| Interactive 3D Medical Image Segmentation with SAM 2 | Aug 5, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Deep Multimodal Fusion by Channel Exchanging | Nov 10, 2020 | Image-to-Image TranslationSemantic Segmentation | CodeCode Available | 1 |
| DeepSatData: Building large scale datasets of satellite images for training machine learning models | Apr 28, 2021 | BIG-bench Machine LearningSemantic Segmentation | CodeCode Available | 1 |
| FAPIS: A Few-shot Anchor-free Part-based Instance Segmenter | Mar 31, 2021 | Few-shot Instance SegmentationFew-Shot Learning | CodeCode Available | 1 |
| AIO2: Online Correction of Object Labels for Deep Learning with Incomplete Annotation in Remote Sensing Image Segmentation | Mar 3, 2024 | Earth ObservationImage Segmentation | CodeCode Available | 1 |
| Far Away in the Deep Space: Dense Nearest-Neighbor-Based Out-of-Distribution Detection | Nov 12, 2022 | Anomaly DetectionDensity Estimation | CodeCode Available | 1 |
| AIO-P: Expanding Neural Performance Predictors Beyond Image Classification | Nov 30, 2022 | 2D Human Pose EstimationClassification | CodeCode Available | 1 |
| Fashionpedia: Ontology, Segmentation, and an Attribute Localization Dataset | Apr 26, 2020 | AttributeFine-Grained Visual Categorization | CodeCode Available | 1 |
| AI Playground: Unreal Engine-based Data Ablation Tool for Deep Learning | Jul 13, 2020 | Data AblationDepth Estimation | CodeCode Available | 1 |
| Fast and Efficient Transformer-based Method for Bird's Eye View Instance Prediction | Nov 11, 2024 | Autonomous VehiclesInstance Segmentation | CodeCode Available | 1 |
| Deep Metric Learning for Open World Semantic Segmentation | Aug 10, 2021 | Autonomous DrivingFew-Shot Learning | CodeCode Available | 1 |
| Adversarial Learning for Semi-Supervised Semantic Segmentation | Feb 22, 2018 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Fast Object Segmentation Learning with Kernel-based Methods for Robotics | Nov 25, 2020 | ObjectSemantic Segmentation | CodeCode Available | 1 |
| Fast Point Transformer | Dec 9, 2021 | 3D Semantic SegmentationComputational Efficiency | CodeCode Available | 1 |
| 3D Part Guided Image Editing for Fine-Grained Object Understanding | Jun 1, 2020 | Autonomous DrivingInstance Segmentation | CodeCode Available | 1 |
| Beyond One Shot, Beyond One Perspective: Cross-View and Long-Horizon Distillation for Better LiDAR Representations | Jul 7, 2025 | 3D Object DetectionAutonomous Driving | CodeCode Available | 1 |
| DeepMIM: Deep Supervision for Masked Image Modeling | Mar 15, 2023 | image-classificationImage Classification | CodeCode Available | 1 |
| Deep-learning in the bioimaging wild: Handling ambiguous data with deepflash2 | Nov 12, 2021 | Deep LearningInstance Segmentation | CodeCode Available | 1 |
| AI-SAM: Automatic and Interactive Segment Anything Model | Dec 5, 2023 | Medical Image SegmentationSemantic Segmentation | CodeCode Available | 1 |
| FCCDN: Feature Constraint Network for VHR Image Change Detection | May 23, 2021 | Change DetectionDecoder | CodeCode Available | 1 |
| ACC-UNet: A Completely Convolutional UNet model for the 2020s | Aug 25, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Automated Olfactory Bulb Segmentation on High Resolutional T2-Weighted MRI | Aug 9, 2021 | Deep LearningSegmentation | CodeCode Available | 1 |
| Deeply supervised salient object detection with short connections | Nov 15, 2016 | Boundary DetectionObject | CodeCode Available | 1 |
| 1st Place Solution for 5th LSVOS Challenge: Referring Video Object Segmentation | Jan 1, 2024 | ObjectReferring Video Object Segmentation | CodeCode Available | 1 |
| DeepScores -- A Dataset for Segmentation, Detection and Classification of Tiny Objects | Mar 27, 2018 | General ClassificationObject | CodeCode Available | 1 |
| Deep Learning based Food Instance Segmentation using Synthetic Data | Jul 15, 2021 | Deep LearningInstance Segmentation | CodeCode Available | 1 |
| Feature Pyramid Network for Multi-Class Land Segmentation | Jun 9, 2018 | DecoderGeneral Classification | CodeCode Available | 1 |
| Artificial Pupil Dilation for Data Augmentation in Iris Semantic Segmentation | Dec 24, 2022 | Data AugmentationIris Recognition | CodeCode Available | 1 |
| Beyond One-to-One: Rethinking the Referring Image Segmentation | Aug 26, 2023 | DecoderImage Segmentation | CodeCode Available | 1 |
| Deep learning based geometric registration for medical images: How accurate can we get without visual features? | Mar 1, 2021 | DecoderDescriptive | CodeCode Available | 1 |
| Deep learning approach to left ventricular non-compaction measurement | Nov 30, 2020 | CPUDeep Learning | CodeCode Available | 1 |
| Beyond Semantic to Instance Segmentation: Weakly-Supervised Instance Segmentation via Semantic Knowledge Transfer and Self-Refinement | Sep 20, 2021 | Image-level Supervised Instance SegmentationInstance Segmentation | CodeCode Available | 1 |
| ACCT is a fast and accessible automatic cell counting tool using machine learning for 2D image segmentation | May 22, 2023 | Automatic Cell CountingImage Segmentation | CodeCode Available | 1 |
| Federated nnU-Net for Privacy-Preserving Medical Image Segmentation | Mar 4, 2025 | Federated LearningImage Segmentation | CodeCode Available | 1 |
| Deep Learning Based Brain Tumor Segmentation: A Survey | Jul 18, 2020 | Brain Tumor SegmentationDeep Learning | CodeCode Available | 1 |
| FedMix: Mixed Supervised Federated Learning for Medical Image Segmentation | May 4, 2022 | Federated LearningImage Segmentation | CodeCode Available | 1 |
| Few-shot 3D Point Cloud Semantic Segmentation | Jun 22, 2020 | Few-shot 3D Point Cloud Semantic SegmentationSegmentation | CodeCode Available | 1 |
| Few-Shot Medical Image Segmentation via a Region-enhanced Prototypical Transformer | Sep 9, 2023 | DiversityFew-Shot Learning | CodeCode Available | 1 |
| Beyond Self-Supervision: A Simple Yet Effective Network Distillation Alternative to Improve Backbones | Mar 10, 2021 | Knowledge Distillationobject-detection | CodeCode Available | 1 |
| Few Shot Part Segmentation Reveals Compositional Logic for Industrial Anomaly Detection | Dec 21, 2023 | Anomaly DetectionSegmentation | CodeCode Available | 1 |
| Few-shot Structure-Informed Machinery Part Segmentation with Foundation Models and Graph Neural Networks | Jan 17, 2025 | Few-Shot Semantic SegmentationSegmentation | CodeCode Available | 1 |
| Few-shot Unsupervised Domain Adaptation for Multi-modal Cardiac Image Segmentation | Jan 28, 2022 | Domain AdaptationImage Segmentation | CodeCode Available | 1 |
| DeepIPC: Deeply Integrated Perception and Control for an Autonomous Vehicle in Real Environments | Jul 20, 2022 | Autonomous DrivingSemantic Segmentation | CodeCode Available | 1 |
| Deep Instruction Tuning for Segment Anything Model | Mar 31, 2024 | DecoderImage Segmentation | CodeCode Available | 1 |
| Deep Label Distribution Learning with Label Ambiguity | Nov 6, 2016 | Age EstimationClassification | CodeCode Available | 1 |
| FIERY: Future Instance Prediction in Bird's-Eye View from Surround Monocular Cameras | Apr 21, 2021 | Autonomous DrivingBird's-Eye View Semantic Segmentation | CodeCode Available | 1 |
| Background Matters: A Cross-view Bidirectional Modeling Framework for Semi-supervised Medical Image Segmentation | May 22, 2025 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| ACTION++: Improving Semi-supervised Medical Image Segmentation with Adaptive Anatomical Contrast | Apr 5, 2023 | Contrastive LearningImage Segmentation | CodeCode Available | 1 |
| A Large-Scale Benchmark for Food Image Segmentation | May 12, 2021 | Image SegmentationSegmentation | CodeCode Available | 1 |
| Background-Aware Pooling and Noise-Aware Loss for Weakly-Supervised Semantic Segmentation | Apr 2, 2021 | ObjectSegmentation | CodeCode Available | 1 |
