| Deformation-Recovery Diffusion Model (DRDM): Instance Deformation for Image Manipulation and Synthesis | Jul 10, 2024 | Data AugmentationFew-Shot Learning | CodeCode Available | 1 |
| DeformUX-Net: Exploring a 3D Foundation Backbone for Medical Image Segmentation with Depthwise Deformable Convolution | Sep 30, 2023 | Computational EfficiencyImage Segmentation | CodeCode Available | 1 |
| Explain Any Concept: Segment Anything Meets Concept-Based Explanation | May 17, 2023 | Instance SegmentationSemantic Segmentation | CodeCode Available | 1 |
| SSC-RS: Elevate LiDAR Semantic Scene Completion with Representation Separation and BEV Fusion | Jun 27, 2023 | Autonomous DrivingScene Understanding | CodeCode Available | 1 |
| DeiSAM: Segment Anything with Deictic Prompting | Feb 21, 2024 | Image SegmentationSegmentation | CodeCode Available | 1 |
| DeiT III: Revenge of the ViT | Apr 14, 2022 | Data Augmentationimage-classification | CodeCode Available | 1 |
| Explainable Convolutional Neural Networks for Retinal Fundus Classification and Cutting-Edge Segmentation Models for Retinal Blood Vessels from Fundus Images | May 12, 2024 | image-classificationImage Classification | CodeCode Available | 1 |
| Explicit Attention-Enhanced Fusion for RGB-Thermal Perception Tasks | Mar 28, 2023 | Crowd Countingobject-detection | CodeCode Available | 1 |
| Expansion and Shrinkage of Localization for Weakly-Supervised Semantic Segmentation | Sep 16, 2022 | ObjectSemantic Segmentation | CodeCode Available | 1 |
| 2D Semantic-Guided Semantic Scene Completion | Sep 12, 2024 | 2D Semantic Segmentation3D Semantic Scene Completion | CodeCode Available | 1 |
| Expediting Large-Scale Vision Transformer for Dense Prediction without Fine-tuning | Oct 3, 2022 | ClusteringDepth Estimation | CodeCode Available | 1 |
| Betrayed by Captions: Joint Caption Grounding and Generation for Open Vocabulary Instance Segmentation | Jan 2, 2023 | Caption GenerationInstance Segmentation | CodeCode Available | 1 |
| Delving Deeper into Anti-aliasing in ConvNets | Aug 21, 2020 | Instance SegmentationSegmentation | CodeCode Available | 1 |
| Delving Deep Into Many-to-Many Attention for Few-Shot Video Object Segmentation | Jun 19, 2021 | Meta-LearningSemantic Segmentation | CodeCode Available | 1 |
| Delving into Crispness: Guided Label Refinement for Crisp Edge Detection | Jun 27, 2023 | Edge DetectionImage Segmentation | CodeCode Available | 1 |
| Standardized Max Logits: A Simple yet Effective Approach for Identifying Unexpected Road Obstacles in Urban-Scene Segmentation | Jul 23, 2021 | Anomaly DetectionScene Segmentation | CodeCode Available | 1 |
| Delving into Shape-aware Zero-shot Semantic Segmentation | Apr 17, 2023 | Image SegmentationSegmentation | CodeCode Available | 1 |
| Delving into the Cyclic Mechanism in Semi-supervised Video Object Segmentation | Oct 23, 2020 | ObjectOne-shot visual object segmentation | CodeCode Available | 1 |
| 1st Place Solution for YouTubeVOS Challenge 2022: Referring Video Object Segmentation | Dec 27, 2022 | ObjectReferring Video Object Segmentation | CodeCode Available | 1 |
| STEm-Seg: Spatio-temporal Embeddings for Instance Segmentation in Videos | Mar 18, 2020 | Instance SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Explicitly incorporating spatial information to recurrent networks for agriculture | Jun 27, 2022 | image-classificationSegmentation | CodeCode Available | 1 |
| Stepwise Feature Fusion: Local Guides Global | Mar 7, 2022 | DecoderImage Segmentation | CodeCode Available | 1 |
| BEVContrast: Self-Supervision in BEV Space for Automotive Lidar Point Clouds | Oct 26, 2023 | Semantic Segmentation | CodeCode Available | 1 |
| On the Connection between Local Attention and Dynamic Depth-wise Convolution | Jun 8, 2021 | object-detectionObject Detection | CodeCode Available | 1 |
| ST++: Make Self-training Work Better for Semi-supervised Semantic Segmentation | Jun 9, 2021 | Semantic SegmentationSemi-Supervised Semantic Segmentation | CodeCode Available | 1 |
| Stochastic Classifiers for Unsupervised Domain Adaptation | Jun 1, 2020 | Domain Adaptationimage-classification | CodeCode Available | 1 |
| Evolving Normalization-Activation Layers | Apr 6, 2020 | image-classificationImage Classification | CodeCode Available | 1 |
| STPNet: Scale-aware Text Prompt Network for Medical Image Segmentation | Apr 2, 2025 | Image SegmentationLanguage Modeling | CodeCode Available | 1 |
| Latent Diffusion for Medical Image Segmentation: End to end learning for fast sampling and accuracy | Jul 17, 2024 | DenoisingImage Denoising | CodeCode Available | 1 |
| StreamMOS: Streaming Moving Object Segmentation with Multi-View Perception and Dual-Span Memory | Jul 25, 2024 | Autonomous DrivingSemantic Segmentation | CodeCode Available | 1 |
| EViT-Unet: U-Net Like Efficient Vision Transformer for Medical Image Segmentation on Mobile and Edge Devices | Oct 19, 2024 | DecoderImage Segmentation | CodeCode Available | 1 |
| Evidential fully convolutional network for semantic segmentation | Mar 25, 2021 | DecoderScene Parsing | CodeCode Available | 1 |
| EViT: An Eagle Vision Transformer with Bi-Fovea Self-Attention | Oct 10, 2023 | Computational Efficiencyimage-classification | CodeCode Available | 1 |
| Stronger, Steadier & Superior: Geometric Consistency in Depth VFM Forges Domain Generalized Semantic Segmentation | Apr 17, 2025 | Semantic Segmentation | CodeCode Available | 1 |
| Learning Deformable Image Registration from Optimization: Perspective, Modules, Bilevel Training and Beyond | Apr 30, 2020 | Image RegistrationImage Segmentation | CodeCode Available | 1 |
| Style Blind Domain Generalized Semantic Segmentation via Covariance Alignment and Semantic Consistence Contrastive Learning | Mar 10, 2024 | Contrastive LearningDecoder | CodeCode Available | 1 |
| Style-Hallucinated Dual Consistency Learning: A Unified Framework for Visual Domain Generalization | Dec 18, 2022 | Domain GeneralizationHallucination | CodeCode Available | 1 |
| Extract Free Dense Labels from CLIP | Dec 2, 2021 | Novel ConceptsOpen Vocabulary Panoptic Segmentation | CodeCode Available | 1 |
| Excavating the Potential Capacity of Self-Supervised Monocular Depth Estimation | Sep 26, 2021 | Data AugmentationDepth Estimation | CodeCode Available | 1 |
| DenseCLIP: Language-Guided Dense Prediction with Context-Aware Prompting | Dec 2, 2021 | Image-text matchingInstance 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 |
| Exploiting Diffusion Prior for Generalizable Dense Prediction | Nov 30, 2023 | Intrinsic Image DecompositionPrediction | CodeCode Available | 1 |
| Exploring Event-driven Dynamic Context for Accident Scene Segmentation | Dec 9, 2021 | Scene SegmentationSegmentation | CodeCode Available | 1 |
| SupeRGB-D: Zero-shot Instance Segmentation in Cluttered Indoor Environments | Dec 22, 2022 | Instance SegmentationObject | CodeCode Available | 1 |
| Superpixel-based Refinement for Object Proposal Generation | Jan 12, 2021 | Instance SegmentationObject | CodeCode Available | 1 |
| Superpoint Network for Point Cloud Oversegmentation | Jan 1, 2021 | ClusteringSemantic Segmentation | CodeCode Available | 1 |
| Superpoint Transformer for 3D Scene Instance Segmentation | Nov 28, 2022 | 3D Instance Segmentation3D Object Detection | CodeCode Available | 1 |
| Evaluation Study on SAM 2 for Class-agnostic Instance-level Segmentation | Sep 4, 2024 | Dichotomous Image SegmentationImage Segmentation | CodeCode Available | 1 |
| Evaluating the Robustness of Semantic Segmentation for Autonomous Driving against Real-World Adversarial Patch Attacks | Aug 13, 2021 | Autonomous Drivingobject-detection | CodeCode Available | 1 |
