| Unsupervised Universal Image Segmentation | Dec 28, 2023 | Image SegmentationInstance Segmentation | CodeCode Available | 2 | 5 |
| DiffCut: Catalyzing Zero-Shot Semantic Segmentation with Diffusion Features and Recursive Normalized Cut | Jun 5, 2024 | Image SegmentationSegmentation | CodeCode Available | 2 | 5 |
| GENESIS-V2: Inferring Unordered Object Representations without Iterative Refinement | Apr 20, 2021 | ClusteringImage Generation | CodeCode Available | 1 | 5 |
| Self-Supervised Learning of Object Parts for Semantic Segmentation | Apr 27, 2022 | Community DetectionImage Segmentation | CodeCode Available | 1 | 5 |
| Qubit-efficient Variational Quantum Algorithms for Image Segmentation | May 23, 2024 | Image SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| Q-Seg: Quantum Annealing-Based Unsupervised Image Segmentation | Nov 21, 2023 | Earth ObservationImage Segmentation | CodeCode Available | 1 | 5 |
| RAMA: A Rapid Multicut Algorithm on GPU | Sep 4, 2021 | 3D Instance SegmentationClustering | CodeCode Available | 1 | 5 |
| GENESIS: Generative Scene Inference and Sampling with Object-Centric Latent Representations | Jul 30, 2019 | Image GenerationObject Discovery | CodeCode Available | 1 | 5 |
| Unsupervised Camouflaged Object Segmentation as Domain Adaptation | Aug 8, 2023 | AttributeCamouflaged Object Segmentation | CodeCode Available | 1 | 5 |
| Autoregressive Unsupervised Image Segmentation | Jul 16, 2020 | ClusteringImage Segmentation | CodeCode Available | 1 | 5 |
| UnSeGArmaNet: Unsupervised Image Segmentation using Graph Neural Networks with Convolutional ARMA Filters | Oct 8, 2024 | Graph Neural NetworkImage Segmentation | CodeCode Available | 1 | 5 |
| CUTS: A Deep Learning and Topological Framework for Multigranular Unsupervised Medical Image Segmentation | Sep 23, 2022 | Contrastive LearningImage Segmentation | CodeCode Available | 1 | 5 |
| Improving Object-centric Learning with Query Optimization | Oct 17, 2022 | Image SegmentationObject | CodeCode Available | 1 | 5 |
| Unsupervised Learning of Image Segmentation Based on Differentiable Feature Clustering | Jul 20, 2020 | ClusteringImage Segmentation | CodeCode Available | 1 | 5 |
| W-Net: A Deep Model for Fully Unsupervised Image Segmentation | Nov 22, 2017 | Image SegmentationSegmentation | CodeCode Available | 1 | 5 |
| DynaSeg: A Deep Dynamic Fusion Method for Unsupervised Image Segmentation Incorporating Feature Similarity and Spatial Continuity | May 9, 2024 | Image SegmentationSegmentation | CodeCode Available | 0 | 5 |
| DiffKillR: Killing and Recreating Diffeomorphisms for Cell Annotation in Dense Microscopy Images | Oct 4, 2024 | Electron Microscopy Image SegmentationImage Registration | CodeCode Available | 0 | 5 |
| UnSegGNet: Unsupervised Image Segmentation using Graph Neural Networks | May 9, 2024 | Image SegmentationObject Recognition | CodeCode Available | 0 | 5 |
| Unsupervised Deep Learning Meets Chan-Vese Model | Apr 14, 2022 | Deep LearningImage Segmentation | CodeCode Available | 0 | 5 |
| Unsupervised Hyperspectral Stimulated Raman Microscopy Image Enhancement: Denoising and Segmentation via One-Shot Deep Learning | Apr 14, 2021 | ClusteringDenoising | CodeCode Available | 0 | 5 |
| SC-VAE: Sparse Coding-based Variational Autoencoder with Learned ISTA | Mar 29, 2023 | Image GenerationImage Reconstruction | CodeCode Available | 0 | 5 |
| Information-Theoretic Segmentation by Inpainting Error Maximization | Dec 14, 2020 | Image SegmentationSegmentation | CodeCode Available | 0 | 5 |
| Deep Gaussian mixture model for unsupervised image segmentation | Apr 18, 2024 | Image Segmentationmodel | CodeCode Available | 0 | 5 |
| SimSAM: Simple Siamese Representations Based Semantic Affinity Matrix for Unsupervised Image Segmentation | Jun 12, 2024 | Image SegmentationSegmentation | CodeCode Available | 0 | 5 |
| Attention Normalization Impacts Cardinality Generalization in Slot Attention | Jul 4, 2024 | Image SegmentationObject | CodeCode Available | 0 | 5 |
