| AFANet: Adaptive Frequency-Aware Network for Weakly-Supervised Few-Shot Semantic Segmentation | Dec 23, 2024 | Few-Shot LearningFew-Shot Semantic Segmentation | CodeCode Available | 1 | 5 |
| Enhancing Pseudo Label Quality for Semi-Supervised Domain-Generalized Medical Image Segmentation | Jan 21, 2022 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| Conflict-Based Cross-View Consistency for Semi-Supervised Semantic Segmentation | Mar 2, 2023 | Semantic SegmentationSemi-Supervised Semantic Segmentation | CodeCode Available | 1 | 5 |
| A Strong Baseline for Generalized Few-Shot Semantic Segmentation | Nov 25, 2022 | Few-Shot Semantic SegmentationGeneralized Few-Shot Semantic Segmentation | CodeCode Available | 1 | 5 |
| Enhancing Organ at Risk Segmentation with Improved Deep Neural Networks | Feb 3, 2022 | Image SegmentationSegmentation | CodeCode Available | 1 | 5 |
| Enhancing MR Image Segmentation with Realistic Adversarial Data Augmentation | Aug 7, 2021 | Cardiac SegmentationData Augmentation | CodeCode Available | 1 | 5 |
| ISNet: Integrate Image-Level and Semantic-Level Context for Semantic Segmentation | Aug 27, 2021 | Image SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| Conformer: Local Features Coupling Global Representations for Visual Recognition | May 9, 2021 | Image ClassificationInstance Segmentation | CodeCode Available | 1 | 5 |
| Enhancing sea ice segmentation in Sentinel-1 images with atrous convolutions | Oct 26, 2023 | Binary ClassificationImage Segmentation | CodeCode Available | 1 | 5 |
| Enhancing surgical instrument segmentation: integrating vision transformer insights with adapter | May 8, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| MSANet: Multi-Similarity and Attention Guidance for Boosting Few-Shot Segmentation | Jun 20, 2022 | Few-Shot Semantic SegmentationMeta-Learning | CodeCode Available | 1 | 5 |
| MSDNet: Multi-Scale Decoder for Few-Shot Semantic Segmentation via Transformer-Guided Prototyping | Sep 17, 2024 | DecoderFew-Shot Semantic Segmentation | CodeCode Available | 1 | 5 |
| Ensemble CNN Networks for GBM Tumors Segmentation using Multi-parametric MRI | Dec 13, 2021 | Brain Tumor SegmentationImage Segmentation | CodeCode Available | 1 | 5 |
| MSeg: A Composite Dataset for Multi-domain Semantic Segmentation | Dec 27, 2021 | Computational EfficiencyInstance Segmentation | CodeCode Available | 1 | 5 |
| Iterative Next Boundary Detection for Instance Segmentation of Tree Rings in Microscopy Images of Shrub Cross Sections | Dec 6, 2022 | Boundary DetectionInstance Segmentation | CodeCode Available | 1 | 5 |
| EPIC-KITCHENS VISOR Benchmark: VIdeo Segmentations and Object Relations | Sep 26, 2022 | ObjectSegmentation | CodeCode Available | 1 | 5 |
| Keep It SimPool: Who Said Supervised Transformers Suffer from Attention Deficit? | Sep 13, 2023 | Image ClassificationImage Retrieval | CodeCode Available | 1 | 5 |
| Conservative-Progressive Collaborative Learning for Semi-supervised Semantic Segmentation | Nov 30, 2022 | SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| Exploring Relational Context for Multi-Task Dense Prediction | Apr 28, 2021 | Neural Architecture SearchPrediction | CodeCode Available | 1 | 5 |
| Consistency-guided Meta-Learning for Bootstrapping Semi-Supervised Medical Image Segmentation | Jul 21, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| CamoDiffusion: Camouflaged Object Detection via Conditional Diffusion Models | May 29, 2023 | DenoisingObject | CodeCode Available | 1 | 5 |
| EPSNet: Efficient Panoptic Segmentation Network with Cross-layer Attention Fusion | Mar 23, 2020 | GPUInstance Segmentation | CodeCode Available | 1 | 5 |
| Semi-supervised semantic segmentation needs strong, varied perturbations | Jun 5, 2019 | General ClassificationSegmentation | CodeCode Available | 1 | 5 |
| ACLNet: An Attention and Clustering-based Cloud Segmentation Network | Jul 13, 2022 | ClusteringSegmentation | CodeCode Available | 1 | 5 |
| MudrockNet: Semantic Segmentation of Mudrock SEM Images through Deep Learning | Feb 5, 2021 | Deep LearningImage Segmentation | CodeCode Available | 1 | 5 |
| Consistency-Regularized Region-Growing Network for Semantic Segmentation of Urban Scenes with Point-Level Annotations | Feb 8, 2022 | Semantic Segmentation | CodeCode Available | 1 | 5 |
| A Survey of Self-Supervised and Few-Shot Object Detection | Oct 27, 2021 | Few-Shot Object DetectionInstance Segmentation | CodeCode Available | 1 | 5 |
| Curriculum-style Local-to-global Adaptation for Cross-domain Remote Sensing Image Segmentation | Mar 3, 2022 | Domain AdaptationImage Segmentation | CodeCode Available | 1 | 5 |
| MulT: An End-to-End Multitask Learning Transformer | May 17, 2022 | DecoderDepth Estimation | CodeCode Available | 1 | 5 |
| Multi-Anchor Active Domain Adaptation for Semantic Segmentation | Aug 18, 2021 | Active LearningDomain Adaptation | CodeCode Available | 1 | 5 |
| 3D Indoor Instance Segmentation in an Open-World | Sep 25, 2023 | 3D Instance SegmentationInstance Segmentation | CodeCode Available | 1 | 5 |
| Evaluating the Robustness of Semantic Segmentation for Autonomous Driving against Real-World Adversarial Patch Attacks | Aug 13, 2021 | Autonomous Drivingobject-detection | CodeCode Available | 1 | 5 |
| Multi-Compound Transformer for Accurate Biomedical Image Segmentation | Jun 28, 2021 | image-classificationImage Classification | CodeCode Available | 1 | 5 |
| Multi-Domain Incremental Learning for Semantic Segmentation | Oct 23, 2021 | Incremental LearningScene Segmentation | CodeCode Available | 1 | 5 |
| A Survey on Continual Semantic Segmentation: Theory, Challenge, Method and Application | Oct 22, 2023 | Continual LearningContinual Semantic Segmentation | CodeCode Available | 1 | 5 |
| Multi-Granularity Distillation Scheme Towards Lightweight Semi-Supervised Semantic Segmentation | Aug 22, 2022 | Knowledge DistillationSemantic Segmentation | CodeCode Available | 1 | 5 |
| Prototype-based Incremental Few-Shot Semantic Segmentation | Nov 30, 2020 | Few-Shot Semantic SegmentationIncremental Learning | CodeCode Available | 1 | 5 |
| Multi-Head Distillation for Continual Unsupervised Domain Adaptation in Semantic Segmentation | Apr 25, 2022 | Continual LearningDomain Adaptation | CodeCode Available | 1 | 5 |
| Addressing Failure Detection by Learning Model Confidence | Dec 1, 2019 | image-classificationImage Classification | CodeCode Available | 1 | 5 |
| Is Attention Better Than Matrix Decomposition? | Sep 9, 2021 | Conditional Image GenerationImage Generation | CodeCode Available | 1 | 5 |
| ISBNet: a 3D Point Cloud Instance Segmentation Network with Instance-aware Sampling and Box-aware Dynamic Convolution | Mar 1, 2023 | 3D Instance SegmentationInstance Segmentation | CodeCode Available | 1 | 5 |
| Multi-Loss Weighting with Coefficient of Variations | Sep 3, 2020 | Depth EstimationMonocular Depth Estimation | 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 |
| ASSANet: An Anisotropic Separable Set Abstraction for Efficient Point Cloud Representation Learning | Oct 20, 2021 | 3D Part Segmentation3D Point Cloud Classification | CodeCode Available | 1 | 5 |
| CutMix: Regularization Strategy to Train Strong Classifiers with Localizable Features | May 13, 2019 | Domain GeneralizationImage Captioning | CodeCode Available | 1 | 5 |
| Affinity Attention Graph Neural Network for Weakly Supervised Semantic Segmentation | Jun 8, 2021 | Box-supervised Instance SegmentationGraph Neural Network | CodeCode Available | 1 | 5 |
| MutualNet: Adaptive ConvNet via Mutual Learning from Network Width and Resolution | Sep 27, 2019 | GPUInstance Segmentation | CodeCode Available | 1 | 5 |
| Content-aware Token Sharing for Efficient Semantic Segmentation with Vision Transformers | Jun 3, 2023 | Computational Efficiencyimage-classification | CodeCode Available | 1 | 5 |
| Event-assisted Low-Light Video Object Segmentation | Apr 2, 2024 | ObjectSemantic Segmentation | CodeCode Available | 1 | 5 |
| Curriculum Model Adaptation with Synthetic and Real Data for Semantic Foggy Scene Understanding | Jan 5, 2019 | Domain AdaptationScene Understanding | CodeCode Available | 1 | 5 |
