| Rethinking Unsupervised Domain Adaptation for Semantic Segmentation | Jun 30, 2022 | Domain AdaptationSemantic Segmentation | CodeCode Available | 2 |
| RevColV2: Exploring Disentangled Representations in Masked Image Modeling | Sep 2, 2023 | Decoderimage-classification | 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 |
| Revisiting Unreasonable Effectiveness of Data in Deep Learning Era | Jul 10, 2017 | Deep Learningimage-classification | CodeCode Available | 2 |
| Revisiting Weak-to-Strong Consistency in Semi-Supervised Semantic Segmentation | Aug 21, 2022 | Medical Image AnalysisSemantic Segmentation | CodeCode Available | 2 |
| Caltech Aerial RGB-Thermal Dataset in the Wild | Mar 13, 2024 | SegmentationSemantic Segmentation | CodeCode Available | 2 |
| Robust Semi-supervised Multimodal Medical Image Segmentation via Cross Modality Collaboration | Aug 14, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 2 |
| Diffusion models as plug-and-play priors | Jun 17, 2022 | Combinatorial OptimizationDenoising | CodeCode Available | 2 |
| Cascade-CLIP: Cascaded Vision-Language Embeddings Alignment for Zero-Shot Semantic Segmentation | Jun 2, 2024 | SegmentationSemantic Segmentation | CodeCode Available | 2 |
| DetectoRS: Detecting Objects with Recursive Feature Pyramid and Switchable Atrous Convolution | Jun 3, 2020 | Instance SegmentationObject | CodeCode Available | 2 |
| DFormer: Rethinking RGBD Representation Learning for Semantic Segmentation | Sep 18, 2023 | 3D geometryDecoder | CodeCode Available | 2 |
| DenseNets Reloaded: Paradigm Shift Beyond ResNets and ViTs | Mar 28, 2024 | Fine-Grained Image ClassificationImage Classification | CodeCode Available | 2 |
| DreamColour: Controllable Video Colour Editing without Training | Dec 6, 2024 | Instance SegmentationSemantic Segmentation | CodeCode Available | 2 |
| EGE-UNet: an Efficient Group Enhanced UNet for skin lesion segmentation | Jul 17, 2023 | DecoderImage Segmentation | CodeCode Available | 2 |
| Alleviating Textual Reliance in Medical Language-guided Segmentation via Prototype-driven Semantic Approximation | Jul 15, 2025 | Image SegmentationSegmentation | CodeCode Available | 2 |
| Deep Spectral Methods: A Surprisingly Strong Baseline for Unsupervised Semantic Segmentation and Localization | May 16, 2022 | graph partitioningSegmentation | CodeCode Available | 2 |
| Deep Video Prior for Video Consistency and Propagation | Jan 27, 2022 | Optical Flow EstimationSemantic Segmentation | CodeCode Available | 2 |
| Deep Incubation: Training Large Models by Divide-and-Conquering | Dec 8, 2022 | Image Segmentationobject-detection | CodeCode Available | 2 |
| Deep Snake for Real-Time Instance Segmentation | Jan 6, 2020 | GPUInstance Segmentation | CodeCode Available | 2 |
| Delineate Anything: Resolution-Agnostic Field Boundary Delineation on Satellite Imagery | Apr 3, 2025 | Field Boundary DelineationInstance Segmentation | CodeCode Available | 2 |
| DeepGCNs: Making GCNs Go as Deep as CNNs | Oct 15, 2019 | 3D Point Cloud Classification3D Semantic Segmentation | CodeCode Available | 2 |
| Deep Covariance Alignment for Domain Adaptive Remote Sensing Image Segmentation | Jan 9, 2024 | Image SegmentationSegmentation | CodeCode Available | 2 |
| Deep Hierarchical Semantic Segmentation | Mar 27, 2022 | Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION | CodeCode Available | 2 |
| AiTLAS: Artificial Intelligence Toolbox for Earth Observation | Jan 21, 2022 | BenchmarkingEarth Observation | CodeCode Available | 2 |
