| Disentangle then Parse:Night-time Semantic Segmentation with Illumination Disentanglement | Jul 18, 2023 | DisentanglementSegmentation | CodeCode Available | 1 | 5 |
| Leveraging SO(3)-steerable convolutions for pose-robust semantic segmentation in 3D medical data | Mar 1, 2023 | Data AugmentationMedical Image Analysis | CodeCode Available | 1 | 5 |
| Disentangle then Parse: Night-time Semantic Segmentation with Illumination Disentanglement | Jan 1, 2023 | DisentanglementSegmentation | CodeCode Available | 1 | 5 |
| Neighborhood Attention Makes the Encoder of ResUNet Stronger for Accurate Road Extraction | Jun 8, 2023 | SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| Disentangled Representations for Domain-generalized Cardiac Segmentation | Aug 26, 2020 | AnatomyCardiac Segmentation | CodeCode Available | 1 | 5 |
| MoPA: Multi-Modal Prior Aided Domain Adaptation for 3D Semantic Segmentation | Sep 21, 2023 | 3D Semantic SegmentationDomain Adaptation | CodeCode Available | 1 | 5 |
| NaviAirway: a Bronchiole-sensitive Deep Learning-based Airway Segmentation Pipeline | Mar 8, 2022 | Deep LearningImage Segmentation | CodeCode Available | 1 | 5 |
| BoxeR: Box-Attention for 2D and 3D Transformers | Nov 25, 2021 | 3D Object DetectionInstance Segmentation | CodeCode Available | 1 | 5 |
| BiO-Net: Learning Recurrent Bi-directional Connections for Encoder-Decoder Architecture | Jul 1, 2020 | DecoderDenoising | CodeCode Available | 1 | 5 |
| Morphology-inspired Unsupervised Gland Segmentation via Selective Semantic Grouping | Jul 22, 2023 | PrognosisSegmentation | CodeCode Available | 1 | 5 |
| Differentiable Multi-Granularity Human Representation Learning for Instance-Aware Human Semantic Parsing | Mar 8, 2021 | Human ParsingMulti-Person Pose Estimation | CodeCode Available | 1 | 5 |
| 1st Place Solutions for OpenImage2019 -- Object Detection and Instance Segmentation | Mar 17, 2020 | General ClassificationInstance Segmentation | CodeCode Available | 1 | 5 |
| BiPVL-Seg: Bidirectional Progressive Vision-Language Fusion with Global-Local Alignment for Medical Image Segmentation | Mar 30, 2025 | cross-modal alignmentImage Segmentation | CodeCode Available | 1 | 5 |
| Strip Pooling: Rethinking Spatial Pooling for Scene Parsing | Mar 30, 2020 | Scene ParsingSemantic Segmentation | CodeCode Available | 1 | 5 |
| Analyzing Overfitting under Class Imbalance in Neural Networks for Image Segmentation | Feb 20, 2021 | Data AugmentationImage Segmentation | CodeCode Available | 1 | 5 |
| Differentiable Soft-Masked Attention | Jun 1, 2022 | ObjectSegmentation | CodeCode Available | 1 | 5 |
| Bird's-Eye-View Panoptic Segmentation Using Monocular Frontal View Images | Aug 6, 2021 | Depth EstimationPanoptic Segmentation | CodeCode Available | 1 | 5 |
| MotionBEV: Attention-Aware Online LiDAR Moving Object Segmentation with Bird's Eye View based Appearance and Motion Features | May 12, 2023 | Collision AvoidanceComputational Efficiency | CodeCode Available | 1 | 5 |
| NDD20: A large-scale few-shot dolphin dataset for coarse and fine-grained categorisation | May 27, 2020 | Instance SegmentationSegmentation | CodeCode Available | 1 | 5 |
| Neural Bootstrapper | Oct 2, 2020 | Active LearningBIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| nnU-Net Revisited: A Call for Rigorous Validation in 3D Medical Image Segmentation | Apr 15, 2024 | BenchmarkingImage Segmentation | CodeCode Available | 1 | 5 |
| Discriminative Region Suppression for Weakly-Supervised Semantic Segmentation | Mar 12, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| An End-to-end Framework For Low-Resolution Remote Sensing Semantic Segmentation | Mar 17, 2020 | SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| MP-Former: Mask-Piloted Transformer for Image Segmentation | Mar 13, 2023 | DecoderImage Segmentation | CodeCode Available | 1 | 5 |
| BiSeNet: Bilateral Segmentation Network for Real-time Semantic Segmentation | Aug 2, 2018 | Dichotomous Image SegmentationReal-Time Semantic Segmentation | CodeCode Available | 1 | 5 |
| MVSS-Net: Multi-View Multi-Scale Supervised Networks for Image Manipulation Detection | Dec 16, 2021 | Image ManipulationImage Manipulation Detection | CodeCode Available | 1 | 5 |
| MUSES: The Multi-Sensor Semantic Perception Dataset for Driving under Uncertainty | Jan 23, 2024 | Autonomous VehiclesObject Detection | CodeCode Available | 1 | 5 |
| Learning Spatio-Appearance Memory Network for High-Performance Visual Tracking | Sep 21, 2020 | Object TrackingSegmentation | CodeCode Available | 1 | 5 |
| AdaptiveClick: Clicks-aware Transformer with Adaptive Focal Loss for Interactive Image Segmentation | May 7, 2023 | DecoderImage Segmentation | CodeCode Available | 1 | 5 |
| MRGen: Diffusion-based Controllable Data Engine for MRI Segmentation towards Unannotated Modalities | Dec 4, 2024 | Image GenerationImage Segmentation | CodeCode Available | 1 | 5 |
| MUXConv: Information Multiplexing in Convolutional Neural Networks | Mar 31, 2020 | Computational EfficiencyImage Classification | CodeCode Available | 1 | 5 |
| NamedMask: Distilling Segmenters from Complementary Foundation Models | Sep 22, 2022 | Data AugmentationObject | CodeCode Available | 1 | 5 |
| Human Vision Based 3D Point Cloud Semantic Segmentation of Large-Scale Outdoor Scene | Jan 30, 2023 | 3D Semantic SegmentationPhilosophy | CodeCode Available | 1 | 5 |
| An End-to-End Computer Vision Methodology for Quantitative Metallography | Apr 22, 2021 | Anomaly DetectionImage Inpainting | CodeCode Available | 1 | 5 |
| Diffusion-based Data Augmentation for Nuclei Image Segmentation | Oct 22, 2023 | Data AugmentationImage Generation | CodeCode Available | 1 | 5 |
| BiX-NAS: Searching Efficient Bi-directional Architecture for Medical Image Segmentation | Jun 26, 2021 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| MSLAU-Net: A Hybird CNN-Transformer Network for Medical Image Segmentation | May 24, 2025 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| Bounding Box Tightness Prior for Weakly Supervised Image Segmentation | Oct 3, 2021 | Image SegmentationMultiple Instance Learning | CodeCode Available | 1 | 5 |
| AnatoMask: Enhancing Medical Image Segmentation with Reconstruction-guided Self-masking | Jul 9, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| Diffusion Features to Bridge Domain Gap for Semantic Segmentation | Jun 2, 2024 | Domain GeneralizationImage Generation | CodeCode Available | 1 | 5 |
| Diffusion for Out-of-Distribution Detection on Road Scenes and Beyond | Jul 22, 2024 | Anomaly DetectionAnomaly Segmentation | CodeCode Available | 1 | 5 |
| Diffusion Model as Representation Learner | Aug 21, 2023 | Denoisingimage-classification | CodeCode Available | 1 | 5 |
| Discovering Object Masks with Transformers for Unsupervised Semantic Segmentation | Jun 13, 2022 | ObjectSegmentation | CodeCode Available | 1 | 5 |
| Multi-view Inverse Rendering for Large-scale Real-world Indoor Scenes | Nov 18, 2022 | Inverse RenderingMixed Reality | CodeCode Available | 1 | 5 |
| Discrepancy Matters: Learning from Inconsistent Decoder Features for Consistent Semi-supervised Medical Image Segmentation | Sep 26, 2023 | DecoderImage Segmentation | CodeCode Available | 1 | 5 |
| Diffusion Models for Implicit Image Segmentation Ensembles | Dec 6, 2021 | Brain Tumor SegmentationImage Segmentation | CodeCode Available | 1 | 5 |
| Multi-View Radar Semantic Segmentation | Mar 30, 2021 | Autonomous Drivingobject-detection | CodeCode Available | 1 | 5 |
| BlendMask: Top-Down Meets Bottom-Up for Instance Segmentation | Jan 2, 2020 | GPUInstance Segmentation | CodeCode Available | 1 | 5 |
| DiGA: Distil to Generalize and then Adapt for Domain Adaptive Semantic Segmentation | Apr 5, 2023 | Data AugmentationKnowledge Distillation | CodeCode Available | 1 | 5 |
| Multi-view Self-Constructing Graph Convolutional Networks with Adaptive Class Weighting Loss for Semantic Segmentation | Apr 21, 2020 | Knowledge GraphsSemantic Segmentation | CodeCode Available | 1 | 5 |
