| Augmented Object Intelligence with XR-Objects | Apr 20, 2024 | ObjectSemantic Segmentation | CodeCode Available | 2 |
| Learnable Prompting SAM-induced Knowledge Distillation for Semi-supervised Medical Image Segmentation | Dec 18, 2024 | Image SegmentationKnowledge Distillation | CodeCode Available | 2 |
| A Unified Transformer Framework for Group-based Segmentation: Co-Segmentation, Co-Saliency Detection and Video Salient Object Detection | Mar 9, 2022 | Co-Salient Object Detectionobject-detection | CodeCode Available | 2 |
| Learning Multi-View Aggregation In the Wild for Large-Scale 3D Semantic Segmentation | Apr 15, 2022 | 3D Semantic SegmentationColorization | CodeCode Available | 2 |
| Learning Semantic Segmentation of Large-Scale Point Clouds with Random Sampling | Jul 6, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 2 |
| A Unified Image-Dense Annotation Generation Model for Underwater Scenes | Mar 27, 2025 | Depth EstimationPrediction | CodeCode Available | 2 |
| Learn to Rectify the Bias of CLIP for Unsupervised Semantic Segmentation | Jan 1, 2024 | SegmentationSemantic Segmentation | CodeCode Available | 2 |
| LHU-Net: A Light Hybrid U-Net for Cost-Efficient, High-Performance Volumetric Medical Image Segmentation | Apr 7, 2024 | Computational EfficiencyImage Segmentation | CodeCode Available | 2 |
| Domain Adaptive and Generalizable Network Architectures and Training Strategies for Semantic Image Segmentation | Apr 26, 2023 | Domain AdaptationDomain Generalization | CodeCode Available | 2 |
| Diffusion models as plug-and-play priors | Jun 17, 2022 | Combinatorial OptimizationDenoising | CodeCode Available | 2 |
| DaCapo: a modular deep learning framework for scalable 3D image segmentation | Aug 5, 2024 | Image SegmentationManagement | CodeCode Available | 2 |
| Locality Alignment Improves Vision-Language Models | Oct 14, 2024 | Semantic SegmentationSpatial Reasoning | CodeCode Available | 2 |
| Diffuse, Attend, and Segment: Unsupervised Zero-Shot Segmentation using Stable Diffusion | Aug 23, 2023 | SegmentationSemantic Segmentation | CodeCode Available | 2 |
| LuSNAR:A Lunar Segmentation, Navigation and Reconstruction Dataset based on Muti-sensor for Autonomous Exploration | Jul 9, 2024 | 3D ReconstructionAutonomous Navigation | CodeCode Available | 2 |
| DiffBEV: Conditional Diffusion Model for Bird's Eye View Perception | Mar 15, 2023 | 3D Object DetectionAutonomous Driving | CodeCode Available | 2 |
| DiffRect: Latent Diffusion Label Rectification for Semi-supervised Medical Image Segmentation | Jul 13, 2024 | DenoisingImage Segmentation | CodeCode Available | 2 |
| Digital Twin Generation from Visual Data: A Survey | Apr 17, 2025 | Semantic SegmentationSurvey | CodeCode Available | 2 |
| DFormer: Rethinking RGBD Representation Learning for Semantic Segmentation | Sep 18, 2023 | 3D geometryDecoder | CodeCode Available | 2 |
| Mask2Former for Video Instance Segmentation | Dec 20, 2021 | Image SegmentationInstance Segmentation | CodeCode Available | 2 |
| Mask3D: Mask Transformer for 3D Semantic Instance Segmentation | Oct 6, 2022 | 3D Instance Segmentation3D Semantic Instance Segmentation | CodeCode Available | 2 |
| DetectoRS: Detecting Objects with Recursive Feature Pyramid and Switchable Atrous Convolution | Jun 3, 2020 | Instance SegmentationObject | CodeCode Available | 2 |
| Masked-attention Mask Transformer for Universal Image Segmentation | Dec 2, 2021 | 2D Semantic SegmentationImage Segmentation | CodeCode Available | 2 |
| Ambiguous Medical Image Segmentation using Diffusion Models | Apr 10, 2023 | DiagnosticDiversity | CodeCode Available | 2 |
| DiffAtlas: GenAI-fying Atlas Segmentation via Image-Mask Diffusion | Mar 9, 2025 | Image SegmentationMedical Image Segmentation | CodeCode Available | 2 |
| MCANet: Medical Image Segmentation with Multi-Scale Cross-Axis Attention | Dec 14, 2023 | Image SegmentationLesion Segmentation | CodeCode Available | 2 |
| MCIBI++: Soft Mining Contextual Information Beyond Image for Semantic Segmentation | Sep 9, 2022 | SegmentationSemantic Segmentation | CodeCode Available | 2 |
| Dilated Neighborhood Attention Transformer | Sep 29, 2022 | Image ClassificationInstance Segmentation | CodeCode Available | 2 |
| Medical Image Segmentation with Domain Adaptation: A Survey | Nov 3, 2023 | Domain AdaptationImage Segmentation | CodeCode Available | 2 |
| 3DSAM-adapter: Holistic adaptation of SAM from 2D to 3D for promptable tumor segmentation | Jun 23, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 2 |
| Medical Vision Generalist: Unifying Medical Imaging Tasks in Context | Jun 8, 2024 | Conditional Image GenerationDenoising | CodeCode Available | 2 |
| DreamColour: Controllable Video Colour Editing without Training | Dec 6, 2024 | Instance SegmentationSemantic Segmentation | CodeCode Available | 2 |
| MedTsLLM: Leveraging LLMs for Multimodal Medical Time Series Analysis | Aug 14, 2024 | Anomaly DetectionBoundary Detection | CodeCode Available | 2 |
| Alleviating Textual Reliance in Medical Language-guided Segmentation via Prototype-driven Semantic Approximation | Jul 15, 2025 | Image SegmentationSegmentation | CodeCode Available | 2 |
| Merging Context Clustering with Visual State Space Models for Medical Image Segmentation | Jan 3, 2025 | ClusteringImage Segmentation | CodeCode Available | 2 |
| BEFUnet: A Hybrid CNN-Transformer Architecture for Precise Medical Image Segmentation | Feb 13, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 2 |
| MetaUAS: Universal Anomaly Segmentation with One-Prompt Meta-Learning | May 14, 2025 | Anomaly DetectionAnomaly Segmentation | CodeCode Available | 2 |
| MF-MOS: A Motion-Focused Model for Moving Object Segmentation | Jan 30, 2024 | Autonomous DrivingObject | CodeCode Available | 2 |
| MIC: Masked Image Consistency for Context-Enhanced Domain Adaptation | Dec 2, 2022 | Domain Adaptationimage-classification | CodeCode Available | 2 |
| MobileUNETR: A Lightweight End-To-End Hybrid Vision Transformer For Efficient Medical Image Segmentation | Sep 4, 2024 | Image SegmentationLesion Segmentation | CodeCode Available | 2 |
| MobileViTv3: Mobile-Friendly Vision Transformer with Simple and Effective Fusion of Local, Global and Input Features | Sep 30, 2022 | Image Classification | CodeCode Available | 2 |
| Model-Based Imitation Learning for Urban Driving | Oct 14, 2022 | 3D geometryAutonomous Driving | CodeCode Available | 2 |
| BEiT: BERT Pre-Training of Image Transformers | Jun 15, 2021 | Document Image ClassificationDocument Layout Analysis | CodeCode Available | 2 |
| Benchmarking the Robustness of LiDAR Semantic Segmentation Models | Jan 3, 2023 | Autonomous DrivingBenchmarking | CodeCode Available | 2 |
| MOSE: A New Dataset for Video Object Segmentation in Complex Scenes | Feb 3, 2023 | ObjectSegmentation | CodeCode Available | 2 |
| Densely Connected Parameter-Efficient Tuning for Referring Image Segmentation | Jan 15, 2025 | Image SegmentationReferring Expression Segmentation | CodeCode Available | 2 |
| Moving Object Segmentation in Point Cloud Data using Hidden Markov Models | Oct 24, 2024 | Semantic Segmentation | CodeCode Available | 2 |
| BEVCar: Camera-Radar Fusion for BEV Map and Object Segmentation | Mar 18, 2024 | Decision MakingScene Segmentation | CodeCode Available | 2 |
| Beyond Self-attention: External Attention using Two Linear Layers for Visual Tasks | May 5, 2021 | image-classificationImage Classification | CodeCode Available | 2 |
| Multimodal Information Interaction for Medical Image Segmentation | Apr 25, 2024 | Heart SegmentationImage Segmentation | CodeCode Available | 2 |
| Delineate Anything: Resolution-Agnostic Field Boundary Delineation on Satellite Imagery | Apr 3, 2025 | Field Boundary DelineationInstance Segmentation | CodeCode Available | 2 |
