| Fully Convolutional Open Set Segmentation | Jun 25, 2020 | Open Set LearningSegmentation | CodeCode Available | 1 | 5 |
| Dynamic Neural Representational Decoders for High-Resolution Semantic Segmentation | Jul 30, 2021 | DecoderSegmentation | CodeCode Available | 1 | 5 |
| FusionPainting: Multimodal Fusion with Adaptive Attention for 3D Object Detection | Jun 23, 2021 | 3D Object DetectionAutonomous Driving | CodeCode Available | 1 | 5 |
| CAT-Net: A Cross-Slice Attention Transformer Model for Prostate Zonal Segmentation in MRI | Mar 29, 2022 | Segmentation | CodeCode Available | 1 | 5 |
| Fully Convolutional Networks for Panoptic Segmentation | Dec 1, 2020 | Panoptic SegmentationSegmentation | CodeCode Available | 1 | 5 |
| CausalCLIPSeg: Unlocking CLIP's Potential in Referring Medical Image Segmentation with Causal Intervention | Mar 20, 2025 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| E2ENet: Dynamic Sparse Feature Fusion for Accurate and Efficient 3D Medical Image Segmentation | Dec 7, 2023 | Brain Tumor SegmentationImage Segmentation | CodeCode Available | 1 | 5 |
| E1D3 U-Net for Brain Tumor Segmentation: Submission to the RSNA-ASNR-MICCAI BraTS 2021 Challenge | Oct 6, 2021 | Brain Tumor SegmentationDecoder | CodeCode Available | 1 | 5 |
| 3D Spatial Recognition without Spatially Labeled 3D | May 13, 2021 | 3D Object DetectionMultiple Instance Learning | CodeCode Available | 1 | 5 |
| CAT: Coordinating Anatomical-Textual Prompts for Multi-Organ and Tumor Segmentation | Jun 11, 2024 | SegmentationTumor Segmentation | CodeCode Available | 1 | 5 |
| Zero-Shot Semantic Segmentation | Jun 3, 2019 | General ClassificationSegmentation | CodeCode Available | 1 | 5 |
| AutoML Segmentation for 3D Medical Image Data: Contribution to the MSD Challenge 2018 | May 20, 2020 | 3D Semantic SegmentationAutoML | CodeCode Available | 1 | 5 |
| Activity Grammars for Temporal Action Segmentation | Dec 7, 2023 | Action SegmentationSegmentation | CodeCode Available | 1 | 5 |
| ECLAIR: A High-Fidelity Aerial LiDAR Dataset for Semantic Segmentation | Apr 16, 2024 | 3D Semantic SegmentationManagement | CodeCode Available | 1 | 5 |
| Fully Convolutional Networks for Panoptic Segmentation with Point-based Supervision | Aug 17, 2021 | Panoptic SegmentationSegmentation | CodeCode Available | 1 | 5 |
| Auto-Panoptic: Cooperative Multi-Component Architecture Search for Panoptic Segmentation | Oct 30, 2020 | Instance SegmentationPanoptic Segmentation | CodeCode Available | 1 | 5 |
| A One Stop 3D Target Reconstruction and multilevel Segmentation Method | Aug 14, 2023 | 3D Object Reconstruction3D Reconstruction | CodeCode Available | 1 | 5 |
| EditGAN: High-Precision Semantic Image Editing | Nov 4, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| CasFusionNet: A Cascaded Network for Point Cloud Semantic Scene Completion by Dense Feature Fusion | Nov 24, 2022 | SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| AutoPET Challenge 2023: Sliding Window-based Optimization of U-Net | Sep 21, 2023 | Computed Tomography (CT)Segmentation | CodeCode Available | 1 | 5 |
| Fully-automated deep learning slice-based muscle estimation from CT images for sarcopenia assessment | Jun 10, 2020 | Segmentation | CodeCode Available | 1 | 5 |
| Mining Contextual Information Beyond Image for Semantic Segmentation | Aug 26, 2021 | Image SegmentationSegmentation | CodeCode Available | 1 | 5 |
| EdgeFlow: Achieving Practical Interactive Segmentation with Edge-Guided Flow | Sep 20, 2021 | Image SegmentationInteractive Segmentation | CodeCode Available | 1 | 5 |
| Edge-competing Pathological Liver Vessel Segmentation with Limited Labels | Aug 1, 2021 | Segmentationwhole slide images | CodeCode Available | 1 | 5 |
| 2D Floor Plan Segmentation Based on Down-sampling | Mar 24, 2023 | Segmentation | CodeCode Available | 1 | 5 |
| Effect of Prior-based Losses on Segmentation Performance: A Benchmark | Jan 7, 2022 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| Causality-inspired Single-source Domain Generalization for Medical Image Segmentation | Nov 24, 2021 | Data AugmentationDomain Generalization | CodeCode Available | 1 | 5 |
| MISeval: a Metric Library for Medical Image Segmentation Evaluation | Jan 23, 2022 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| Autoregressive Unsupervised Image Segmentation | Jul 16, 2020 | ClusteringImage Segmentation | CodeCode Available | 1 | 5 |
| Actor and Action Video Segmentation from a Sentence | Mar 20, 2018 | Action SegmentationDecoder | CodeCode Available | 1 | 5 |
| MisMatch: Calibrated Segmentation via Consistency on Differential Morphological Feature Perturbations with Limited Labels | Oct 23, 2021 | Decoderimage-classification | CodeCode Available | 1 | 5 |
| AutoVisual Fusion Suite: A Comprehensive Evaluation of Image Segmentation and Voice Conversion Tools on HuggingFace Platform | Dec 17, 2023 | Image SegmentationSegmentation | CodeCode Available | 1 | 5 |
| Medical Image Segmentation via Unsupervised Convolutional Neural Network | Jan 28, 2020 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| AuxAdapt: Stable and Efficient Test-Time Adaptation for Temporally Consistent Video Semantic Segmentation | Oct 24, 2021 | Optical Flow EstimationSegmentation | CodeCode Available | 1 | 5 |
| A Multi-Task Deep Learning Framework for Building Footprint Segmentation | Apr 19, 2021 | Boundary DetectionDeep Learning | CodeCode Available | 1 | 5 |
| Efficient Betti Matching Enables Topology-Aware 3D Segmentation via Persistent Homology | Jul 5, 2024 | SegmentationTopological Data Analysis | CodeCode Available | 1 | 5 |
| A Multi-task Framework for Infrared Small Target Detection and Segmentation | Jun 14, 2022 | Multi-Task Learningobject-detection | CodeCode Available | 1 | 5 |
| Mitigating Background Shift in Class-Incremental Semantic Segmentation | Jul 16, 2024 | Class Incremental LearningClass-Incremental Semantic Segmentation | CodeCode Available | 1 | 5 |
| A Curriculum Domain Adaptation Approach to the Semantic Segmentation of Urban Scenes | Dec 24, 2018 | Autonomous DrivingDomain Adaptation | CodeCode Available | 1 | 5 |
| Efficient Connectivity-Preserving Instance Segmentation with Supervoxel-Based Loss Function | Jan 2, 2025 | Instance SegmentationSegmentation | CodeCode Available | 1 | 5 |
| A Robust Volumetric Transformer for Accurate 3D Tumor Segmentation | Nov 26, 2021 | Brain Tumor SegmentationDecoder | CodeCode Available | 1 | 5 |
| Efficient Mask Correction for Click-Based Interactive Image Segmentation | Jan 1, 2023 | Image SegmentationSegmentation | CodeCode Available | 1 | 5 |
| CDDSA: Contrastive Domain Disentanglement and Style Augmentation for Generalizable Medical Image Segmentation | Nov 22, 2022 | DisentanglementDomain Generalization | CodeCode Available | 1 | 5 |
| Efficient Medical Image Segmentation Based on Knowledge Distillation | Aug 23, 2021 | Image SegmentationKnowledge Distillation | CodeCode Available | 1 | 5 |
| Fully automatic computer-aided mass detection and segmentation via pseudo-color mammograms and Mask R-CNN | Jun 28, 2019 | Image GenerationSegmentation | CodeCode Available | 1 | 5 |
| Efficient Urban-scale Point Clouds Segmentation with BEV Projection | Sep 19, 2021 | 3D Semantic SegmentationSegmentation | CodeCode Available | 1 | 5 |
| Efficient Multimodal Semantic Segmentation via Dual-Prompt Learning | Dec 1, 2023 | Decoderobject-detection | CodeCode Available | 1 | 5 |
| Weakly-Supervised Surface Crack Segmentation by Generating Pseudo-Labels using Localization with a Classifier and Thresholding | Sep 1, 2021 | Crack SegmentationSegmentation | CodeCode Available | 1 | 5 |
| Adapt Before Comparison: A New Perspective on Cross-Domain Few-Shot Segmentation | Feb 27, 2024 | Cross-Domain Few-ShotSegmentation | CodeCode Available | 1 | 5 |
| Fully Convolutional Networks for Semantic Segmentation | Nov 14, 2014 | Crack SegmentationMultispectral Object Detection | CodeCode Available | 1 | 5 |
