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| CUTS: A Deep Learning and Topological Framework for Multigranular Unsupervised Medical Image Segmentation | Sep 23, 2022 | Contrastive LearningImage Segmentation | CodeCode Available | 1 |
| Guess What Moves: Unsupervised Video and Image Segmentation by Anticipating Motion | May 16, 2022 | Image SegmentationOptical Flow Estimation | —Unverified | 0 |
| Self-Supervised Learning of Object Parts for Semantic Segmentation | Apr 27, 2022 | Community DetectionImage Segmentation | CodeCode Available | 1 |
| Unsupervised Deep Learning Meets Chan-Vese Model | Apr 14, 2022 | Deep LearningImage Segmentation | CodeCode Available | 0 |
| Color Image Segmentation Using Multi-Objective Swarm Optimizer and Multi-level Histogram Thresholding | Oct 18, 2021 | Image SegmentationSegmentation | —Unverified | 0 |
| One Stage Autoencoders for Multi-Domain Learning | Sep 29, 2021 | ClusteringImage Clustering | —Unverified | 0 |
| RAMA: A Rapid Multicut Algorithm on GPU | Sep 4, 2021 | 3D Instance SegmentationClustering | CodeCode Available | 1 |
| Unsupervised Image Segmentation by Mutual Information Maximization and Adversarial Regularization | Jul 1, 2021 | Image SegmentationScene Understanding | —Unverified | 0 |
| GENESIS-V2: Inferring Unordered Object Representations without Iterative Refinement | Apr 20, 2021 | ClusteringImage Generation | CodeCode Available | 1 |
| Unsupervised Hyperspectral Stimulated Raman Microscopy Image Enhancement: Denoising and Segmentation via One-Shot Deep Learning | Apr 14, 2021 | ClusteringDenoising | CodeCode Available | 0 |
| Deep Superpixel Cut for Unsupervised Image Segmentation | Mar 10, 2021 | ClusteringImage Segmentation | —Unverified | 0 |
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| Unsupervised Image Segmentation using Mutual Mean-Teaching | Dec 16, 2020 | Image SegmentationSegmentation | —Unverified | 0 |
| Information-Theoretic Segmentation by Inpainting Error Maximization | Dec 14, 2020 | Image SegmentationSegmentation | CodeCode Available | 0 |
| Unsupervised Learning of Image Segmentation Based on Differentiable Feature Clustering | Jul 20, 2020 | ClusteringImage Segmentation | CodeCode Available | 1 |
| Autoregressive Unsupervised Image Segmentation | Jul 16, 2020 | ClusteringImage Segmentation | CodeCode Available | 1 |
| GENESIS: Generative Scene Inference and Sampling with Object-Centric Latent Representations | Jul 30, 2019 | Image GenerationObject Discovery | CodeCode Available | 1 |
| Flexibly Regularized Mixture Models and Application to Image Segmentation | May 25, 2019 | ClusteringImage Segmentation | —Unverified | 0 |
| Salient object detection on hyperspectral images using features learned from unsupervised segmentation task | Feb 28, 2019 | ClusteringImage Segmentation | CodeCode Available | 0 |
| Consistent estimation of the max-flow problem: Towards unsupervised image segmentation | Nov 1, 2018 | Brain Tumor SegmentationDecision Making | —Unverified | 0 |
| Unsupervised learning of foreground object detection | Aug 14, 2018 | Image SegmentationObject | —Unverified | 0 |
| W-Net: A Deep Model for Fully Unsupervised Image Segmentation | Nov 22, 2017 | Image SegmentationSegmentation | CodeCode Available | 1 |
