| Beyond Self-Supervision: A Simple Yet Effective Network Distillation Alternative to Improve Backbones | Mar 10, 2021 | Knowledge Distillationobject-detection | CodeCode Available | 1 |
| Anabranch Network for Camouflaged Object Segmentation | May 20, 2021 | BenchmarkingCamouflaged Object Segmentation | CodeCode Available | 1 |
| Beyond Semantic to Instance Segmentation: Weakly-Supervised Instance Segmentation via Semantic Knowledge Transfer and Self-Refinement | Sep 20, 2021 | Image-level Supervised Instance SegmentationInstance Segmentation | CodeCode Available | 1 |
| 3D-to-2D Distillation for Indoor Scene Parsing | Apr 6, 2021 | Scene ParsingSemantic Parsing | CodeCode Available | 1 |
| An Accelerated Pipeline for Multi-label Renal Pathology Image Segmentation at the Whole Slide Image Level | May 23, 2023 | GPUImage Segmentation | CodeCode Available | 1 |
| Beyond the Prototype: Divide-and-conquer Proxies for Few-shot Segmentation | Apr 21, 2022 | DecoderFew-Shot Semantic Segmentation | CodeCode Available | 1 |
| iSeg: An Iterative Refinement-based Framework for Training-free Segmentation | Sep 5, 2024 | Image GenerationSegmentation | CodeCode Available | 1 |
| iSegFormer: Interactive Segmentation via Transformers with Application to 3D Knee MR Images | Dec 21, 2021 | DecoderImage Segmentation | CodeCode Available | 1 |
| BFANet: Revisiting 3D Semantic Segmentation with Boundary Feature Analysis | Mar 16, 2025 | 3D Semantic SegmentationData Augmentation | CodeCode Available | 1 |
| ISIM: Iterative Self-Improved Model for Weakly Supervised Segmentation | Nov 22, 2022 | DecoderSegmentation | CodeCode Available | 1 |
| BHSD: A 3D Multi-Class Brain Hemorrhage Segmentation Dataset | Aug 22, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Dynamic Convolution for 3D Point Cloud Instance Segmentation | Jul 18, 2021 | Instance SegmentationSemantic Segmentation | CodeCode Available | 1 |
| ISSAFE: Improving Semantic Segmentation in Accidents by Fusing Event-based Data | Aug 20, 2020 | Autonomous VehiclesBenchmarking | CodeCode Available | 1 |
| Bi-Classifier Determinacy Maximization for Unsupervised Domain Adaptation | Dec 13, 2020 | Domain AdaptationSemantic Segmentation | CodeCode Available | 1 |
| Bi-Directional Attention for Joint Instance and Semantic Segmentation in Point Clouds | Mar 11, 2020 | Instance SegmentationMulti-Task Learning | CodeCode Available | 1 |
| ITACLIP: Boosting Training-Free Semantic Segmentation with Image, Text, and Architectural Enhancements | Nov 18, 2024 | Open Vocabulary Semantic SegmentationOpen-Vocabulary Semantic Segmentation | CodeCode Available | 1 |
| Bi-Directional ConvLSTM U-Net with Densley Connected Convolutions | Aug 31, 2019 | Image SegmentationLesion Segmentation | CodeCode Available | 1 |
| Extending CAM-based XAI methods for Remote Sensing Imagery Segmentation | Oct 3, 2023 | Decision MakingExplainable artificial intelligence | CodeCode Available | 1 |
| Deformation-Recovery Diffusion Model (DRDM): Instance Deformation for Image Manipulation and Synthesis | Jul 10, 2024 | Data AugmentationFew-Shot Learning | CodeCode Available | 1 |
| DeformUX-Net: Exploring a 3D Foundation Backbone for Medical Image Segmentation with Depthwise Deformable Convolution | Sep 30, 2023 | Computational EfficiencyImage Segmentation | CodeCode Available | 1 |
| CDNet: Centripetal Direction Network for Nuclear Instance Segmentation | Jan 1, 2021 | Instance SegmentationSegmentation | CodeCode Available | 1 |
| Jaccard Metric Losses: Optimizing the Jaccard Index with Soft Labels | Feb 11, 2023 | Knowledge DistillationSemantic Segmentation | CodeCode Available | 1 |
| Deformable Kernel Networks for Joint Image Filtering | Oct 17, 2019 | Depth Map Super-ResolutionImage Restoration | CodeCode Available | 1 |
| Bidirectional Learning for Domain Adaptation of Semantic Segmentation | Apr 24, 2019 | Domain AdaptationImage Segmentation | CodeCode Available | 1 |
| Accelerating Volumetric Medical Image Annotation via Short-Long Memory SAM 2 | May 3, 2025 | Computed Tomography (CT)Semantic Segmentation | CodeCode Available | 1 |
