| Hierarchical Multi-Scale Attention for Semantic Segmentation | May 21, 2020 | Panoptic SegmentationSemantic Segmentation | CodeCode Available | 2 |
| Digital Twin Generation from Visual Data: A Survey | Apr 17, 2025 | Semantic SegmentationSurvey | CodeCode Available | 2 |
| High-Precision Dichotomous Image Segmentation via Probing Diffusion Capacity | Oct 14, 2024 | DenoisingDichotomous Image Segmentation | CodeCode Available | 2 |
| A Simple Latent Diffusion Approach for Panoptic Segmentation and Mask Inpainting | Jan 18, 2024 | Instance SegmentationInteractive Segmentation | CodeCode Available | 2 |
| A Simple Image Segmentation Framework via In-Context Examples | Oct 7, 2024 | DecoderImage Segmentation | CodeCode Available | 2 |
| Dilated Neighborhood Attention Transformer | Sep 29, 2022 | Image ClassificationInstance Segmentation | CodeCode Available | 2 |
| Diffuse, Attend, and Segment: Unsupervised Zero-Shot Segmentation using Stable Diffusion | Aug 23, 2023 | SegmentationSemantic Segmentation | CodeCode Available | 2 |
| Ambiguous Medical Image Segmentation using Diffusion Models | Apr 10, 2023 | DiagnosticDiversity | CodeCode Available | 2 |
| iFormer: Integrating ConvNet and Transformer for Mobile Application | Jan 26, 2025 | Instance Segmentationobject-detection | CodeCode Available | 2 |
| Diffusion models as plug-and-play priors | Jun 17, 2022 | Combinatorial OptimizationDenoising | CodeCode Available | 2 |
| You Only Need 90K Parameters to Adapt Light: A Light Weight Transformer for Image Enhancement and Exposure Correction | May 30, 2022 | Exposure CorrectionImage Enhancement | CodeCode Available | 2 |
| DI-MaskDINO: A Joint Object Detection and Instance Segmentation Model | Oct 22, 2024 | DecoderInstance Segmentation | CodeCode Available | 2 |
| DiffAtlas: GenAI-fying Atlas Segmentation via Image-Mask Diffusion | Mar 9, 2025 | Image SegmentationMedical Image Segmentation | CodeCode Available | 2 |
| Asymmetric Non-local Neural Networks for Semantic Segmentation | Aug 21, 2019 | GPUSegmentation | CodeCode Available | 2 |
| 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 |
| In Defense of Online Models for Video Instance Segmentation | Jul 21, 2022 | Contrastive LearningInstance Segmentation | CodeCode Available | 2 |
| AllSpark: Reborn Labeled Features from Unlabeled in Transformer for Semi-Supervised Semantic Segmentation | Mar 4, 2024 | Semantic SegmentationSemi-Supervised Semantic Segmentation | CodeCode Available | 2 |
| DiffBEV: Conditional Diffusion Model for Bird's Eye View Perception | Mar 15, 2023 | 3D Object DetectionAutonomous Driving | CodeCode Available | 2 |
| AllWeatherNet:Unified Image Enhancement for Autonomous Driving under Adverse Weather and Lowlight-conditions | Sep 3, 2024 | Autonomous DrivingDeep Attention | CodeCode Available | 2 |
| DiffRect: Latent Diffusion Label Rectification for Semi-supervised Medical Image Segmentation | Jul 13, 2024 | DenoisingImage Segmentation | CodeCode Available | 2 |
| DINO in the Room: Leveraging 2D Foundation Models for 3D Segmentation | Mar 24, 2025 | 3D Semantic SegmentationLIDAR Semantic Segmentation | CodeCode Available | 2 |
| InvPT: Inverted Pyramid Multi-task Transformer for Dense Scene Understanding | Mar 15, 2022 | Boundary DetectionHuman Parsing | CodeCode Available | 2 |
| IRSAM: Advancing Segment Anything Model for Infrared Small Target Detection | Jul 10, 2024 | DecoderImage Segmentation | CodeCode Available | 2 |
| DetectoRS: Detecting Objects with Recursive Feature Pyramid and Switchable Atrous Convolution | Jun 3, 2020 | Instance SegmentationObject | CodeCode Available | 2 |
| Alleviating Textual Reliance in Medical Language-guided Segmentation via Prototype-driven Semantic Approximation | Jul 15, 2025 | Image SegmentationSegmentation | CodeCode Available | 2 |
