| DiffCut: Catalyzing Zero-Shot Semantic Segmentation with Diffusion Features and Recursive Normalized Cut | Jun 5, 2024 | Image SegmentationSegmentation | CodeCode Available | 2 |
| Unsupervised Universal Image Segmentation | Dec 28, 2023 | Image SegmentationInstance Segmentation | CodeCode Available | 2 |
| GENESIS-V2: Inferring Unordered Object Representations without Iterative Refinement | Apr 20, 2021 | ClusteringImage Generation | CodeCode Available | 1 |
| Improving Object-centric Learning with Query Optimization | Oct 17, 2022 | Image SegmentationObject | CodeCode Available | 1 |
| Unsupervised Learning of Image Segmentation Based on Differentiable Feature Clustering | Jul 20, 2020 | ClusteringImage Segmentation | CodeCode Available | 1 |
| RAMA: A Rapid Multicut Algorithm on GPU | Sep 4, 2021 | 3D Instance SegmentationClustering | CodeCode Available | 1 |
| UnSeGArmaNet: Unsupervised Image Segmentation using Graph Neural Networks with Convolutional ARMA Filters | Oct 8, 2024 | Graph Neural NetworkImage Segmentation | CodeCode Available | 1 |
| Qubit-efficient Variational Quantum Algorithms for Image Segmentation | May 23, 2024 | Image SegmentationSemantic Segmentation | CodeCode Available | 1 |
| CUTS: A Deep Learning and Topological Framework for Multigranular Unsupervised Medical Image Segmentation | Sep 23, 2022 | Contrastive LearningImage Segmentation | CodeCode Available | 1 |
| W-Net: A Deep Model for Fully Unsupervised Image Segmentation | Nov 22, 2017 | Image SegmentationSegmentation | CodeCode Available | 1 |
| Unsupervised Camouflaged Object Segmentation as Domain Adaptation | Aug 8, 2023 | AttributeCamouflaged Object Segmentation | CodeCode Available | 1 |
| Autoregressive Unsupervised Image Segmentation | Jul 16, 2020 | ClusteringImage Segmentation | CodeCode Available | 1 |
| Q-Seg: Quantum Annealing-Based Unsupervised Image Segmentation | Nov 21, 2023 | Earth ObservationImage Segmentation | CodeCode Available | 1 |
| Self-Supervised Learning of Object Parts for Semantic Segmentation | Apr 27, 2022 | Community DetectionImage Segmentation | CodeCode Available | 1 |
| GENESIS: Generative Scene Inference and Sampling with Object-Centric Latent Representations | Jul 30, 2019 | Image GenerationObject Discovery | CodeCode Available | 1 |
| Factorized Diffusion Architectures for Unsupervised Image Generation and Segmentation | Sep 27, 2023 | DenoisingImage Generation | —Unverified | 0 |
| Color Image Segmentation Using Multi-Objective Swarm Optimizer and Multi-level Histogram Thresholding | Oct 18, 2021 | Image SegmentationSegmentation | —Unverified | 0 |
| Pixel-Level Clustering Network for Unsupervised Image Segmentation | Oct 24, 2023 | Autonomous DrivingClustering | —Unverified | 0 |
| Bayesian nonparametric image segmentation using a generalized Swendsen-Wang algorithm | Feb 9, 2016 | ClusteringImage Segmentation | —Unverified | 0 |
| A Critical Connectivity Radius for Segmenting Randomly-Generated, High Dimensional Data Points | Feb 11, 2016 | Edge DetectionImage Segmentation | —Unverified | 0 |
| Deep Superpixel Cut for Unsupervised Image Segmentation | Mar 10, 2021 | ClusteringImage Segmentation | —Unverified | 0 |
| A regularization-based approach for unsupervised image segmentation | Mar 8, 2016 | Image SegmentationSemantic Segmentation | —Unverified | 0 |
| Mixed Robust/Average Submodular Partitioning: Fast Algorithms, Guarantees, and Applications | Dec 1, 2015 | ClusteringDistributed Optimization | —Unverified | 0 |
| On-Device Unsupervised Image Segmentation | Feb 24, 2023 | Image SegmentationSegmentation | —Unverified | 0 |
| Inverse Quantum Fourier Transform Inspired Algorithm for Unsupervised Image Segmentation | Jan 11, 2023 | Image SegmentationSegmentation | —Unverified | 0 |
