| Neighborhood Attention Transformer | Apr 14, 2022 | image-classificationImage Classification | CodeCode Available | 2 | 5 |
| Neural 3D Scene Reconstruction with the Manhattan-world Assumption | May 5, 2022 | 2D Semantic Segmentation3D Reconstruction | CodeCode Available | 2 | 5 |
| nnMamba: 3D Biomedical Image Segmentation, Classification and Landmark Detection with State Space Model | Feb 5, 2024 | 3D Medical Imaging SegmentationImage Segmentation | CodeCode Available | 2 | 5 |
| nnSAM: Plug-and-play Segment Anything Model Improves nnUNet Performance | Sep 29, 2023 | Few-Shot LearningHeart Segmentation | CodeCode Available | 2 | 5 |
| Adversarial Supervision Makes Layout-to-Image Diffusion Models Thrive | Jan 16, 2024 | Domain GeneralizationImage Generation | CodeCode Available | 2 | 5 |
| DI-MaskDINO: A Joint Object Detection and Instance Segmentation Model | Oct 22, 2024 | DecoderInstance Segmentation | CodeCode Available | 2 | 5 |
| Segmentation Transformer: Object-Contextual Representations for Semantic Segmentation | Sep 24, 2019 | DecoderObject | CodeCode Available | 2 | 5 |
| An Experimental Study on Exploring Strong Lightweight Vision Transformers via Masked Image Modeling Pre-Training | Apr 18, 2024 | Contrastive LearningCPU | CodeCode Available | 2 | 5 |
| OCNet: Object Context Network for Scene Parsing | Sep 4, 2018 | ObjectRelation | CodeCode Available | 2 | 5 |
| OctFormer: Octree-based Transformers for 3D Point Clouds | May 4, 2023 | 3D Object Detection3D Semantic Segmentation | CodeCode Available | 2 | 5 |
| Adapter is All You Need for Tuning Visual Tasks | Nov 25, 2023 | Allimage-classification | CodeCode Available | 2 | 5 |
| Digital Twin Generation from Visual Data: A Survey | Apr 17, 2025 | Semantic SegmentationSurvey | CodeCode Available | 2 | 5 |
| DINO in the Room: Leveraging 2D Foundation Models for 3D Segmentation | Mar 24, 2025 | 3D Semantic SegmentationLIDAR Semantic Segmentation | CodeCode Available | 2 | 5 |
| DiffRect: Latent Diffusion Label Rectification for Semi-supervised Medical Image Segmentation | Jul 13, 2024 | DenoisingImage Segmentation | CodeCode Available | 2 | 5 |
| Boundary-Aware Segmentation Network for Mobile and Web Applications | Jan 12, 2021 | Camouflaged Object SegmentationDecoder | CodeCode Available | 2 | 5 |
| OpenESS: Event-based Semantic Scene Understanding with Open Vocabularies | May 8, 2024 | Domain AdaptationScene Understanding | CodeCode Available | 2 | 5 |
| OpenScene: 3D Scene Understanding with Open Vocabularies | Nov 28, 2022 | 3D Open-Vocabulary Instance Segmentation3D Semantic Segmentation | CodeCode Available | 2 | 5 |
| Adapting Pre-Trained Vision Models for Novel Instance Detection and Segmentation | May 28, 2024 | Instance SegmentationObject Proposal Generation | CodeCode Available | 2 | 5 |
| Open-Vocabulary Attention Maps with Token Optimization for Semantic Segmentation in Diffusion Models | Mar 21, 2024 | Image GenerationSemantic Segmentation | CodeCode Available | 2 | 5 |
| Open-Vocabulary Camouflaged Object Segmentation | Nov 19, 2023 | Camouflaged Object SegmentationImage Segmentation | CodeCode Available | 2 | 5 |
| DiffBEV: Conditional Diffusion Model for Bird's Eye View Perception | Mar 15, 2023 | 3D Object DetectionAutonomous Driving | CodeCode Available | 2 | 5 |
| Diffuse, Attend, and Segment: Unsupervised Zero-Shot Segmentation using Stable Diffusion | Aug 23, 2023 | SegmentationSemantic Segmentation | CodeCode Available | 2 | 5 |
| Attention Mechanisms in Computer Vision: A Survey | Nov 15, 2021 | image-classificationImage Classification | CodeCode Available | 2 | 5 |
| ORFD: A Dataset and Benchmark for Off-Road Freespace Detection | Jun 20, 2022 | Autonomous DrivingSemantic Segmentation | CodeCode Available | 2 | 5 |
| DiffAtlas: GenAI-fying Atlas Segmentation via Image-Mask Diffusion | Mar 9, 2025 | Image SegmentationMedical Image Segmentation | CodeCode Available | 2 | 5 |
| Diffusion models as plug-and-play priors | Jun 17, 2022 | Combinatorial OptimizationDenoising | CodeCode Available | 2 | 5 |
| Panoptic NeRF: 3D-to-2D Label Transfer for Panoptic Urban Scene Segmentation | Mar 29, 2022 | Instance SegmentationNeRF | CodeCode Available | 2 | 5 |
| Panoptic nuScenes: A Large-Scale Benchmark for LiDAR Panoptic Segmentation and Tracking | Sep 8, 2021 | BenchmarkingDiversity | CodeCode Available | 2 | 5 |
| DytanVO: Joint Refinement of Visual Odometry and Motion Segmentation in Dynamic Environments | Sep 17, 2022 | Motion SegmentationSemantic Segmentation | CodeCode Available | 2 | 5 |
| DetectoRS: Detecting Objects with Recursive Feature Pyramid and Switchable Atrous Convolution | Jun 3, 2020 | Instance SegmentationObject | CodeCode Available | 2 | 5 |
| Per-Pixel Classification is Not All You Need for Semantic Segmentation | Jul 13, 2021 | AllClassification | CodeCode Available | 2 | 5 |
| Densely Connected Parameter-Efficient Tuning for Referring Image Segmentation | Jan 15, 2025 | Image SegmentationReferring Expression Segmentation | CodeCode Available | 2 | 5 |
| Atlas: End-to-End 3D Scene Reconstruction from Posed Images | Mar 23, 2020 | 3D Reconstruction3D Scene Reconstruction | CodeCode Available | 2 | 5 |
| DenseNets Reloaded: Paradigm Shift Beyond ResNets and ViTs | Mar 28, 2024 | Fine-Grained Image ClassificationImage Classification | CodeCode Available | 2 | 5 |
| Delineate Anything: Resolution-Agnostic Field Boundary Delineation on Satellite Imagery | Apr 3, 2025 | Field Boundary DelineationInstance Segmentation | CodeCode Available | 2 | 5 |
| Adaptive Bidirectional Displacement for Semi-Supervised Medical Image Segmentation | May 1, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 2 | 5 |
| Deep Video Prior for Video Consistency and Propagation | Jan 27, 2022 | Optical Flow EstimationSemantic Segmentation | CodeCode Available | 2 | 5 |
| Delivering Arbitrary-Modal Semantic Segmentation | Mar 2, 2023 | SegmentationSemantic Segmentation | CodeCode Available | 2 | 5 |
| 3D UX-Net: A Large Kernel Volumetric ConvNet Modernizing Hierarchical Transformer for Medical Image Segmentation | Sep 29, 2022 | Image SegmentationMedical Image Segmentation | CodeCode Available | 2 | 5 |
| Prompt Pre-Training with Twenty-Thousand Classes for Open-Vocabulary Visual Recognition | Apr 10, 2023 | image-classificationImage Classification | CodeCode Available | 2 | 5 |
| A Tale of Two Features: Stable Diffusion Complements DINO for Zero-Shot Semantic Correspondence | May 24, 2023 | Dense Pixel Correspondence EstimationRepresentation Learning | CodeCode Available | 2 | 5 |
| Advancing Plain Vision Transformer Towards Remote Sensing Foundation Model | Aug 8, 2022 | Aerial Scene ClassificationFew-Shot Learning | CodeCode Available | 2 | 5 |
| Deep Spectral Methods: A Surprisingly Strong Baseline for Unsupervised Semantic Segmentation and Localization | May 16, 2022 | graph partitioningSegmentation | CodeCode Available | 2 | 5 |
| DFormer: Rethinking RGBD Representation Learning for Semantic Segmentation | Sep 18, 2023 | 3D geometryDecoder | CodeCode Available | 2 | 5 |
| Understanding the Tricks of Deep Learning in Medical Image Segmentation: Challenges and Future Directions | Sep 21, 2022 | Data AugmentationDomain Adaptation | CodeCode Available | 2 | 5 |
| Deep Hierarchical Semantic Segmentation | Mar 27, 2022 | Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION | CodeCode Available | 2 | 5 |
| ASAM: Boosting Segment Anything Model with Adversarial Tuning | May 1, 2024 | Image Segmentationmodel | CodeCode Available | 2 | 5 |
| Recent Advances in Medical Imaging Segmentation: A Survey | May 14, 2025 | Domain AdaptationFew-Shot Learning | CodeCode Available | 2 | 5 |
| C2AM: Contrastive Learning of Class-Agnostic Activation Map for Weakly Supervised Object Localization and Semantic Segmentation | Jan 1, 2022 | Contrastive Learningimage-classification | CodeCode Available | 2 | 5 |
| Deep Incubation: Training Large Models by Divide-and-Conquering | Dec 8, 2022 | Image Segmentationobject-detection | CodeCode Available | 2 | 5 |
