| BenchCloudVision: A Benchmark Analysis of Deep Learning Approaches for Cloud Detection and Segmentation in Remote Sensing Imagery | Feb 21, 2024 | Body DetectionCloud Detection | CodeCode Available | 1 | 5 |
| Detection and Retrieval of Out-of-Distribution Objects in Semantic Segmentation | May 14, 2020 | Dimensionality ReductionImage Retrieval | CodeCode Available | 1 | 5 |
| Benchmarking and Analysis of Unsupervised Object Segmentation from Real-world Single Images | Dec 8, 2023 | BenchmarkingObject | CodeCode Available | 1 | 5 |
| LineFormer: Rethinking Line Chart Data Extraction as Instance Segmentation | May 3, 2023 | Data Visualizationdocument understanding | CodeCode Available | 1 | 5 |
| Breaking Shortcut: Exploring Fully Convolutional Cycle-Consistency for Video Correspondence Learning | May 12, 2021 | Landmark TrackingPose Tracking | CodeCode Available | 1 | 5 |
| Detection and Segmentation of Lesion Areas in Chest CT Scans For The Prediction of COVID-19 | Oct 26, 2020 | COVID-19 DiagnosisCOVID-19 Image Segmentation | CodeCode Available | 1 | 5 |
| Deep Multi-Threshold Spiking-UNet for Image Processing | Jul 20, 2023 | DenoisingImage Segmentation | CodeCode Available | 1 | 5 |
| Lite-HRNet: A Lightweight High-Resolution Network | Apr 13, 2021 | Pose EstimationReal-Time Semantic Segmentation | CodeCode Available | 1 | 5 |
| MISm: A Medical Image Segmentation Metric for Evaluation of weak labeled Data | Oct 24, 2022 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| LinkNet: Exploiting Encoder Representations for Efficient Semantic Segmentation | Jun 14, 2017 | GPUScene Understanding | CodeCode Available | 1 | 5 |
| Mirror Complementary Transformer Network for RGB-thermal Salient Object Detection | Jul 7, 2022 | Autonomous Drivingobject-detection | CodeCode Available | 1 | 5 |
| SUPS: A Simulated Underground Parking Scenario Dataset for Autonomous Driving | Feb 25, 2023 | 3D ReconstructionAutonomous Driving | CodeCode Available | 1 | 5 |
| Detecting Anomalies in Semantic Segmentation with Prototypes | Jun 1, 2021 | Anomaly SegmentationSegmentation | CodeCode Available | 1 | 5 |
| MI-SegNet: Mutual Information-Based US Segmentation for Unseen Domain Generalization | Mar 22, 2023 | AnatomyDisentanglement | CodeCode Available | 1 | 5 |
| Detect, consolidate, delineate: scalable mapping of field boundaries using satellite images | Jun 4, 2021 | Instance SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| LLMBind: A Unified Modality-Task Integration Framework | Feb 22, 2024 | AI AgentAudio Generation | CodeCode Available | 1 | 5 |
| LIVECell—A large-scale dataset for label-free live cell segmentation | Aug 30, 2021 | Cell SegmentationCultural Vocal Bursts Intensity Prediction | CodeCode Available | 1 | 5 |
| Livelayer: A Semi-Automatic Software Program for Segmentation of Layers and Diabetic Macular Edema in Optical Coherence Tomography Images | Mar 12, 2020 | Image SegmentationSegmentation | CodeCode Available | 1 | 5 |
| LKCell: Efficient Cell Nuclei Instance Segmentation with Large Convolution Kernels | Jul 25, 2024 | Cell SegmentationDecoder | CodeCode Available | 1 | 5 |
| MISeval: a Metric Library for Medical Image Segmentation Evaluation | Jan 23, 2022 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| Benchmarking Segmentation Models with Mask-Preserved Attribute Editing | Mar 2, 2024 | AttributeBenchmarking | CodeCode Available | 1 | 5 |
| MisMatch: Calibrated Segmentation via Consistency on Differential Morphological Feature Perturbations with Limited Labels | Oct 23, 2021 | Decoderimage-classification | CodeCode Available | 1 | 5 |
| Design of a Graphical User Interface for Few-Shot Machine Learning Classification of Electron Microscopy Data | Jul 21, 2021 | Few-Shot LearningImage Segmentation | CodeCode Available | 1 | 5 |
| Swin2-MoSE: A New Single Image Super-Resolution Model for Remote Sensing | Apr 29, 2024 | Image Super-ResolutionMixture-of-Experts | CodeCode Available | 1 | 5 |
| Deep Variational Instance Segmentation | Jul 22, 2020 | Instance SegmentationSegmentation | CodeCode Available | 1 | 5 |
| LM-Net: A Light-weight and Multi-scale Network for Medical Image Segmentation | Jan 7, 2025 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| Detect Any Shadow: Segment Anything for Video Shadow Detection | May 26, 2023 | Image SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| Swin-LiteMedSAM: A Lightweight Box-Based Segment Anything Model for Large-Scale Medical Image Datasets | Sep 11, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| DermSynth3D: Synthesis of in-the-wild Annotated Dermatology Images | May 22, 2023 | Semantic Segmentation | CodeCode Available | 1 | 5 |
| 2D Semantic-Guided Semantic Scene Completion | Sep 12, 2024 | 2D Semantic Segmentation3D Semantic Scene Completion | CodeCode Available | 1 | 5 |
| DeepVoxNet2: Yet another CNN framework | Nov 17, 2022 | image-classificationImage Classification | CodeCode Available | 1 | 5 |
| A Multi-Level Approach to Waste Object Segmentation | Jul 8, 2020 | ObjectSegmentation | CodeCode Available | 1 | 5 |
| DeSAM: Decoupled Segment Anything Model for Generalizable Medical Image Segmentation | Jun 1, 2023 | DecoderDomain Generalization | CodeCode Available | 1 | 5 |
| Local Temperature Scaling for Probability Calibration | Aug 12, 2020 | Brain SegmentationSegmentation | CodeCode Available | 1 | 5 |
| Bending Reality: Distortion-aware Transformers for Adapting to Panoramic Semantic Segmentation | Mar 2, 2022 | Domain AdaptationScene Understanding | CodeCode Available | 1 | 5 |
| Swin-Unet: Unet-like Pure Transformer for Medical Image Segmentation | May 12, 2021 | Cardiac SegmentationDecoder | CodeCode Available | 1 | 5 |
| SynDrone -- Multi-modal UAV Dataset for Urban Scenarios | Aug 21, 2023 | Semantic Segmentation | CodeCode Available | 1 | 5 |
| Location-Sensitive Visual Recognition with Cross-IOU Loss | Apr 11, 2021 | 2D Human Pose EstimationInstance Segmentation | CodeCode Available | 1 | 5 |
| Transfer Learning from Synthetic to Real LiDAR Point Cloud for Semantic Segmentation | Jul 12, 2021 | 3D Unsupervised Domain AdaptationData Augmentation | CodeCode Available | 1 | 5 |
| DEFN: Dual-Encoder Fourier Group Harmonics Network for Three-Dimensional Indistinct-Boundary Object Segmentation | Nov 1, 2023 | 3D ReconstructionData Augmentation | CodeCode Available | 1 | 5 |
| Learning with Unmasked Tokens Drives Stronger Vision Learners | Oct 20, 2023 | AttributeDecoder | CodeCode Available | 1 | 5 |
| Deformable ConvNets v2: More Deformable, Better Results | Nov 27, 2018 | Instance SegmentationObject | CodeCode Available | 1 | 5 |
| Deformable Convolutional Networks | Mar 17, 2017 | Object DetectionSemantic Segmentation | CodeCode Available | 1 | 5 |
| LogoSP: Local-global Grouping of Superpoints for Unsupervised Semantic Segmentation of 3D Point Clouds | Jun 9, 2025 | 3D Semantic SegmentationSegmentation | CodeCode Available | 1 | 5 |
| Mining Unseen Classes via Regional Objectness: A Simple Baseline for Incremental Segmentation | Nov 13, 2022 | Class-Incremental Semantic SegmentationContinual Learning | CodeCode Available | 1 | 5 |
| Long-Tailed Classification by Keeping the Good and Removing the Bad Momentum Causal Effect | Sep 28, 2020 | Causal Inferencecounterfactual | CodeCode Available | 1 | 5 |
| Deformable Kernel Networks for Joint Image Filtering | Oct 17, 2019 | Depth Map Super-ResolutionImage Restoration | CodeCode Available | 1 | 5 |
| Deformable Mamba for Wide Field of View Segmentation | Nov 25, 2024 | DecoderMamba | CodeCode Available | 1 | 5 |
| BerDiff: Conditional Bernoulli Diffusion Model for Medical Image Segmentation | Apr 10, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| Depthformer : Multiscale Vision Transformer For Monocular Depth Estimation With Local Global Information Fusion | Jul 10, 2022 | DecoderDepth Estimation | CodeCode Available | 1 | 5 |
