| HFT: Lifting Perspective Representations via Hybrid Feature Transformation | Apr 11, 2022 | Autonomous DrivingDecision Making | CodeCode Available | 1 | 5 |
| Anti-aliasing Semantic Reconstruction for Few-Shot Semantic Segmentation | Jun 1, 2021 | Few-Shot LearningFew-Shot Semantic Segmentation | CodeCode Available | 1 | 5 |
| FedMix: Mixed Supervised Federated Learning for Medical Image Segmentation | May 4, 2022 | Federated LearningImage Segmentation | CodeCode Available | 1 | 5 |
| Object Segmentation Without Labels with Large-Scale Generative Models | Jun 8, 2020 | image-classificationImage Classification | CodeCode Available | 1 | 5 |
| Adaptive-Mask Fusion Network for Segmentation of Drivable Road and Negative Obstacle With Untrustworthy Features | Apr 27, 2023 | Autonomous VehiclesSegmentation | CodeCode Available | 1 | 5 |
| Peritumoral Expansion Radiomics for Improved Lung Cancer Classification | Nov 24, 2024 | 3D ClassificationCancer Classification | CodeCode Available | 1 | 5 |
| Permutation-Aware Action Segmentation via Unsupervised Frame-to-Segment Alignment | May 31, 2023 | Action SegmentationDecoder | CodeCode Available | 1 | 5 |
| Anti-Adversarially Manipulated Attributions for Weakly and Semi-Supervised Semantic Segmentation | Mar 16, 2021 | Adversarial AttackObject | CodeCode Available | 1 | 5 |
| Bi-level Learning of Task-Specific Decoders for Joint Registration and One-Shot Medical Image Segmentation | Jan 1, 2024 | Data AugmentationImage Segmentation | CodeCode Available | 1 | 5 |
| A Simple Baseline for Open-Vocabulary Semantic Segmentation with Pre-trained Vision-language Model | Dec 29, 2021 | image-classificationImage Classification | CodeCode Available | 1 | 5 |
| Few-Shot Microscopy Image Cell Segmentation | Jun 29, 2020 | Cell SegmentationFew-Shot Learning | CodeCode Available | 1 | 5 |
| Bi-Mix: Bidirectional Mixing for Domain Adaptive Nighttime Semantic Segmentation | Nov 19, 2021 | Autonomous DrivingImage Relighting | CodeCode Available | 1 | 5 |
| Few Shot Medical Image Segmentation with Cross Attention Transformer | Mar 24, 2023 | Few-Shot LearningImage Segmentation | CodeCode Available | 1 | 5 |
| HemSeg-200: A Voxel-Annotated Dataset for Intracerebral Hemorrhages Segmentation in Brain CT Scans | May 23, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| Few-Shot Domain Adaptation with Polymorphic Transformers | Jul 10, 2021 | Domain AdaptationSegmentation | CodeCode Available | 1 | 5 |
| Few-Shot Medical Image Segmentation via a Region-enhanced Prototypical Transformer | Sep 9, 2023 | DiversityFew-Shot Learning | CodeCode Available | 1 | 5 |
| Adaptive Multi-scale Online Likelihood Network for AI-assisted Interactive Segmentation | Mar 23, 2023 | Interactive SegmentationSegmentation | CodeCode Available | 1 | 5 |
| Few-Shot Panoptic Segmentation With Foundation Models | Sep 19, 2023 | Panoptic SegmentationRepresentation Learning | CodeCode Available | 1 | 5 |
| Few Shot Part Segmentation Reveals Compositional Logic for Industrial Anomaly Detection | Dec 21, 2023 | Anomaly DetectionSegmentation | CodeCode Available | 1 | 5 |
| Physical Accuracy of Deep Neural Networks for 2D and 3D Multi-Mineral Segmentation of Rock micro-CT Images | Feb 13, 2020 | SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| HGFormer: Hierarchical Grouping Transformer for Domain Generalized Semantic Segmentation | May 22, 2023 | Domain GeneralizationSegmentation | CodeCode Available | 1 | 5 |
| PiClick: Picking the desired mask from multiple candidates in click-based interactive segmentation | Apr 23, 2023 | Interactive SegmentationSegmentation | CodeCode Available | 1 | 5 |
| CHAOS Challenge -- Combined (CT-MR) Healthy Abdominal Organ Segmentation | Jan 17, 2020 | Organ SegmentationSegmentation | CodeCode Available | 1 | 5 |
| PIT: Position-Invariant Transform for Cross-FoV Domain Adaptation | Aug 16, 2021 | Domain Adaptationobject-detection | CodeCode Available | 1 | 5 |
| Chapter Captor: Text Segmentation in Novels | Nov 9, 2020 | SegmentationText 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 |
| Head-Free Lightweight Semantic Segmentation with Linear Transformer | Jan 11, 2023 | DecoderSegmentation | 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 |
| Channel prior convolutional attention for medical image segmentation | Jun 8, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| Channel-wise Knowledge Distillation for Dense Prediction | Nov 26, 2020 | Knowledge DistillationPrediction | CodeCode Available | 1 | 5 |
| Finding an Unsupervised Image Segmenter in Each of Your Deep Generative Models | May 17, 2021 | Image SegmentationSegmentation | 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 |
| Hematoxylin and eosin stained oral squamous cell carcinoma histological images dataset | Jan 13, 2023 | Decision MakingDiagnostic | CodeCode Available | 1 | 5 |
| HistoSeg : Quick attention with multi-loss function for multi-structure segmentation in digital histology images | Sep 1, 2022 | Boundary DetectionDecoder | CodeCode Available | 1 | 5 |
| Flattening the Parent Bias: Hierarchical Semantic Segmentation in the Poincaré Ball | Apr 4, 2024 | Image SegmentationSegmentation | CodeCode Available | 1 | 5 |
| Human Activity Segmentation Challenge @ ECML/PKDD’23 | Sep 18, 2023 | Activity RecognitionChange Point Detection | CodeCode Available | 1 | 5 |
| Incremental Learning in Semantic Segmentation from Image Labels | Dec 3, 2021 | Incremental LearningSegmentation | CodeCode Available | 1 | 5 |
| PLN: Parasitic-Like Network for Barely Supervised Medical Image Segmentation | Sep 30, 2022 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| FinnWoodlands Dataset | Apr 3, 2023 | Autonomous DrivingDepth Completion | CodeCode Available | 1 | 5 |
| Emergent Open-Vocabulary Semantic Segmentation from Off-the-shelf Vision-Language Models | Nov 28, 2023 | Image CaptioningImage-text matching | CodeCode Available | 1 | 5 |
| Adaptive Prototype Learning and Allocation for Few-Shot Segmentation | Apr 5, 2021 | ClusteringFew-Shot Semantic Segmentation | CodeCode Available | 1 | 5 |
| Flattening the Parent Bias: Hierarchical Semantic Segmentation in the Poincare Ball | Jan 1, 2024 | Image SegmentationSegmentation | CodeCode Available | 1 | 5 |
| Hard Exudate Segmentation Supplemented by Super-Resolution with Multi-scale Attention Fusion Module | Nov 17, 2022 | Boundary DetectionSegmentation | CodeCode Available | 1 | 5 |
| BlendMask: Top-Down Meets Bottom-Up for Instance Segmentation | Jan 2, 2020 | GPUInstance Segmentation | CodeCode Available | 1 | 5 |
| An Embarrassingly Simple Consistency Regularization Method for Semi-Supervised Medical Image Segmentation | Feb 1, 2022 | 3D Medical Imaging SegmentationImage Segmentation | CodeCode Available | 1 | 5 |
| PointCT: Point Central Transformer Network for Weakly-supervised Point Cloud Semantic Segmentation | Dec 24, 2023 | 3D Semantic SegmentationPoint Cloud Segmentation | CodeCode Available | 1 | 5 |
| blob loss: instance imbalance aware loss functions for semantic segmentation | May 17, 2022 | 3D Semantic SegmentationSegmentation | CodeCode Available | 1 | 5 |
| PointFlow: Flowing Semantics Through Points for Aerial Image Segmentation | Mar 11, 2021 | Image SegmentationSegmentation | CodeCode Available | 1 | 5 |
| BlockCopy: High-Resolution Video Processing with Block-Sparse Feature Propagation and Online Policies | Aug 20, 2021 | Instance SegmentationPedestrian Detection | CodeCode Available | 1 | 5 |
| CGA-Net: Category Guided Aggregation for Point Cloud Semantic Segmentation | Jun 19, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
