| Cardiac Segmentation with Strong Anatomical Guarantees | Jun 15, 2020 | Cardiac SegmentationImage Segmentation | CodeCode Available | 1 | 5 |
| A hierarchical semantic segmentation framework for computer vision-based bridge damage detection | Jul 18, 2022 | Image SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| Capturing Omni-Range Context for Omnidirectional Segmentation | Mar 9, 2021 | Autonomous DrivingImage Segmentation | CodeCode Available | 1 | 5 |
| CGA-Net: Category Guided Aggregation for Point Cloud Semantic Segmentation | Jun 19, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| 3D Mitochondria Instance Segmentation with Spatio-Temporal Transformers | Mar 21, 2023 | DecoderInstance Segmentation | CodeCode Available | 1 | 5 |
| Contextual Transformer Networks for Visual Recognition | Jul 26, 2021 | Image ClassificationInstance Segmentation | CodeCode Available | 1 | 5 |
| Discovering Object Masks with Transformers for Unsupervised Semantic Segmentation | Jun 13, 2022 | ObjectSegmentation | CodeCode Available | 1 | 5 |
| Distilling Knowledge via Knowledge Review | Apr 19, 2021 | Instance SegmentationKnowledge Distillation | CodeCode Available | 1 | 5 |
| Domain Composition and Attention for Unseen-Domain Generalizable Medical Image Segmentation | Sep 18, 2021 | Domain GeneralizationImage Segmentation | CodeCode Available | 1 | 5 |
| End-to-End Egospheric Spatial Memory | Feb 15, 2021 | General Reinforcement LearningImitation Learning | CodeCode Available | 1 | 5 |
| Agronav: Autonomous Navigation Framework for Agricultural Robots and Vehicles using Semantic Segmentation and Semantic Line Detection | Apr 10, 2023 | Autonomous NavigationLine Detection | CodeCode Available | 1 | 5 |
| CA-Net: Comprehensive Attention Convolutional Neural Networks for Explainable Medical Image Segmentation | Sep 22, 2020 | Image SegmentationLesion Segmentation | CodeCode Available | 1 | 5 |
| Diffusion Model is Secretly a Training-free Open Vocabulary Semantic Segmenter | Sep 6, 2023 | Contrastive LearningDenoising | CodeCode Available | 1 | 5 |
| Agriculture-Vision: A Large Aerial Image Database for Agricultural Pattern Analysis | Jan 5, 2020 | SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| 3D-MiniNet: Learning a 2D Representation from Point Clouds for Fast and Efficient 3D LIDAR Semantic Segmentation | Feb 25, 2020 | 2D Semantic Segmentation3D Semantic Segmentation | CodeCode Available | 1 | 5 |
| CamSAM2: Segment Anything Accurately in Camouflaged Videos | Mar 25, 2025 | Camouflaged Object SegmentationObject | CodeCode Available | 1 | 5 |
| CamoDiffusion: Camouflaged Object Detection via Conditional Diffusion Models | May 29, 2023 | DenoisingObject | CodeCode Available | 1 | 5 |
| Camouflaged Object Segmentation with Distraction Mining | Apr 21, 2021 | Camouflaged Object SegmentationDichotomous Image Segmentation | 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 |
| A Good Foundation is Worth Many Labels: Label-Efficient Panoptic Segmentation | May 29, 2024 | Autonomous DrivingBoundary Detection | CodeCode Available | 1 | 5 |
| Cal-SFDA: Source-Free Domain-adaptive Semantic Segmentation with Differentiable Expected Calibration Error | Aug 6, 2023 | Domain AdaptationModel Selection | CodeCode Available | 1 | 5 |
| Campus3D: A Photogrammetry Point Cloud Benchmark for Hierarchical Understanding of Outdoor Scene | Aug 11, 2020 | Instance SegmentationPoint Cloud Segmentation | CodeCode Available | 1 | 5 |
| Diffusion Model as Representation Learner | Aug 21, 2023 | Denoisingimage-classification | CodeCode Available | 1 | 5 |
| Diffusion Models for Implicit Image Segmentation Ensembles | Dec 6, 2021 | Brain Tumor SegmentationImage Segmentation | CodeCode Available | 1 | 5 |
| DiffuseExpand: Expanding dataset for 2D medical image segmentation using diffusion models | Apr 26, 2023 | DiversityImage Generation | CodeCode Available | 1 | 5 |
| Calibrated Adversarial Refinement for Stochastic Semantic Segmentation | Jun 23, 2020 | Semantic Segmentationvalid | CodeCode Available | 1 | 5 |
| 3D Medical Image Segmentation with Sparse Annotation via Cross-Teaching between 3D and 2D Networks | Jul 30, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| DifFSS: Diffusion Model for Few-Shot Semantic Segmentation | Jul 3, 2023 | Few-Shot Semantic SegmentationImage Generation | CodeCode Available | 1 | 5 |
| Diffusion-based Data Augmentation for Nuclei Image Segmentation | Oct 22, 2023 | Data AugmentationImage Generation | CodeCode Available | 1 | 5 |
| AggMask: Exploring locally aggregated learning of mask representations for instance segmentation | Jan 1, 2021 | Instance SegmentationSegmentation | CodeCode Available | 1 | 5 |
| CAD: Memory Efficient Convolutional Adapter for Segment Anything | Sep 24, 2024 | DecoderGPU | CodeCode Available | 1 | 5 |
| Differential Treatment for Stuff and Things: A Simple Unsupervised Domain Adaptation Method for Semantic Segmentation | Mar 18, 2020 | Domain AdaptationSemantic Segmentation | CodeCode Available | 1 | 5 |
| Cached Transformers: Improving Transformers with Differentiable Memory Cache | Dec 20, 2023 | image-classificationImage Classification | CodeCode Available | 1 | 5 |
| Agent Skill Acquisition for Large Language Models via CycleQD | Oct 16, 2024 | Image SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| CalibNet: Dual-branch Cross-modal Calibration for RGB-D Salient Instance Segmentation | Jul 16, 2023 | Instance SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| Diffusion Features to Bridge Domain Gap for Semantic Segmentation | Jun 2, 2024 | Domain GeneralizationImage Generation | CodeCode Available | 1 | 5 |
| DIDFuse: Deep Image Decomposition for Infrared and Visible Image Fusion | Mar 20, 2020 | DecoderInfrared And Visible Image Fusion | 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 |
| Vector Quantized Bayesian Neural Network Inference for Data Streams | Jul 12, 2019 | Semantic Segmentation | CodeCode Available | 1 | 5 |
| DIAL: Deep Interactive and Active Learning for Semantic Segmentation in Remote Sensing | Jan 4, 2022 | Active LearningSemantic Segmentation | CodeCode Available | 1 | 5 |
| BURST: A Benchmark for Unifying Object Recognition, Segmentation and Tracking in Video | Sep 25, 2022 | Long-tail Video Object SegmentationMulti-Object Tracking | CodeCode Available | 1 | 5 |
| DIAS: A Dataset and Benchmark for Intracranial Artery Segmentation in DSA sequences | Jun 21, 2023 | Dimensionality ReductionImage Segmentation | CodeCode Available | 1 | 5 |
| MAPSeg: Unified Unsupervised Domain Adaptation for Heterogeneous Medical Image Segmentation Based on 3D Masked Autoencoding and Pseudo-Labeling | Mar 16, 2023 | Domain AdaptationDomain Generalization | CodeCode Available | 1 | 5 |
| A Generalized Framework for Video Instance Segmentation | Nov 16, 2022 | Instance SegmentationSemantic Segmentation | 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 |
| Differentiable Multi-Granularity Human Representation Learning for Instance-Aware Human Semantic Parsing | Mar 8, 2021 | Human ParsingMulti-Person Pose Estimation | CodeCode Available | 1 | 5 |
| Building a Strong Pre-Training Baseline for Universal 3D Large-Scale Perception | May 12, 2024 | object-detectionObject Detection | CodeCode Available | 1 | 5 |
| A Generalized Deep Learning Framework for Whole-Slide Image Segmentation and Analysis | Jan 1, 2020 | Image SegmentationLesion Detection | CodeCode Available | 1 | 5 |
| DG-TTA: Out-of-domain Medical Image Segmentation through Augmentation and Descriptor-driven Domain Generalization and Test-Time Adaptation | Dec 11, 2023 | Domain AdaptationDomain Generalization | CodeCode Available | 1 | 5 |
| Building Extraction from Remote Sensing Images via an Uncertainty-Aware Network | Jul 23, 2023 | DecoderExtracting Buildings In Remote Sensing Images | CodeCode Available | 1 | 5 |
