| A Simple Baseline for Semi-supervised Semantic Segmentation with Strong Data Augmentation | Apr 15, 2021 | Data Augmentationimage-classification | CodeCode Available | 1 | 5 |
| CeyMo: See More on Roads -- A Novel Benchmark Dataset for Road Marking Detection | Oct 22, 2021 | Instance Segmentationobject-detection | CodeCode Available | 1 | 5 |
| Dual Progressive Transformations for Weakly Supervised Semantic Segmentation | Sep 30, 2022 | Inductive BiasObject | CodeCode Available | 1 | 5 |
| A Simple Framework for Text-Supervised Semantic Segmentation | Jan 1, 2023 | SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| CENet: Toward Concise and Efficient LiDAR Semantic Segmentation for Autonomous Driving | Jul 26, 2022 | 3D Semantic SegmentationAutonomous Driving | CodeCode Available | 1 | 5 |
| A Sensor Agnostic Domain Generalization Framework for Leveraging Geospatial Foundation Models: Enhancing Semantic Segmentation viaSynergistic Pseudo-Labeling and Generative Learning | May 2, 2025 | Crop Yield PredictionDomain Adaptation | CodeCode Available | 1 | 5 |
| A Simple Recipe for Language-guided Domain Generalized Segmentation | Nov 29, 2023 | Data AugmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| DVIS++: Improved Decoupled Framework for Universal Video Segmentation | Dec 20, 2023 | Contrastive LearningDenoising | CodeCode Available | 1 | 5 |
| Change is Everywhere: Single-Temporal Supervised Object Change Detection in Remote Sensing Imagery | Aug 16, 2021 | Building change detection for remote sensing imagesChange detection for remote sensing images | CodeCode Available | 1 | 5 |
| Dual-level Interaction for Domain Adaptive Semantic Segmentation | Jul 16, 2023 | Domain AdaptationSegmentation | CodeCode Available | 1 | 5 |
| CGA-Net: Category Guided Aggregation for Point Cloud Semantic Segmentation | Jun 19, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| Dynamic Dictionary Learning for Remote Sensing Image Segmentation | Mar 9, 2025 | Dictionary LearningImage Segmentation | CodeCode Available | 1 | 5 |
| Change-Aware Siamese Network for Surface Defects Segmentation under Complex Background | Sep 1, 2024 | Change DetectionDecoder | CodeCode Available | 1 | 5 |
| Panoptic Feature Fusion Net: A Novel Instance Segmentation Paradigm for Biomedical and Biological Images | Feb 15, 2020 | Instance SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| AS-MLP: An Axial Shifted MLP Architecture for Vision | Jul 18, 2021 | object-detectionObject Detection | CodeCode Available | 1 | 5 |
| Change-Aware Sampling and Contrastive Learning for Satellite Images | Jan 1, 2023 | Change DetectionContrastive Learning | CodeCode Available | 1 | 5 |
| Accurate Fine-Grained Segmentation of Human Anatomy in Radiographs via Volumetric Pseudo-Labeling | Jun 6, 2023 | AnatomyComputed Tomography (CT) | CodeCode Available | 1 | 5 |
| Channel prior convolutional attention for medical image segmentation | Jun 8, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| AerialFormer: Multi-resolution Transformer for Aerial Image Segmentation | Jun 12, 2023 | DecoderImage Segmentation | CodeCode Available | 1 | 5 |
| A Spatial Guided Self-supervised Clustering Network for Medical Image Segmentation | Jul 11, 2021 | ClusteringImage Segmentation | CodeCode Available | 1 | 5 |
| Achelous++: Power-Oriented Water-Surface Panoptic Perception Framework on Edge Devices based on Vision-Radar Fusion and Pruning of Heterogeneous Modalities | Dec 14, 2023 | Autonomous NavigationMulti-Task Learning | CodeCode Available | 1 | 5 |
| Channel-wise Knowledge Distillation for Dense Prediction | Nov 26, 2020 | Knowledge DistillationPrediction | CodeCode Available | 1 | 5 |
| Aerial Imagery Pixel-level Segmentation | Dec 3, 2020 | Data AugmentationSegmentation | CodeCode Available | 1 | 5 |
| Dynamic Label Injection for Imbalanced Industrial Defect Segmentation | Aug 19, 2024 | Semantic Segmentation | CodeCode Available | 1 | 5 |
| CateNorm: Categorical Normalization for Robust Medical Image Segmentation | Mar 29, 2021 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| Dual Super-Resolution Learning for Semantic Segmentation | Jun 1, 2020 | Crack SegmentationImage Super-Resolution | CodeCode Available | 1 | 5 |
| CheXseg: Combining Expert Annotations with DNN-generated Saliency Maps for X-ray Segmentation | Feb 21, 2021 | Image SegmentationKnowledge Distillation | CodeCode Available | 1 | 5 |
| CholecInstanceSeg: A Tool Instance Segmentation Dataset for Laparoscopic Surgery | Jun 23, 2024 | Instance SegmentationSegmentation | CodeCode Available | 1 | 5 |
| Dual-Domain Image Synthesis using Segmentation-Guided GAN | Apr 19, 2022 | CaricatureImage Generation | CodeCode Available | 1 | 5 |
| Adversarial Segmentation Loss for Sketch Colorization | Feb 11, 2021 | ColorizationImage Segmentation | CodeCode Available | 1 | 5 |
| E1D3 U-Net for Brain Tumor Segmentation: Submission to the RSNA-ASNR-MICCAI BraTS 2021 Challenge | Oct 6, 2021 | Brain Tumor SegmentationDecoder | CodeCode Available | 1 | 5 |
| Dual Graph Convolutional Network for Semantic Segmentation | Sep 13, 2019 | Semantic 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 |
| A Semantic Segmentation Network for Urban-Scale Building Footprint Extraction Using RGB Satellite Imagery | Apr 2, 2021 | Decision MakingSemantic Segmentation | CodeCode Available | 1 | 5 |
| AeroReformer: Aerial Referring Transformer for UAV-based Referring Image Segmentation | Feb 23, 2025 | Image SegmentationSegmentation | CodeCode Available | 1 | 5 |
| Class Adaptive Network Calibration | Nov 28, 2022 | image-classificationImage Classification | CodeCode Available | 1 | 5 |
| DualConvMesh-Net: Joint Geodesic and Euclidean Convolutions on 3D Meshes | Apr 2, 2020 | 3D Semantic SegmentationScene Segmentation | CodeCode Available | 1 | 5 |
| Cityscapes-Panoptic-Parts and PASCAL-Panoptic-Parts datasets for Scene Understanding | Apr 16, 2020 | Human Part SegmentationPanoptic Segmentation | CodeCode Available | 1 | 5 |
| ClaSP -- Parameter-free Time Series Segmentation | Jul 28, 2022 | Change Point DetectionSegmentation | CodeCode Available | 1 | 5 |
| ASSET: Autoregressive Semantic Scene Editing with Transformers at High Resolutions | May 24, 2022 | Semantic SegmentationVocal Bursts Intensity Prediction | CodeCode Available | 1 | 5 |
| Class-Difficulty Based Methods for Long-Tailed Visual Recognition | Jul 29, 2022 | Action Classificationimage-classification | CodeCode Available | 1 | 5 |
| Classification Calibration for Long-tail Instance Segmentation | Oct 29, 2019 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| Classes Matter: A Fine-grained Adversarial Approach to Cross-domain Semantic Segmentation | Jul 17, 2020 | Domain AdaptationImage-to-Image Translation | CodeCode Available | 1 | 5 |
| Duality Diagram Similarity: a generic framework for initialization selection in task transfer learning | Aug 5, 2020 | Model SelectionSemantic Segmentation | CodeCode Available | 1 | 5 |
| Associating Objects with Transformers for Video Object Segmentation | Jun 4, 2021 | ObjectOne-shot visual object segmentation | CodeCode Available | 1 | 5 |
| Class-incremental Continual Learning for Instance Segmentation with Image-level Weak Supervision | Jan 1, 2023 | Continual LearningIncremental Learning | CodeCode Available | 1 | 5 |
| Dual-Attention GAN for Large-Pose Face Frontalization | Feb 17, 2020 | Data AugmentationFace Generation | CodeCode Available | 1 | 5 |
| Classifying Breast Histopathology Images with a Ductal Instance-Oriented Pipeline | Dec 11, 2020 | DiagnosticGeneral Classification | CodeCode Available | 1 | 5 |
| A Stitch in Time Saves Nine: A Train-Time Regularizing Loss for Improved Neural Network Calibration | Mar 25, 2022 | image-classificationImage Classification | CodeCode Available | 1 | 5 |
| A Semantic Segmentation-guided Approach for Ground-to-Aerial Image Matching | Apr 17, 2024 | Earth Observationgeo-localization | CodeCode Available | 1 | 5 |
