| Learning Non-target Knowledge for Few-shot Semantic Segmentation | May 10, 2022 | Contrastive LearningFew-Shot Semantic Segmentation | CodeCode Available | 1 |
| Learning Pairwise Inter-Plane Relations for Piecewise Planar Reconstruction | Aug 1, 2020 | Segmentation | CodeCode Available | 1 |
| PaCa-ViT: Learning Patch-to-Cluster Attention in Vision Transformers | Mar 22, 2022 | Clusteringimage-classification | CodeCode Available | 1 |
| A Self-Distillation Embedded Supervised Affinity Attention Model for Few-Shot Segmentation | Aug 14, 2021 | Few-Shot Semantic SegmentationSegmentation | CodeCode Available | 1 |
| 3D-GRES: Generalized 3D Referring Expression Segmentation | Jul 30, 2024 | ObjectReferring Expression | CodeCode Available | 1 |
| Code-free development and deployment of deep segmentation models for digital pathology | Nov 16, 2021 | Active LearningDiagnostic | CodeCode Available | 1 |
| A self-supervised learning strategy for postoperative brain cavity segmentation simulating resections | May 24, 2021 | Image SegmentationSegmentation | CodeCode Available | 1 |
| Aerial Imagery Pixel-level Segmentation | Dec 3, 2020 | Data AugmentationSegmentation | CodeCode Available | 1 |
| Learning Semantics for Visual Place Recognition through Multi-Scale Attention | Jan 24, 2022 | SegmentationVisual Place Recognition | CodeCode Available | 1 |
| Learning Texture Invariant Representation for Domain Adaptation of Semantic Segmentation | Mar 2, 2020 | DiversityDomain Adaptation | CodeCode Available | 1 |
| Learning to Address Intra-segment Misclassification in Retinal Imaging | Apr 25, 2021 | Retinal Vessel SegmentationSegmentation | CodeCode Available | 1 |
| Dense Gaussian Processes for Few-Shot Segmentation | Oct 7, 2021 | DecoderFew-Shot Semantic Segmentation | CodeCode Available | 1 |
| Learning to Downsample for Segmentation of Ultra-High Resolution Images | Sep 22, 2021 | SegmentationVocal Bursts Intensity Prediction | CodeCode Available | 1 |
| A Semantic Space is Worth 256 Language Descriptions: Make Stronger Segmentation Models with Descriptive Properties | Dec 21, 2023 | Common Sense ReasoningDescriptive | CodeCode Available | 1 |
| Learning to Group: A Bottom-Up Framework for 3D Part Discovery in Unseen Categories | Feb 16, 2020 | ClusteringSegmentation | CodeCode Available | 1 |
| Dense Unsupervised Learning for Video Segmentation | Nov 11, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Collaborating Foundation Models for Domain Generalized Semantic Segmentation | Dec 15, 2023 | Domain GeneralizationSegmentation | CodeCode Available | 1 |
| Learning to Segment Human Body Parts with Synthetically Trained Deep Convolutional Networks | Feb 2, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Learning to Segment Rigid Motions from Two Frames | Jan 11, 2021 | Motion SegmentationScene Flow Estimation | CodeCode Available | 1 |
| AeroPath: An airway segmentation benchmark dataset with challenging pathology | Nov 2, 2023 | AnatomyPrognosis | CodeCode Available | 1 |
| Learning Universal Shape Dictionary for Realtime Instance Segmentation | Dec 2, 2020 | Explainable ModelsGPU | CodeCode Available | 1 |
| Learning What to Learn for Video Object Segmentation | Mar 25, 2020 | Few-Shot LearningObject | CodeCode Available | 1 |
| Learning Whole-Slide Segmentation from Inexact and Incomplete Labels using Tissue Graphs | Mar 4, 2021 | Node ClassificationSegmentation | CodeCode Available | 1 |
| DermoSegDiff: A Boundary-aware Segmentation Diffusion Model for Skin Lesion Delineation | Aug 5, 2023 | DenoisingImage Generation | CodeCode Available | 1 |
| 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 |
