| Attention-Based Transformers for Instance Segmentation of Cells in Microstructures | Nov 19, 2020 | Cell DetectionCell Segmentation | CodeCode Available | 1 | 5 |
| An Informative Path Planning Framework for Active Learning in UAV-based Semantic Mapping | Feb 7, 2023 | Active LearningSemantic Segmentation | CodeCode Available | 1 | 5 |
| DCSEG: Decoupled 3D Open-Set Segmentation using Gaussian Splatting | Dec 14, 2024 | 3D ReconstructionSegmentation | CodeCode Available | 1 | 5 |
| Focal Attention for Long-Range Interactions in Vision Transformers | Dec 1, 2021 | image-classificationImage Classification | CodeCode Available | 1 | 5 |
| Focal Self-attention for Local-Global Interactions in Vision Transformers | Jul 1, 2021 | image-classificationImage Classification | CodeCode Available | 1 | 5 |
| LC-GAN: Image-to-image Translation Based on Generative Adversarial Network for Endoscopic Images | Mar 10, 2020 | Generative Adversarial NetworkImage Segmentation | CodeCode Available | 1 | 5 |
| 360BEV: Panoramic Semantic Mapping for Indoor Bird's-Eye View | Mar 21, 2023 | Semantic Segmentation | CodeCode Available | 1 | 5 |
| CAD: Memory Efficient Convolutional Adapter for Segment Anything | Sep 24, 2024 | DecoderGPU | CodeCode Available | 1 | 5 |
| CAMS: Convolution and Attention-Free Mamba-based Cardiac Image Segmentation | Jun 9, 2024 | Cardiac SegmentationDecoder | CodeCode Available | 1 | 5 |
| Attention-guided Context Feature Pyramid Network for Object Detection | May 23, 2020 | Instance SegmentationObject | CodeCode Available | 1 | 5 |
| Decoder Denoising Pretraining for Semantic Segmentation | May 23, 2022 | DecoderDenoising | CodeCode Available | 1 | 5 |
| Foreground-Aware Relation Network for Geospatial Object Segmentation in High Spatial Resolution Remote Sensing Imagery | Nov 19, 2020 | Earth ObservationRelation | CodeCode Available | 1 | 5 |
| Attention guided global enhancement and local refinement network for semantic segmentation | Apr 9, 2022 | DecoderSemantic Segmentation | CodeCode Available | 1 | 5 |
| FoodSAM: Any Food Segmentation | Aug 11, 2023 | Image SegmentationInstance Segmentation | CodeCode Available | 1 | 5 |
| DB-SAM: Delving into High Quality Universal Medical Image Segmentation | Oct 5, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| Forest R-CNN: Large-Vocabulary Long-Tailed Object Detection and Instance Segmentation | Aug 13, 2020 | ClassificationFew-Shot Object Detection | CodeCode Available | 1 | 5 |
| Foundation Model Assisted Weakly Supervised Semantic Segmentation | Dec 6, 2023 | image-classificationImage Classification | CodeCode Available | 1 | 5 |
| PASS:Test-Time Prompting to Adapt Styles and Semantic Shapes in Medical Image Segmentation | Oct 2, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| AggMask: Exploring locally aggregated learning of mask representations for instance segmentation | Jan 1, 2021 | Instance SegmentationSegmentation | CodeCode Available | 1 | 5 |
| DCT-Mask: Discrete Cosine Transform Mask Representation for Instance Segmentation | Nov 19, 2020 | Instance SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| Cooperative Self-Training for Multi-Target Adaptive Semantic Segmentation | Oct 4, 2022 | Domain AdaptationMulti-target Domain Adaptation | CodeCode Available | 1 | 5 |
| Cooperative Training and Latent Space Data Augmentation for Robust Medical Image Segmentation | Jul 2, 2021 | Data AugmentationImage Reconstruction | CodeCode Available | 1 | 5 |
| Delving into the Cyclic Mechanism in Semi-supervised Video Object Segmentation | Oct 23, 2020 | ObjectOne-shot visual object segmentation | CodeCode Available | 1 | 5 |
| Leaf Only SAM: A Segment Anything Pipeline for Zero-Shot Automated Leaf Segmentation | May 16, 2023 | Plant PhenotypingSemantic Segmentation | CodeCode Available | 1 | 5 |
| Attention-guided Temporally Coherent Video Object Matting | May 24, 2021 | Image MattingObject | CodeCode Available | 1 | 5 |
| 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 |
