| EM-Net: Efficient Channel and Frequency Learning with Mamba for 3D Medical Image Segmentation | Sep 26, 2024 | Image SegmentationMamba | CodeCode Available | 2 | 5 |
| ESP-MedSAM: Efficient Self-Prompting SAM for Universal Domain-Generalized Medical Image Segmentation | Jul 19, 2024 | DecoderImage Segmentation | CodeCode Available | 2 | 5 |
| Exact: Exploring Space-Time Perceptive Clues for Weakly Supervised Satellite Image Time Series Semantic Segmentation | Dec 5, 2024 | Semantic SegmentationTime Series | CodeCode Available | 2 | 5 |
| A large annotated medical image dataset for the development and evaluation of segmentation algorithms | Feb 25, 2019 | BenchmarkingSegmentation | CodeCode Available | 2 | 5 |
| AiTLAS: Artificial Intelligence Toolbox for Earth Observation | Jan 21, 2022 | BenchmarkingEarth Observation | CodeCode Available | 2 | 5 |
| A Data-scalable Transformer for Medical Image Segmentation: Architecture, Model Efficiency, and Benchmark | Feb 28, 2022 | Image SegmentationInductive Bias | CodeCode Available | 2 | 5 |
| DDP: Diffusion Model for Dense Visual Prediction | Mar 30, 2023 | DenoisingDepth Estimation | CodeCode Available | 2 | 5 |
| Deep Incubation: Training Large Models by Divide-and-Conquering | Dec 8, 2022 | Image Segmentationobject-detection | CodeCode Available | 2 | 5 |
| Fast Vision Transformers with HiLo Attention | May 26, 2022 | BenchmarkingEfficient ViTs | CodeCode Available | 2 | 5 |
| Cross Language Image Matching for Weakly Supervised Semantic Segmentation | Mar 5, 2022 | ObjectSemantic Segmentation | CodeCode Available | 2 | 5 |
| Cross-Image Relational Knowledge Distillation for Semantic Segmentation | Apr 14, 2022 | Knowledge DistillationSegmentation | CodeCode Available | 2 | 5 |
| Feature Pyramid Networks for Object Detection | Dec 9, 2016 | GPUObject | CodeCode Available | 2 | 5 |
| FEC: Fast Euclidean Clustering for Point Cloud Segmentation | Aug 16, 2022 | ClusteringInstance Segmentation | CodeCode Available | 2 | 5 |
| Fields of The World: A Machine Learning Benchmark Dataset For Global Agricultural Field Boundary Segmentation | Sep 24, 2024 | DiversityInstance Segmentation | CodeCode Available | 2 | 5 |
| Find First, Track Next: Decoupling Identification and Propagation in Referring Video Object Segmentation | Mar 5, 2025 | ObjectReferring Video Object Segmentation | CodeCode Available | 2 | 5 |
| Cross-Modal Interactive Perception Network with Mamba for Lung Tumor Segmentation in PET-CT Images | Mar 21, 2025 | Image SegmentationMamba | CodeCode Available | 2 | 5 |
| CrossEarth: Geospatial Vision Foundation Model for Domain Generalizable Remote Sensing Semantic Segmentation | Oct 30, 2024 | Domain AdaptationDomain Generalization | CodeCode Available | 2 | 5 |
| FreeSOLO: Learning to Segment Objects without Annotations | Feb 24, 2022 | Instance Segmentationobject-detection | CodeCode Available | 2 | 5 |
| Frequency-Adaptive Dilated Convolution for Semantic Segmentation | Mar 8, 2024 | object-detectionObject Detection | CodeCode Available | 2 | 5 |
| CorrCLIP: Reconstructing Correlations in CLIP with Off-the-Shelf Foundation Models for Open-Vocabulary Semantic Segmentation | Nov 15, 2024 | Open Vocabulary Semantic SegmentationOpen-Vocabulary Semantic Segmentation | CodeCode Available | 2 | 5 |
| RevSAM2: Prompt SAM2 for Medical Image Segmentation via Reverse-Propagation without Fine-tuning | Sep 6, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 2 | 5 |
| Fully Convolutional Instance-aware Semantic Segmentation | Nov 23, 2016 | General ClassificationInstance Segmentation | CodeCode Available | 2 | 5 |
| FusionVision: A comprehensive approach of 3D object reconstruction and segmentation from RGB-D cameras using YOLO and fast segment anything | Feb 29, 2024 | 3D Object ReconstructionInstance Segmentation | CodeCode Available | 2 | 5 |
| CrossFormer++: A Versatile Vision Transformer Hinging on Cross-scale Attention | Mar 13, 2023 | image-classificationImage Classification | CodeCode Available | 2 | 5 |
| Crowd-SAM: SAM as a Smart Annotator for Object Detection in Crowded Scenes | Jul 16, 2024 | Human Instance SegmentationInstance Segmentation | CodeCode Available | 2 | 5 |
