Oct 3, 2022 | Instance SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| FPR: False Positive Rectification for Weakly Supervised Semantic Segmentation | Jan 1, 2023 | Semantic SegmentationWeakly supervised Semantic Segmentation | CodeCode Available | 1 | 5 |
| FPS-Net: A Convolutional Fusion Network for Large-Scale LiDAR Point Cloud Segmentation | Mar 1, 2021 | 3D Semantic SegmentationDecoder | CodeCode Available | 1 | 5 |
| LineFormer: Rethinking Line Chart Data Extraction as Instance Segmentation | May 3, 2023 | Data Visualizationdocument understanding | CodeCode Available | 1 | 5 |
| Cached Transformers: Improving Transformers with Differentiable Memory Cache | Dec 20, 2023 | image-classificationImage Classification | CodeCode Available | 1 | 5 |
| Frame-To-Frame Consistent Semantic Segmentation | Aug 3, 2020 | SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| Correlation-Aware Mutual Learning for Semi-supervised Medical Image Segmentation | Jul 12, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| FreeCOS: Self-Supervised Learning from Fractals and Unlabeled Images for Curvilinear Object Segmentation | Jul 14, 2023 | Domain AdaptationSelf-Supervised Learning | CodeCode Available | 1 | 5 |
| FreDSNet: Joint Monocular Depth and Semantic Segmentation with Fast Fourier Convolutions | Oct 4, 2022 | Depth EstimationMonocular Depth Estimation | CodeCode Available | 1 | 5 |
| PDAM: A Panoptic-Level Feature Alignment Framework for Unsupervised Domain Adaptive Instance Segmentation in Microscopy Images | Sep 11, 2020 | Domain AdaptationInstance Segmentation | CodeCode Available | 1 | 5 |
| CorrMatch: Label Propagation via Correlation Matching for Semi-Supervised Semantic Segmentation | Jun 7, 2023 | SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| Attention Swin U-Net: Cross-Contextual Attention Mechanism for Skin Lesion Segmentation | Oct 30, 2022 | Image SegmentationLesion Segmentation | CodeCode Available | 1 | 5 |
| Dataset Enhancement with Instance-Level Augmentations | Jun 12, 2024 | Data AugmentationObject | CodeCode Available | 1 | 5 |
| Frequency Domain Adversarial Training for Robust Volumetric Medical Segmentation | Jul 14, 2023 | Adversarial AttackDeep Learning | CodeCode Available | 1 | 5 |
| Co-Scale Conv-Attentional Image Transformers | Apr 13, 2021 | Instance Segmentationobject-detection | CodeCode Available | 1 | 5 |
| A Good Foundation is Worth Many Labels: Label-Efficient Panoptic Segmentation | May 29, 2024 | Autonomous DrivingBoundary Detection | CodeCode Available | 1 | 5 |
| Co-segmentation Inspired Attention Module for Video-based Computer Vision Tasks | Nov 14, 2021 | Action ClassificationObject | CodeCode Available | 1 | 5 |
| Channelized Axial Attention for Semantic Segmentation -- Considering Channel Relation within Spatial Attention for Semantic Segmentation | Jan 19, 2021 | RelationSegmentation | CodeCode Available | 1 | 5 |
| PeopleSansPeople: A Synthetic Data Generator for Human-Centric Computer Vision | Dec 17, 2021 | Human DetectionPose Estimation | CodeCode Available | 1 | 5 |
| DatasetGAN: Efficient Labeled Data Factory with Minimal Human Effort | Apr 13, 2021 | DecoderImage Segmentation | CodeCode Available | 1 | 5 |
| COSMOS: Cross-Modality Self-Distillation for Vision Language Pre-training | Dec 2, 2024 | Self-Supervised LearningSemantic Segmentation | CodeCode Available | 1 | 5 |
| C3S3: Complementary Competition and Contrastive Selection for Semi-Supervised Medical Image Segmentation | Jun 9, 2025 | Contrastive LearningDiagnostic | CodeCode Available | 1 | 5 |
| Data-Free Quantization Through Weight Equalization and Bias Correction | Jun 11, 2019 | Data Free Quantizationobject-detection | CodeCode Available | 1 | 5 |
