| ALPS: An Auto-Labeling and Pre-training Scheme for Remote Sensing Segmentation With Segment Anything Model | Jun 16, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| GrabS: Generative Embodied Agent for 3D Object Segmentation without Scene Supervision | Apr 16, 2025 | ObjectSemantic Segmentation | CodeCode Available | 1 |
| Backdoor Attacks for Remote Sensing Data with Wavelet Transform | Nov 15, 2022 | Backdoor Attackbackdoor defense | CodeCode Available | 1 |
| Background Activation Suppression for Weakly Supervised Object Localization and Semantic Segmentation | Sep 22, 2023 | ObjectObject Localization | CodeCode Available | 1 |
| Deliberated Domain Bridging for Domain Adaptive Semantic Segmentation | Sep 16, 2022 | Domain AdaptationImage-to-Image Translation | CodeCode Available | 1 |
| Graph Flow: Cross-layer Graph Flow Distillation for Dual Efficient Medical Image Segmentation | Mar 16, 2022 | Image SegmentationKnowledge Distillation | CodeCode Available | 1 |
| Background-Aware Pooling and Noise-Aware Loss for Weakly-Supervised Semantic Segmentation | Apr 2, 2021 | ObjectSegmentation | CodeCode Available | 1 |
| Alternate Diverse Teaching for Semi-supervised Medical Image Segmentation | Nov 29, 2023 | Data AugmentationImage Segmentation | CodeCode Available | 1 |
| Delving into Crispness: Guided Label Refinement for Crisp Edge Detection | Jun 27, 2023 | Edge DetectionImage Segmentation | CodeCode Available | 1 |
| DenseHybrid: Hybrid Anomaly Detection for Dense Open-set Recognition | Jul 6, 2022 | Anomaly DetectionOpen Set Learning | CodeCode Available | 1 |
| DEFN: Dual-Encoder Fourier Group Harmonics Network for Three-Dimensional Indistinct-Boundary Object Segmentation | Nov 1, 2023 | 3D ReconstructionData Augmentation | CodeCode Available | 1 |
| 1st Place Solution for the 5th LSVOS Challenge: Video Instance Segmentation | Aug 28, 2023 | Autonomous DrivingDenoising | CodeCode Available | 1 |
| Active Negative Loss: A Robust Framework for Learning with Noisy Labels | Dec 3, 2024 | Image SegmentationLearning with noisy labels | CodeCode Available | 1 |
| Group-Wise Learning for Weakly Supervised Semantic Segmentation | Dec 1, 2021 | Graph Neural NetworkObject Localization | CodeCode Available | 1 |
| GrowSP: Unsupervised Semantic Segmentation of 3D Point Clouds | May 25, 2023 | 3D Semantic SegmentationSegmentation | CodeCode Available | 1 |
| GSPN: Generative Shape Proposal Network for 3D Instance Segmentation in Point Cloud | Dec 8, 2018 | 3D Instance Segmentation3D Object Detection | CodeCode Available | 1 |
| Active Pointly-Supervised Instance Segmentation | Jul 23, 2022 | Active LearningInstance Segmentation | CodeCode Available | 1 |
| Guided Point Contrastive Learning for Semi-supervised Point Cloud Semantic Segmentation | Oct 15, 2021 | 3D Semantic SegmentationContrastive Learning | CodeCode Available | 1 |
| Open-vocabulary Object Segmentation with Diffusion Models | Jan 12, 2023 | Image SegmentationObject | CodeCode Available | 1 |
| Bag of Tricks for Image Classification with Convolutional Neural Networks | Dec 4, 2018 | Domain GeneralizationGeneral Classification | CodeCode Available | 1 |
| Hard Negative Mixing for Contrastive Learning | Oct 2, 2020 | Contrastive LearningData Augmentation | CodeCode Available | 1 |
| Balanced Energy Regularization Loss for Out-of-distribution Detection | Jun 18, 2023 | Classificationimage-classification | CodeCode Available | 1 |
| HarDNet-DFUS: An Enhanced Harmonically-Connected Network for Diabetic Foot Ulcer Image Segmentation and Colonoscopy Polyp Segmentation | Sep 15, 2022 | DecoderImage Segmentation | CodeCode Available | 1 |
| Balanced Meta-Softmax for Long-Tailed Visual Recognition | Jul 21, 2020 | General ClassificationInstance Segmentation | CodeCode Available | 1 |
| Adversarial Examples for Semantic Segmentation and Object Detection | Mar 24, 2017 | Adversarial Attackimage-classification | CodeCode Available | 1 |
| Deformable ConvNets v2: More Deformable, Better Results | Nov 27, 2018 | Instance SegmentationObject | CodeCode Available | 1 |
| Adversarial Dual-Student with Differentiable Spatial Warping for Semi-Supervised Semantic Segmentation | Mar 5, 2022 | Data AugmentationPseudo Label | CodeCode Available | 1 |
| DeepVoxNet2: Yet another CNN framework | Nov 17, 2022 | image-classificationImage Classification | CodeCode Available | 1 |
| AME-CAM: Attentive Multiple-Exit CAM for Weakly Supervised Segmentation on MRI Brain Tumor | Jun 26, 2023 | Brain Tumor SegmentationSegmentation | CodeCode Available | 1 |
| BAPA-Net: Boundary Adaptation and Prototype Alignment for Cross-Domain Semantic Segmentation | Jan 1, 2021 | Domain AdaptationSegmentation | CodeCode Available | 1 |
| HEAL-SWIN: A Vision Transformer On The Sphere | Jul 14, 2023 | Autonomous DrivingSemantic Segmentation | CodeCode Available | 1 |
| BARS: A Benchmark for Airport Runway Segmentation | Oct 24, 2022 | Instance SegmentationSegmentation | CodeCode Available | 1 |
| Deformable Convolutional Networks | Mar 17, 2017 | Object DetectionSemantic Segmentation | CodeCode Available | 1 |
| DeepSportradar-v1: Computer Vision Dataset for Sports Understanding with High Quality Annotations | Aug 17, 2022 | Camera CalibrationInstance Segmentation | CodeCode Available | 1 |
| Baseline Systems and Evaluation Metrics for Spatial Semantic Segmentation of Sound Scenes | Mar 28, 2025 | Audio TaggingSemantic Segmentation | CodeCode Available | 1 |
| HGFormer: Hierarchical Grouping Transformer for Domain Generalized Semantic Segmentation | May 22, 2023 | Domain GeneralizationSegmentation | CodeCode Available | 1 |
| Hi-End-MAE: Hierarchical encoder-driven masked autoencoders are stronger vision learners for medical image segmentation | Feb 12, 2025 | Computational EfficiencyImage Segmentation | CodeCode Available | 1 |
| Hierarchical Aggregation for 3D Instance Segmentation | Aug 5, 2021 | 3D Instance SegmentationClustering | CodeCode Available | 1 |
| Unified Focal loss: Generalising Dice and cross entropy-based losses to handle class imbalanced medical image segmentation | Feb 8, 2021 | Image SegmentationMedical Image Analysis | CodeCode Available | 1 |
| Hierarchical Dense Correlation Distillation for Few-Shot Segmentation | Mar 26, 2023 | Few-Shot Semantic SegmentationSegmentation | CodeCode Available | 1 |
| A Robust Feature Downsampling Module for Remote Sensing Visual Tasks | Jun 1, 2023 | image-classificationImage Classification | CodeCode Available | 1 |
| Bridge the Points: Graph-based Few-shot Segment Anything Semantically | Oct 9, 2024 | Few-Shot Semantic SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Deep Structured Instance Graph for Distilling Object Detectors | Sep 27, 2021 | Instance SegmentationKnowledge Distillation | CodeCode Available | 1 |
| Deep Multi-Threshold Spiking-UNet for Image Processing | Jul 20, 2023 | DenoisingImage Segmentation | CodeCode Available | 1 |
| 1st Place Solution for the UVO Challenge on Image-based Open-World Segmentation 2021 | Oct 19, 2021 | Instance SegmentationObject | CodeCode Available | 1 |
| Multi-Modal and Multi-Resolution Data Fusion for High-Resolution Cloud Removal: A Novel Baseline and Benchmark | Jan 9, 2023 | Cloud RemovalImage Reconstruction | CodeCode Available | 1 |
| Amodal Cityscapes: A New Dataset, its Generation, and an Amodal Semantic Segmentation Challenge Baseline | Jun 1, 2022 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| High-Resolution Representations for Labeling Pixels and Regions | Apr 9, 2019 | Face AlignmentFacial Landmark Detection | CodeCode Available | 1 |
| Deep Variational Instance Segmentation | Jul 22, 2020 | Instance SegmentationSegmentation | CodeCode Available | 1 |
| Deformable Kernel Networks for Joint Image Filtering | Oct 17, 2019 | Depth Map Super-ResolutionImage Restoration | CodeCode Available | 1 |
