| InconSeg: Residual-Guided Fusion With Inconsistent Multi-Modal Data for Negative and Positive Road Obstacles Segmentation | May 2, 2023 | Autonomous VehiclesDecoder | CodeCode Available | 1 | 5 |
| FarSeg++: Foreground-Aware Relation Network for Geospatial Object Segmentation in High Spatial Resolution Remote Sensing Imagery | Jul 13, 2023 | Earth ObservationRelation | CodeCode Available | 1 | 5 |
| AutoFocusFormer: Image Segmentation off the Grid | Apr 24, 2023 | Image SegmentationInstance Segmentation | CodeCode Available | 1 | 5 |
| Incremental Few-Shot Instance Segmentation | May 11, 2021 | Few-shot Instance SegmentationInstance Segmentation | CodeCode Available | 1 | 5 |
| AutoGPart: Intermediate Supervision Search for Generalizable 3D Part Segmentation | Mar 13, 2022 | 3D Part SegmentationDomain Generalization | CodeCode Available | 1 | 5 |
| FAPIS: A Few-shot Anchor-free Part-based Instance Segmenter | Mar 31, 2021 | Few-shot Instance SegmentationFew-Shot Learning | CodeCode Available | 1 | 5 |
| CV 3315 Is All You Need : Semantic Segmentation Competition | Jun 25, 2022 | AllDecoder | CodeCode Available | 1 | 5 |
| FASA: Feature Augmentation and Sampling Adaptation for Long-Tailed Instance Segmentation | Feb 25, 2021 | Instance SegmentationSegmentation | CodeCode Available | 1 | 5 |
| CuVLER: Enhanced Unsupervised Object Discoveries through Exhaustive Self-Supervised Transformers | Mar 12, 2024 | Clusteringgraph partitioning | CodeCode Available | 1 | 5 |
| 1st Place Solution for PVUW Challenge 2023: Video Panoptic Segmentation | Jun 7, 2023 | Autonomous DrivingPanoptic Segmentation | CodeCode Available | 1 | 5 |
| Automated Segmentation of Optical Coherence Tomography Angiography Images: Benchmark Data and Clinically Relevant Metrics | Dec 20, 2019 | Image SegmentationSegmentation | CodeCode Available | 1 | 5 |
| AISFormer: Amodal Instance Segmentation with Transformer | Oct 12, 2022 | Amodal Instance SegmentationDecoder | CodeCode Available | 1 | 5 |
| Cyclic Learning: Bridging Image-level Labels and Nuclei Instance Segmentation | Jun 5, 2023 | Instance SegmentationMulti-Task Learning | 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 |
| D2A U-Net: Automatic Segmentation of COVID-19 Lesions from CT Slices with Dilated Convolution and Dual Attention Mechanism | Feb 10, 2021 | Computed Tomography (CT)Decoder | CodeCode Available | 1 | 5 |
| Cylindrical and Asymmetrical 3D Convolution Networks for LiDAR-based Perception | Sep 12, 2021 | Panoptic SegmentationSegmentation | CodeCode Available | 1 | 5 |
| Automated Chest CT Image Segmentation of COVID-19 Lung Infection based on 3D U-Net | Jun 24, 2020 | Data AugmentationImage Segmentation | CodeCode Available | 1 | 5 |
| BATFormer: Towards Boundary-Aware Lightweight Transformer for Efficient Medical Image Segmentation | Jun 29, 2022 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| DAAIN: Detection of Anomalous and Adversarial Input using Normalizing Flows | May 30, 2021 | GPUImage Segmentation | CodeCode Available | 1 | 5 |
| D2Conv3D: Dynamic Dilated Convolutions for Object Segmentation in Videos | Nov 15, 2021 | Multi-Object Tracking and SegmentationSegmentation | CodeCode Available | 1 | 5 |
| Instance Segmentation by Jointly Optimizing Spatial Embeddings and Clustering Bandwidth | Jun 26, 2019 | Autonomous DrivingClustering | 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 |
| Instance Segmentation of Biomedical Images with an Object-aware Embedding Learned with Local Constraints | Apr 21, 2020 | Cell SegmentationInstance Segmentation | CodeCode Available | 1 | 5 |
| A Joint Graph and Image Convolution Network for Automatic Brain Tumor Segmentation | Sep 12, 2021 | Brain Tumor SegmentationGraph Neural Network | CodeCode Available | 1 | 5 |
| FashionFail: Addressing Failure Cases in Fashion Object Detection and Segmentation | Apr 12, 2024 | Data AugmentationObject Detection | CodeCode Available | 1 | 5 |
