| 3D-to-2D Distillation for Indoor Scene Parsing | Apr 6, 2021 | Scene ParsingSemantic Parsing | CodeCode Available | 1 |
| An Accelerated Pipeline for Multi-label Renal Pathology Image Segmentation at the Whole Slide Image Level | May 23, 2023 | GPUImage Segmentation | CodeCode Available | 1 |
| Deformable Mamba for Wide Field of View Segmentation | Nov 25, 2024 | DecoderMamba | CodeCode Available | 1 |
| Deformation-Recovery Diffusion Model (DRDM): Instance Deformation for Image Manipulation and Synthesis | Jul 10, 2024 | Data AugmentationFew-Shot Learning | CodeCode Available | 1 |
| DA-TransUNet: Integrating Spatial and Channel Dual Attention with Transformer U-Net for Medical Image Segmentation | Oct 19, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Deliberated Domain Bridging for Domain Adaptive Semantic Segmentation | Sep 16, 2022 | Domain AdaptationImage-to-Image Translation | CodeCode Available | 1 |
| Cross-Patch Dense Contrastive Learning for Semi-Supervised Segmentation of Cellular Nuclei in Histopathologic Images | Jan 1, 2022 | Contrastive LearningImage Segmentation | CodeCode Available | 1 |
| DeltaConv: Anisotropic Operators for Geometric Deep Learning on Point Clouds | Nov 16, 2021 | 3D Part Segmentation3D Point Cloud Classification | CodeCode Available | 1 |
| All you need are a few pixels: semantic segmentation with PixelPick | Apr 13, 2021 | Active LearningAll | CodeCode Available | 1 |
| Cross Prompting Consistency with Segment Anything Model for Semi-supervised Medical Image Segmentation | Jul 7, 2024 | DecoderImage Segmentation | CodeCode Available | 1 |
| DenseMTL: Cross-task Attention Mechanism for Dense Multi-task Learning | Jun 17, 2022 | 2D Semantic SegmentationDepth Estimation | CodeCode Available | 1 |
| An Alternative to WSSS? An Empirical Study of the Segment Anything Model (SAM) on Weakly-Supervised Semantic Segmentation Problems | May 2, 2023 | Pseudo LabelSemantic Segmentation | CodeCode Available | 1 |
| 3D U^2-Net: A 3D Universal U-Net for Multi-Domain Medical Image Segmentation | Sep 4, 2019 | image-classificationImage Classification | CodeCode Available | 1 |
| Extract Free Dense Labels from CLIP | Dec 2, 2021 | Novel ConceptsOpen Vocabulary Panoptic Segmentation | CodeCode Available | 1 |
| Dense Contrastive Learning for Self-Supervised Visual Pre-Training | Nov 18, 2020 | Contrastive Learningimage-classification | CodeCode Available | 1 |
| Dense Cross-Query-and-Support Attention Weighted Mask Aggregation for Few-Shot Segmentation | Jul 18, 2022 | Few-Shot Semantic SegmentationSegmentation | CodeCode Available | 1 |
| 3D-UCaps: 3D Capsules Unet for Volumetric Image Segmentation | Mar 16, 2022 | HippocampusImage Segmentation | CodeCode Available | 1 |
| Cross-modal Learning for Domain Adaptation in 3D Semantic Segmentation | Jan 18, 2021 | 3D Semantic SegmentationAutonomous Driving | CodeCode Available | 1 |
| All in Tokens: Unifying Output Space of Visual Tasks via Soft Token | Jan 5, 2023 | AllDepth Estimation | CodeCode Available | 1 |
| Dense Unsupervised Learning for Video Segmentation | Nov 11, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Depth-aware Object Segmentation and Grasp Detection for Robotic Picking Tasks | Nov 22, 2021 | Instance SegmentationObject | CodeCode Available | 1 |
| Depth-aware Test-Time Training for Zero-shot Video Object Segmentation | Mar 7, 2024 | Depth EstimationDepth Prediction | CodeCode Available | 1 |
| Cross-Modal Progressive Comprehension for Referring Segmentation | May 15, 2021 | AttributeImage Segmentation | CodeCode Available | 1 |
| Depth Based Semantic Scene Completion with Position Importance Aware Loss | Jan 29, 2020 | 3D Semantic SegmentationPosition | CodeCode Available | 1 |
| Active Label Correction for Semantic Segmentation with Foundation Models | Mar 16, 2024 | Semantic SegmentationSuperpixels | CodeCode Available | 1 |
| All-in-One Image Coding for Joint Human-Machine Vision with Multi-Path Aggregation | Sep 29, 2024 | AllData Compression | CodeCode Available | 1 |
| 1st Place Solutions for OpenImage2019 -- Object Detection and Instance Segmentation | Mar 17, 2020 | General ClassificationInstance Segmentation | CodeCode Available | 1 |
| Analyzing Overfitting under Class Imbalance in Neural Networks for Image Segmentation | Feb 20, 2021 | Data AugmentationImage Segmentation | CodeCode Available | 1 |
| Cross-Modality Multi-Atlas Segmentation via Deep Registration and Label Fusion | Feb 4, 2022 | Computational EfficiencyImage Registration | CodeCode Available | 1 |
| Crossover Learning for Fast Online Video Instance Segmentation | Apr 13, 2021 | Instance SegmentationSemantic Segmentation | CodeCode Available | 1 |
| AdaptiveClick: Clicks-aware Transformer with Adaptive Focal Loss for Interactive Image Segmentation | May 7, 2023 | DecoderImage Segmentation | CodeCode Available | 1 |
| Detection and Retrieval of Out-of-Distribution Objects in Semantic Segmentation | May 14, 2020 | Dimensionality ReductionImage Retrieval | CodeCode Available | 1 |
| Cross-View Image Synthesis using Conditional GANs | Mar 9, 2018 | Cross-View Image-to-Image TranslationImage Generation | CodeCode Available | 1 |
| AnatoMask: Enhancing Medical Image Segmentation with Reconstruction-guided Self-masking | Jul 9, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Anatomical and Diagnostic Bayesian Segmentation in Prostate MRI -Should Different Clinical Objectives Mandate Different Loss Functions? | Oct 25, 2021 | AnatomyDiagnostic | CodeCode Available | 1 |
| Anatomical Data Augmentation via Fluid-based Image Registration | Jul 5, 2020 | Data AugmentationImage Augmentation | CodeCode Available | 1 |
| CrossMoDA 2021 challenge: Benchmark of Cross-Modality Domain Adaptation techniques for Vestibular Schwannoma and Cochlea Segmentation | Jan 8, 2022 | Brain SegmentationDomain Adaptation | CodeCode Available | 1 |
| Anatomically-aware Uncertainty for Semi-supervised Image Segmentation | Oct 24, 2023 | Image SegmentationSegmentation | CodeCode Available | 1 |
| Adaptive Early-Learning Correction for Segmentation from Noisy Annotations | Oct 7, 2021 | ClassificationMedical Image Segmentation | CodeCode Available | 1 |
| Anatomy of Domain Shift Impact on U-Net Layers in MRI Segmentation | Jul 10, 2021 | AnatomyDomain Adaptation | CodeCode Available | 1 |
| Cross-Modal Bidirectional Interaction Model for Referring Remote Sensing Image Segmentation | Oct 11, 2024 | BenchmarkingImage Segmentation | CodeCode Available | 1 |
| 1st Place Solution to NeurIPS 2022 Challenge on Visual Domain Adaptation | Nov 26, 2022 | Domain AdaptationSemantic Segmentation | CodeCode Available | 1 |
| DHR: Dual Features-Driven Hierarchical Rebalancing in Inter- and Intra-Class Regions for Weakly-Supervised Semantic Segmentation | Mar 30, 2024 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| DIAL: Deep Interactive and Active Learning for Semantic Segmentation in Remote Sensing | Jan 4, 2022 | Active LearningSemantic Segmentation | CodeCode Available | 1 |
| An Auto-Encoder Strategy for Adaptive Image Segmentation | Apr 29, 2020 | Image SegmentationRepresentation Learning | CodeCode Available | 1 |
| 3D Weakly Supervised Semantic Segmentation with 2D Vision-Language Guidance | Jul 13, 2024 | 3D Semantic SegmentationLanguage Modelling | CodeCode Available | 1 |
| Cross-level Contrastive Learning and Consistency Constraint for Semi-supervised Medical Image Segmentation | Feb 8, 2022 | Contrastive LearningImage Segmentation | CodeCode Available | 1 |
| Active Finetuning: Exploiting Annotation Budget in the Pretraining-Finetuning Paradigm | Mar 25, 2023 | Diversityimage-classification | CodeCode Available | 1 |
| Adaptive Frequency Enhancement Network for Remote Sensing Image Semantic Segmentation | Apr 3, 2025 | Semantic Segmentation | CodeCode Available | 1 |
| CrossMatch: Enhance Semi-Supervised Medical Image Segmentation with Perturbation Strategies and Knowledge Distillation | May 1, 2024 | Image SegmentationKnowledge Distillation | CodeCode Available | 1 |
