| DeepTemporalSeg: Temporally Consistent Semantic Segmentation of 3D LiDAR Scans | Jun 17, 2019 | Semantic Segmentation | CodeCode Available | 0 | 5 |
| Automated Design of Deep Learning Methods for Biomedical Image Segmentation | Apr 17, 2019 | Deep LearningImage Segmentation | CodeCode Available | 0 | 5 |
| 3D Semantic Segmentation with Submanifold Sparse Convolutional Networks | Nov 28, 2017 | 3D Semantic SegmentationLIDAR Semantic Segmentation | CodeCode Available | 0 | 5 |
| Deep Structured Prediction with Nonlinear Output Transformations | Nov 1, 2018 | PredictionSemantic Segmentation | CodeCode Available | 0 | 5 |
| NeurReg: Neural Registration and Its Application to Image Segmentation | Oct 4, 2019 | Image RegistrationImage Segmentation | CodeCode Available | 0 | 5 |
| Benchmarking Label Noise in Instance Segmentation: Spatial Noise Matters | Jun 16, 2024 | BenchmarkingInstance Segmentation | CodeCode Available | 0 | 5 |
| Benchmarking Image Perturbations for Testing Automated Driving Assistance Systems | Jan 21, 2025 | Autonomous VehiclesBenchmarking | CodeCode Available | 0 | 5 |
| NeuroQuantify -- An Image Analysis Software for Detection and Quantification of Neurons and Neurites using Deep Learning | Oct 16, 2023 | Image SegmentationSegmentation | CodeCode Available | 0 | 5 |
| NextStop: An Improved Tracker For Panoptic LIDAR Segmentation Data | Jan 8, 2025 | Autonomous DrivingInstance Segmentation | CodeCode Available | 0 | 5 |
| DeepSportLab: a Unified Framework for Ball Detection, Player Instance Segmentation and Pose Estimation in Team Sports Scenes | Dec 1, 2021 | Instance SegmentationPose Estimation | CodeCode Available | 0 | 5 |
| Benchmarking Human and Automated Prompting in the Segment Anything Model | Oct 29, 2024 | BenchmarkingImage Segmentation | CodeCode Available | 0 | 5 |
| DeepSPG: Exploring Deep Semantic Prior Guidance for Low-light Image Enhancement with Multimodal Learning | Apr 27, 2025 | Image EnhancementLow-Light Image Enhancement | CodeCode Available | 0 | 5 |
| Deep Spectral Improvement for Unsupervised Image Instance Segmentation | Feb 4, 2024 | graph partitioningInstance Segmentation | CodeCode Available | 0 | 5 |
| Neural Style Transfer and Unpaired Image-to-Image Translation to deal with the Domain Shift Problem on Spheroid Segmentation | Dec 16, 2021 | Image SegmentationImage-to-Image Translation | CodeCode Available | 0 | 5 |
| AMP: Adaptive Masked Proxies for Few-Shot Segmentation | Oct 1, 2019 | Continual LearningFew-Shot Semantic Segmentation | CodeCode Available | 0 | 5 |
| DeepSkeleton: Learning Multi-task Scale-associated Deep Side Outputs for Object Skeleton Extraction in Natural Images | Sep 13, 2016 | Multi-Task LearningObject | CodeCode Available | 0 | 5 |
| Neural Rate Estimator and Unsupervised Learning for Efficient Distributed Image Analytics in Split-DNN Models | Jan 1, 2023 | image-classificationImage Classification | CodeCode Available | 0 | 5 |
| Neural Scene Decomposition for Multi-Person Motion Capture | Mar 13, 2019 | 3D geometry3D Pose Estimation | CodeCode Available | 0 | 5 |
| NeuroNet: Fast and Robust Reproduction of Multiple Brain Image Segmentation Pipelines | Jun 11, 2018 | Brain Image SegmentationBrain Segmentation | CodeCode Available | 0 | 5 |
| Nighttime sky/cloud image segmentation | May 30, 2017 | Image SegmentationSegmentation | CodeCode Available | 0 | 5 |
| Deep Semantic Segmentation in an AUV for Online Posidonia Oceanica Meadows identification | Jun 22, 2018 | SegmentationSemantic Segmentation | CodeCode Available | 0 | 5 |
| Neural Gas Network Image Features and Segmentation for Brain Tumor Detection Using Magnetic Resonance Imaging Data | Jan 28, 2023 | Binary ClassificationClassification | CodeCode Available | 0 | 5 |
| BEiT v2: Masked Image Modeling with Vector-Quantized Visual Tokenizers | Aug 12, 2022 | image-classificationImage Classification | CodeCode Available | 0 | 5 |
| Deep Semantic Segmentation at the Edge for Autonomous Navigation in Vineyard Rows | Jul 1, 2021 | Autonomous NavigationSegmentation | CodeCode Available | 0 | 5 |
| Deep Semantic Model Fusion for Ancient Agricultural Terrace Detection | Aug 4, 2023 | SegmentationSemantic Segmentation | CodeCode Available | 0 | 5 |
| Neural Network Meta Classifier: Improving the Reliability of Anomaly Segmentation | Dec 14, 2024 | Anomaly Segmentationregression | CodeCode Available | 0 | 5 |
| A Modular System for Enhanced Robustness of Multimedia Understanding Networks via Deep Parametric Estimation | Feb 28, 2024 | Data AugmentationDomain Adaptation | CodeCode Available | 0 | 5 |
| Deep Segmentation and Registration in X-Ray Angiography Video | May 16, 2018 | Optical Flow EstimationPosition | CodeCode Available | 0 | 5 |
| Negligible effect of brain MRI data preprocessing for tumor segmentation | Apr 11, 2022 | AnatomyDenoising | CodeCode Available | 0 | 5 |
| NDDR-CNN: Layerwise Feature Fusing in Multi-Task CNNs by Neural Discriminative Dimensionality Reduction | Jan 25, 2018 | Multi-Task LearningSemantic Segmentation | CodeCode Available | 0 | 5 |
| 3D Semantic Segmentation of Modular Furniture using rjMCMC | May 15, 2017 | 3D Semantic Segmentationfurniture segmentation | CodeCode Available | 0 | 5 |
| Neural networks for topology optimization | Sep 27, 2017 | DecoderDeep Learning | CodeCode Available | 0 | 5 |
| MWSIS: Multimodal Weakly Supervised Instance Segmentation with 2D Box Annotations for Autonomous Driving | Dec 12, 2023 | 3D Instance SegmentationAutonomous Driving | CodeCode Available | 0 | 5 |
| DeepPyramid: Enabling Pyramid View and Deformable Pyramid Reception for Semantic Segmentation in Cataract Surgery Videos | Jul 4, 2022 | SegmentationSemantic Segmentation | CodeCode Available | 0 | 5 |
| MV-MOS: Multi-View Feature Fusion for 3D Moving Object Segmentation | Aug 20, 2024 | Autonomous DrivingMamba | CodeCode Available | 0 | 5 |
| Bayesian Volumetric Autoregressive generative models for better semisupervised learning | Jul 26, 2019 | General ClassificationSemantic Segmentation | CodeCode Available | 0 | 5 |
| AdaContour: Adaptive Contour Descriptor with Hierarchical Representation | Apr 12, 2024 | Instance SegmentationSemantic Segmentation | CodeCode Available | 0 | 5 |
| Multi-view shape estimation of transparent containers | Nov 27, 2019 | Semantic Segmentation | CodeCode Available | 0 | 5 |
| Mushroom Segmentation and 3D Pose Estimation from Point Clouds using Fully Convolutional Geometric Features and Implicit Pose Encoding | Apr 17, 2024 | 3D Pose EstimationInstance Segmentation | CodeCode Available | 0 | 5 |
| Mutual Query Network for Multi-Modal Product Image Segmentation | Jun 26, 2023 | Image SegmentationSegmentation | CodeCode Available | 0 | 5 |
| Deep Neural Networks with Box Convolutions | Dec 1, 2018 | Semantic Segmentation | CodeCode Available | 0 | 5 |
| Deep Neural Networks Motivated by Partial Differential Equations | Apr 12, 2018 | Denoisingimage-classification | CodeCode Available | 0 | 5 |
| Unsupervised Object Segmentation by Redrawing | May 27, 2019 | ObjectSegmentation | CodeCode Available | 0 | 5 |
| Neural Networks with Divisive normalization for image segmentation with application in cityscapes dataset | Mar 25, 2022 | Image SegmentationSegmentation | CodeCode Available | 0 | 5 |
| Multi-task Planar Reconstruction with Feature Warping Guidance | Nov 25, 2023 | 3D ReconstructionInstance Segmentation | CodeCode Available | 0 | 5 |
| Amodal Instance Segmentation With KINS Dataset | Jun 1, 2019 | Amodal Instance SegmentationInstance Segmentation | CodeCode Available | 0 | 5 |
| Multi-Task Meta Learning: learn how to adapt to unseen tasks | Oct 13, 2022 | Depth EstimationEdge Detection | CodeCode Available | 0 | 5 |
| Multi-to-Single Knowledge Distillation for Point Cloud Semantic Segmentation | Apr 28, 2023 | Knowledge DistillationSemantic Segmentation | CodeCode Available | 0 | 5 |
| Deep Nets with Subsampling Layers Unwittingly Discard Useful Activations at Test-Time | Oct 1, 2024 | image-classificationImage Classification | CodeCode Available | 0 | 5 |
| Multi-Task Learning for Segmentation of Building Footprints with Deep Neural Networks | Sep 18, 2017 | Multi-Task LearningSegmentation | CodeCode Available | 0 | 5 |
