{"total":57,"rows":[{"id":"2103.17070","title":"PiCIE: Unsupervised Semantic Segmentation using Invariance and Equivariance in Clustering","created":"2021-03-30","cited_by_count":163,"area":null},{"id":"2205.07839","title":"Deep Spectral Methods: A Surprisingly Strong Baseline for Unsupervised Semantic Segmentation and Localization","created":"2022-05-16","cited_by_count":150,"area":null},{"id":"2110.11405","title":"Illiterate DALL-E Learns to Compose","created":"2021-10-17","cited_by_count":147,"area":null},{"id":"2104.09958","title":"GENESIS-V2: Inferring Unordered Object Representations without Iterative Refinement","created":"2021-04-20","cited_by_count":109,"area":null},{"id":"2111.10265","title":"ClevrTex: A Texture-Rich Benchmark for Unsupervised Multi-Object Segmentation","created":"2021-11-19","cited_by_count":93,"area":null},{"id":"2203.14954","title":"GIRAFFE HD: A High-Resolution 3D-aware Generative Model","created":"2022-03-28","cited_by_count":86,"area":null},{"id":"2112.05219","title":"CLIP2StyleGAN: Unsupervised Extraction of StyleGAN Edit Directions","created":"2021-12-09","cited_by_count":78,"area":null},{"id":"2110.08398","title":"Mind the Gap: Domain Gap Control for Single Shot Domain Adaptation for Generative Adversarial Networks","created":"2021-10-15","cited_by_count":68,"area":null},{"id":"2204.08839","title":"Unsupervised Learning of Efficient Geometry-Aware Neural Articulated Representations","created":"2022-04-19","cited_by_count":65,"area":null},{"id":"2306.09316","title":"Diffusion Models for Open-Vocabulary Segmentation","created":"2023-06-15","cited_by_count":64,"area":"diffusion"},{"id":"2203.12614","title":"Unsupervised Salient Object Detection with Spectral Cluster Voting","created":"2022-03-23","cited_by_count":56,"area":null},{"id":"2303.09813","title":"DiffusionSeg: Adapting Diffusion Towards Unsupervised Object Discovery","created":"2023-03-17","cited_by_count":54,"area":"diffusion"},{"id":"2103.14968","title":"Labels4Free: Unsupervised Segmentation using StyleGAN","created":"2021-03-27","cited_by_count":53,"area":null},{"id":"2105.08127","title":"Finding an Unsupervised Image Segmenter in Each of Your Deep Generative Models","created":"2021-05-17","cited_by_count":44,"area":null},{"id":"2205.07844","title":"Guess What Moves: Unsupervised Video and Image Segmentation by Anticipating Motion","created":"2022-05-16","cited_by_count":42,"area":null},{"id":"2112.01515","title":"TransFGU: A Top-down Approach to Fine-Grained Unsupervised Semantic Segmentation","created":"2021-12-02","cited_by_count":38,"area":null},{"id":"2108.00049","title":"Object-aware Contrastive Learning for Debiased Scene Representation","created":"2021-07-30","cited_by_count":35,"area":null},{"id":"2210.00489","title":"Unsupervised Multi-View Object Segmentation Using Radiance Field Propagation","created":"2022-10-02","cited_by_count":22,"area":null},{"id":"2205.11423","title":"Decoder Denoising Pretraining for Semantic Segmentation","created":"2022-05-23","cited_by_count":20,"area":null},{"id":"2209.11228","title":"NamedMask: Distilling Segmenters from Complementary Foundation Models","created":"2022-09-22","cited_by_count":20,"area":null},{"id":"2210.07920","title":"MOVE: Unsupervised Movable Object Segmentation and Detection","created":"2022-10-14","cited_by_count":20,"area":null},{"id":"2112.01036","title":"GANSeg: Learning to Segment by Unsupervised Hierarchical Image Generation","created":"2021-12-02","cited_by_count":19,"area":null},{"id":"2203.11160","title":"Drive&Segment: Unsupervised Semantic Segmentation of Urban Scenes via Cross-modal Distillation","created":"2022-03-21","cited_by_count":19,"area":null},{"id":"2210.02324","title":"Promising or Elusive? Unsupervised Object Segmentation from Real-world Single Images","created":"2022-10-05","cited_by_count":16,"area":null},{"id":"2310.12904","title":"Unsupervised Object Localization in the Era of Self-Supervised ViTs: A Survey","created":"2023-10-19","cited_by_count":16,"area":null},{"id":"2210.13835","title":"Synthetic Data Supervised Salient Object Detection","created":"2022-10-25","cited_by_count":15,"area":null},{"id":"2411.19756","title":"DeSplat: Decomposed Gaussian Splatting for Distractor-Free Rendering","created":"2024-11-29","cited_by_count":15,"area":null},{"id":"2107.00691","title":"Unsupervised Image Segmentation by Mutual Information Maximization and Adversarial Regularization","created":"2021-07-01","cited_by_count":13,"area":null},{"id":"2205.13271","title":"Unsupervised Multi-object Segmentation Using Attention and Soft-argmax","created":"2022-05-26","cited_by_count":11,"area":null},{"id":"2506.07087","title":"UCOD-DPL: Unsupervised Camouflaged Object Detection via Dynamic Pseudo-label Learning","created":"2025-06-08","cited_by_count":10,"area":null},{"id":"2112.14971","title":"Contrastive Fine-grained Class Clustering via Generative Adversarial Networks","created":"2021-12-30","cited_by_count":9,"area":null},{"id":"2308.11239","title":"LOCATE: Self-supervised Object Discovery via Flow-guided Graph-cut and Bootstrapped Self-training","created":"2023-08-22","cited_by_count":8,"area":null},{"id":"2408.06747","title":"ReCLIP++: Learn to Rectify the Bias of CLIP for Unsupervised Semantic Segmentation","created":"2024-08-13","cited_by_count":8,"area":null},{"id":"2104.00483","title":"Learning Foreground-Background Segmentation from Improved Layered GANs","created":"2021-04-01","cited_by_count":7,"area":null},{"id":"2111.12747","title":"Layered Controllable Video Generation","created":"2021-11-24","cited_by_count":7,"area":null},{"id":"2301.09091","title":"BallGAN: 3D-aware Image Synthesis with a Spherical Background","created":"2023-01-22","cited_by_count":7,"area":null},{"id":"2305.19406","title":"PaintSeg: Training-free Segmentation via Painting","created":"2023-05-30","cited_by_count":7,"area":null},{"id":"2311.14665","title":"Understanding Self-Supervised Features for Learning Unsupervised Instance Segmentation","created":"2023-11-24","cited_by_count":7,"area":null},{"id":"2204.06558","title":"Controllable Video Generation through Global and Local Motion Dynamics","created":"2022-04-13","cited_by_count":6,"area":null},{"id":"2208.10422","title":"FurryGAN: High Quality Foreground-aware Image Synthesis","created":"2022-08-22","cited_by_count":6,"area":null},{"id":"2208.11821","title":"Refine and Represent: Region-to-Object Representation Learning","created":"2022-08-25","cited_by_count":5,"area":null},{"id":"2212.14306","title":"Foreground-Background Separation through Concept Distillation from Generative Image Foundation Models","created":"2022-12-29","cited_by_count":5,"area":"diffusion"},{"id":"2111.12460","title":"ViCE: Improving Dense Representation Learning by Superpixelization and Contrasting Cluster Assignment","created":"2021-11-24","cited_by_count":4,"area":null},{"id":"2303.16666","title":"SC-VAE: Sparse Coding-based Variational Autoencoder with Learned ISTA","created":"2023-03-29","cited_by_count":4,"area":null},{"id":"2305.02981","title":"Adversarially-Guided Portrait Matting","created":"2023-05-04","cited_by_count":4,"area":null},{"id":"2312.04947","title":"Benchmarking and Analysis of Unsupervised Object Segmentation from Real-world Single Images","created":"2023-12-08","cited_by_count":4,"area":null},{"id":"2106.03987","title":"Weakly Supervised Volumetric Image Segmentation with Deformed Templates","created":"2021-06-07","cited_by_count":3,"area":null},{"id":"2309.03874","title":"Box-based Refinement for Weakly Supervised and Unsupervised Localization Tasks","created":"2023-09-07","cited_by_count":3,"area":null},{"id":"2408.14789","title":"Revisiting Surgical Instrument Segmentation Without Human Intervention: A Graph Partitioning View","created":"2024-08-27","cited_by_count":3,"area":null},{"id":"2110.09848","title":"Self-Supervised Object Detection via Generative Image Synthesis","created":"2021-10-19","cited_by_count":2,"area":null},{"id":"2211.13974","title":"ILSGAN: Independent Layer Synthesis for Unsupervised Foreground-Background Segmentation","created":"2022-11-25","cited_by_count":2,"area":null},{"id":"2408.08108","title":"Unsupervised Part Discovery via Dual Representation Alignment","created":"2024-08-15","cited_by_count":2,"area":null},{"id":"2505.13174","title":"FlowCut: Unsupervised Video Instance Segmentation via Temporal Mask Matching","created":"2025-05-19","cited_by_count":2,"area":null},{"id":"2301.00366","title":"SS-CPGAN: Self-Supervised Cut-and-Pasting Generative Adversarial Network for Object Segmentation","created":"2023-01-01","cited_by_count":1,"area":null},{"id":"2309.15726","title":"Factorized Diffusion Architectures for Unsupervised Image Generation and Segmentation","created":"2023-09-27","cited_by_count":1,"area":"diffusion"},{"id":"2402.15216","title":"Label-efficient multi-organ segmentation with a diffusion model","created":"2024-02-23","cited_by_count":1,"area":"diffusion"},{"id":"2506.22505","title":"Weakly Supervised Object Segmentation by Background Conditional Divergence","created":"2025-06-25","cited_by_count":0,"area":null}],"next_cursor":null}