| DIVA-DAF: A Deep Learning Framework for Historical Document Image Analysis | Jan 20, 2022 | Deep LearningSemantic Segmentation | CodeCode Available | 1 | 5 |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 |
| DivergentNets: Medical Image Segmentation by Network Ensemble | Jul 1, 2021 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| DLA-Net: Learning Dual Local Attention Features for Semantic Segmentation of Large-Scale Building Facade Point Clouds | Jun 1, 2021 | 3D Semantic SegmentationDecoder | 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 |
| CascadePSP: Toward Class-Agnostic and Very High-Resolution Segmentation via Global and Local Refinement | May 6, 2020 | 4kLand Cover Classification | CodeCode Available | 1 | 5 |
| Manhattan Room Layout Reconstruction from a Single 360 image: A Comparative Study of State-of-the-art Methods | Oct 9, 2019 | Semantic Segmentation | CodeCode Available | 1 | 5 |
| CASAPose: Class-Adaptive and Semantic-Aware Multi-Object Pose Estimation | Oct 11, 2022 | 6D Pose Estimation6D Pose Estimation using RGB | CodeCode Available | 1 | 5 |
| Distribution Alignment: A Unified Framework for Long-tail Visual Recognition | Mar 30, 2021 | General Classificationimage-classification | CodeCode Available | 1 | 5 |
| A comparative study of 2D image segmentation algorithms for traumatic brain lesions using CT data from the ProTECTIII multicenter clinical trial | Jun 1, 2020 | Computed Tomography (CT)Image Segmentation | CodeCode Available | 1 | 5 |
| CEKD: Cross-Modal Edge-Privileged Knowledge Distillation for Semantic Scene Understanding Using Only Thermal Images | Feb 22, 2023 | Knowledge DistillationScene Understanding | CodeCode Available | 1 | 5 |
| 3DLabelProp: Geometric-Driven Domain Generalization for LiDAR Semantic Segmentation in Autonomous Driving | Jan 24, 2025 | Autonomous DrivingDomain Generalization | CodeCode Available | 1 | 5 |
| BSUV-Net: A Fully-Convolutional Neural Network for Background Subtraction of Unseen Videos | Jul 26, 2019 | Data AugmentationObject Tracking | CodeCode Available | 1 | 5 |
| Cars Can't Fly up in the Sky: Improving Urban-Scene Segmentation via Height-driven Attention Networks | Mar 11, 2020 | Scene SegmentationSegmentation | CodeCode Available | 1 | 5 |
| Distilling Knowledge via Knowledge Review | Apr 19, 2021 | Instance SegmentationKnowledge Distillation | CodeCode Available | 1 | 5 |
| Distribution-Aware Continual Test-Time Adaptation for Semantic Segmentation | Sep 24, 2023 | Autonomous DrivingSemantic Segmentation | CodeCode Available | 1 | 5 |
| DMT-JEPA: Discriminative Masked Targets for Joint-Embedding Predictive Architecture | May 28, 2024 | image-classificationImage Classification | CodeCode Available | 1 | 5 |
| Domain Adaptive Video Segmentation via Temporal Pseudo Supervision | Jul 6, 2022 | SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| CARD: Semantic Segmentation with Efficient Class-Aware Regularized Decoder | Jan 11, 2023 | DecoderRepresentation Learning | CodeCode Available | 1 | 5 |
| A Comparative Evaluation of Deep Learning Techniques for Photovoltaic Panel Detection from Aerial Images | May 11, 2023 | Instance SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| Disentangle then Parse: Night-time Semantic Segmentation with Illumination Disentanglement | Jan 1, 2023 | DisentanglementSegmentation | CodeCode Available | 1 | 5 |
| CAR: Class-aware Regularizations for Semantic Segmentation | Mar 14, 2022 | Representation LearningSemantic Segmentation | CodeCode Available | 1 | 5 |
| Cardiac Segmentation with Strong Anatomical Guarantees | Jun 15, 2020 | Cardiac SegmentationImage Segmentation | CodeCode Available | 1 | 5 |
| CARIS: Context-Augmented Referring Image Segmentation | Oct 27, 2023 | DecoderImage Segmentation | CodeCode Available | 1 | 5 |
| Disjoint Masking with Joint Distillation for Efficient Masked Image Modeling | Dec 31, 2022 | object-detectionObject Detection | CodeCode Available | 1 | 5 |
| SofGAN: A Portrait Image Generator with Dynamic Styling | Jul 7, 2020 | 2D Semantic Segmentation3D geometry | CodeCode Available | 1 | 5 |
| Disentangled Representations for Domain-generalized Cardiac Segmentation | Aug 26, 2020 | AnatomyCardiac Segmentation | CodeCode Available | 1 | 5 |
| Capturing Omni-Range Context for Omnidirectional Segmentation | Mar 9, 2021 | Autonomous DrivingImage Segmentation | CodeCode Available | 1 | 5 |
| Disentangled Non-Local Neural Networks | Jun 11, 2020 | Action Recognitionobject-detection | CodeCode Available | 1 | 5 |
| Disentangle then Parse:Night-time Semantic Segmentation with Illumination Disentanglement | Jul 18, 2023 | DisentanglementSegmentation | CodeCode Available | 1 | 5 |
| Dispel Darkness for Better Fusion: A Controllable Visual Enhancer based on Cross-modal Conditional Adversarial Learning | Jan 1, 2024 | object-detectionObject Detection | CodeCode Available | 1 | 5 |
| A framework for large-scale mapping of human settlement extent from Sentinel-2 images via fully convolutional neural networks | Jan 31, 2020 | Semantic Segmentation | CodeCode Available | 1 | 5 |
| Discovering Object Masks with Transformers for Unsupervised Semantic Segmentation | Jun 13, 2022 | ObjectSegmentation | CodeCode Available | 1 | 5 |
| Discrepancy Matters: Learning from Inconsistent Decoder Features for Consistent Semi-supervised Medical Image Segmentation | Sep 26, 2023 | DecoderImage Segmentation | CodeCode Available | 1 | 5 |
| Directional Deep Embedding and Appearance Learning for Fast Video Object Segmentation | Feb 17, 2020 | GPUOne-shot visual object segmentation | CodeCode Available | 1 | 5 |
| Can SAM Segment Anything? When SAM Meets Camouflaged Object Detection | Apr 10, 2023 | Objectobject-detection | CodeCode Available | 1 | 5 |
| Dirichlet-based Uncertainty Calibration for Active Domain Adaptation | Feb 27, 2023 | Active LearningDomain Adaptation | CodeCode Available | 1 | 5 |
| Discriminative Region Suppression for Weakly-Supervised Semantic Segmentation | Mar 12, 2021 | SegmentationSemantic Segmentation | 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 |
| DIOD: Self-Distillation Meets Object Discovery | Jan 1, 2024 | Instance SegmentationKnowledge Distillation | CodeCode Available | 1 | 5 |
| A Flexible 2.5D Medical Image Segmentation Approach with In-Slice and Cross-Slice Attention | Apr 30, 2024 | Computational EfficiencyImage Segmentation | CodeCode Available | 1 | 5 |
| CamSAM2: Segment Anything Accurately in Camouflaged Videos | Mar 25, 2025 | Camouflaged Object SegmentationObject | CodeCode Available | 1 | 5 |
| Directional Connectivity-based Segmentation of Medical Images | Mar 31, 2023 | DisentanglementImage Segmentation | CodeCode Available | 1 | 5 |
| Learning Spatio-Appearance Memory Network for High-Performance Visual Tracking | Sep 21, 2020 | Object TrackingSegmentation | CodeCode Available | 1 | 5 |
| Dissecting Self-Supervised Learning Methods for Surgical Computer Vision | Jul 1, 2022 | Action Triplet RecognitionSelf-Supervised Learning | 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 |
| DilateFormer: Multi-Scale Dilated Transformer for Visual Recognition | Feb 3, 2023 | Instance Segmentationobject-detection | CodeCode Available | 1 | 5 |
| A Closer Look at Self-training for Zero-Label Semantic Segmentation | Apr 21, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| Affinity Space Adaptation for Semantic Segmentation Across Domains | Sep 26, 2020 | Domain AdaptationSegmentation | CodeCode Available | 1 | 5 |
