| Semi-supervised semantic segmentation needs strong, varied perturbations | Jun 5, 2019 | General ClassificationSegmentation | CodeCode Available | 1 | 5 |
| Learning RGB-D Feature Embeddings for Unseen Object Instance Segmentation | Jul 30, 2020 | ClusteringInstance Segmentation | CodeCode Available | 1 | 5 |
| BPNet: Bézier Primitive Segmentation on 3D Point Clouds | Jul 8, 2023 | Point Cloud SegmentationSegmentation | CodeCode Available | 1 | 5 |
| BPKD: Boundary Privileged Knowledge Distillation For Semantic Segmentation | Jun 13, 2023 | Knowledge DistillationSegmentation | CodeCode Available | 1 | 5 |
| A SAM-guided and Match-based Semi-Supervised Segmentation Framework for Medical Imaging | Nov 25, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| CoactSeg: Learning from Heterogeneous Data for New Multiple Sclerosis Lesion Segmentation | Jul 10, 2023 | AllLesion Segmentation | CodeCode Available | 1 | 5 |
| Learning Quality-aware Dynamic Memory for Video Object Segmentation | Jul 16, 2022 | SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| Echocardiography Segmentation with Enforced Temporal Consistency | Dec 3, 2021 | Segmentation | CodeCode Available | 1 | 5 |
| Learning Saliency Propagation for Semi-Supervised Instance Segmentation | Jun 1, 2020 | Instance Segmentationobject-detection | CodeCode Available | 1 | 5 |
| Coarse-to-Fine Amodal Segmentation with Shape Prior | Aug 31, 2023 | ObjectSegmentation | CodeCode Available | 1 | 5 |
| ASC-Net : Adversarial-based Selective Network for Unsupervised Anomaly Segmentation | Mar 5, 2021 | Anomaly SegmentationBrain Tumor Segmentation | CodeCode Available | 1 | 5 |
| Coarse-to-Fine Covid-19 Segmentation via Vision-Language Alignment | Mar 1, 2023 | Medical Image SegmentationSegmentation | CodeCode Available | 1 | 5 |
| EditGAN: High-Precision Semantic Image Editing | Nov 4, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| Learning Local and Global Temporal Contexts for Video Semantic Segmentation | Apr 7, 2022 | SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| Effect of Prior-based Losses on Segmentation Performance: A Benchmark | Jan 7, 2022 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| Coarse to Fine Multi-Resolution Temporal Convolutional Network | May 23, 2021 | Action SegmentationDecoder | CodeCode Available | 1 | 5 |
| Efficient and Accurate Arbitrary-Shaped Text Detection with Pixel Aggregation Network | Aug 16, 2019 | Scene Text DetectionSegmentation | CodeCode Available | 1 | 5 |
| Efficient Betti Matching Enables Topology-Aware 3D Segmentation via Persistent Homology | Jul 5, 2024 | SegmentationTopological Data Analysis | CodeCode Available | 1 | 5 |
| CaRe-Ego: Contact-aware Relationship Modeling for Egocentric Interactive Hand-object Segmentation | Jul 8, 2024 | DecoderObject | CodeCode Available | 1 | 5 |
| An open-source deep learning algorithm for efficient and fully-automatic analysis of the choroid in optical coherence tomography | Jul 3, 2023 | CPUSegmentation | CodeCode Available | 1 | 5 |
| Learning Pairwise Inter-Plane Relations for Piecewise Planar Reconstruction | Aug 1, 2020 | Segmentation | CodeCode Available | 1 | 5 |
| BoxTeacher: Exploring High-Quality Pseudo Labels for Weakly Supervised Instance Segmentation | Oct 11, 2022 | Box-supervised Instance SegmentationInstance Segmentation | CodeCode Available | 1 | 5 |
| Efficient Connectivity-Preserving Instance Segmentation with Supervoxel-Based Loss Function | Jan 2, 2025 | Instance SegmentationSegmentation | CodeCode Available | 1 | 5 |
| PaCa-ViT: Learning Patch-to-Cluster Attention in Vision Transformers | Mar 22, 2022 | Clusteringimage-classification | CodeCode Available | 1 | 5 |
| AerialFormer: Multi-resolution Transformer for Aerial Image Segmentation | Jun 12, 2023 | DecoderImage Segmentation | CodeCode Available | 1 | 5 |
| Conservative-Progressive Collaborative Learning for Semi-supervised Semantic Segmentation | Nov 30, 2022 | SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| Efficient Mask Correction for Click-Based Interactive Image Segmentation | Jan 1, 2023 | Image SegmentationSegmentation | CodeCode Available | 1 | 5 |
| Efficient Inference in Fully Connected CRFs with Gaussian Edge Potentials | Oct 20, 2012 | Image SegmentationSegmentation | CodeCode Available | 1 | 5 |
| CoNIC Challenge: Pushing the Frontiers of Nuclear Detection, Segmentation, Classification and Counting | Mar 11, 2023 | Nuclear SegmentationSegmentation | CodeCode Available | 1 | 5 |
| 3D-GRES: Generalized 3D Referring Expression Segmentation | Jul 30, 2024 | ObjectReferring Expression | CodeCode Available | 1 | 5 |
| Code-free development and deployment of deep segmentation models for digital pathology | Nov 16, 2021 | Active LearningDiagnostic | CodeCode Available | 1 | 5 |
| A self-supervised learning strategy for postoperative brain cavity segmentation simulating resections | May 24, 2021 | Image SegmentationSegmentation | CodeCode Available | 1 | 5 |
| Aerial Imagery Pixel-level Segmentation | Dec 3, 2020 | Data AugmentationSegmentation | CodeCode Available | 1 | 5 |
| Efficient Multiscale Object-based Superpixel Framework | Apr 7, 2022 | ObjectSegmentation | CodeCode Available | 1 | 5 |
| PanoOcc: Unified Occupancy Representation for Camera-based 3D Panoptic Segmentation | Jun 16, 2023 | 3D Panoptic SegmentationAutonomous Driving | CodeCode Available | 1 | 5 |
| Panoptic 3D Scene Reconstruction From a Single RGB Image | Nov 3, 2021 | 2D Panoptic Segmentation3D Instance Segmentation | CodeCode Available | 1 | 5 |
| Context-self contrastive pretraining for crop type semantic segmentation | Apr 9, 2021 | Contrastive LearningSegmentation | CodeCode Available | 1 | 5 |
| Learning Pixel-level Semantic Affinity with Image-level Supervision for Weakly Supervised Semantic Segmentation | Mar 28, 2018 | SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| Learning Self-Supervised Low-Rank Network for Single-Stage Weakly and Semi-Supervised Semantic Segmentation | Mar 19, 2022 | Pseudo LabelSegmentation | CodeCode Available | 1 | 5 |
| EfficientPS: Efficient Panoptic Segmentation | Apr 5, 2020 | Instance SegmentationPanoptic Segmentation | CodeCode Available | 1 | 5 |
| MOD-UV: Learning Mobile Object Detectors from Unlabeled Videos | May 23, 2024 | Motion SegmentationObject | CodeCode Available | 1 | 5 |
| Collaborating Foundation Models for Domain Generalized Semantic Segmentation | Dec 15, 2023 | Domain GeneralizationSegmentation | CodeCode Available | 1 | 5 |
| Efficient Semantic Video Segmentation with Per-frame Inference | Feb 26, 2020 | Knowledge DistillationOptical Flow Estimation | CodeCode Available | 1 | 5 |
| Efficient Semantic Segmentation by Altering Resolutions for Compressed Videos | Mar 13, 2023 | SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| AeroPath: An airway segmentation benchmark dataset with challenging pathology | Nov 2, 2023 | AnatomyPrognosis | CodeCode Available | 1 | 5 |
| Efficient Urban-scale Point Clouds Segmentation with BEV Projection | Sep 19, 2021 | 3D Semantic SegmentationSegmentation | CodeCode Available | 1 | 5 |
| BoxSnake: Polygonal Instance Segmentation with Box Supervision | Mar 21, 2023 | Box-supervised Instance SegmentationInstance Segmentation | CodeCode Available | 1 | 5 |
| MD Loss: Efficient Training of 3D Seismic Fault Segmentation Network under Sparse Labels by Weakening Anomaly Annotation | Oct 11, 2021 | Fault DetectionImage Segmentation | CodeCode Available | 1 | 5 |
| Learning Motion and Temporal Cues for Unsupervised Video Object Segmentation | Jan 14, 2025 | Objectobject-detection | CodeCode Available | 1 | 5 |
| BoxShrink: From Bounding Boxes to Segmentation Masks | Aug 5, 2022 | Segmentation | CodeCode Available | 1 | 5 |
