Autoregressive Unsupervised Image Segmentation

16 July 2020

Yassine Ouali

Papers citing "Autoregressive Unsupervised Image Segmentation"

50 / 57 papers shown

Title
ReCLIP++: Learn to Rectify the Bias of CLIP for Unsupervised Semantic Segmentation Jingyun Wang Guoliang Kang VLM SSL 47 7 0 13 Aug 2024
Correlation Weighted Prototype-based Self-Supervised One-Shot Segmentation of Medical Images Siladittya Manna Saumik Bhattacharya Umapada Pal OOD 25 1 0 12 Aug 2024
DynaSeg: A Deep Dynamic Fusion Method for Unsupervised Image Segmentation Incorporating Feature Similarity and Spatial Continuity Boujemaa Guermazi Naimul Khan 30 2 0 09 May 2024
DHR: Dual Features-Driven Hierarchical Rebalancing in Inter- and Intra-Class Regions for Weakly-Supervised Semantic Segmentation Sang-Kee Jo Fei Pan In-Jae Yu Kyungsu Kim 30 2 0 30 Mar 2024
EAGLE: Eigen Aggregation Learning for Object-Centric Unsupervised Semantic Segmentation Chanyoung Kim Woojung Han Dayun Ju Seong Jae Hwang 34 10 0 03 Mar 2024
DatUS^2: Data-driven Unsupervised Semantic Segmentation with Pre-trained Self-supervised Vision Transformer Sonal Kumar Arijit Sur R. Baruah ViT 40 2 0 23 Jan 2024
Expand-and-Quantize: Unsupervised Semantic Segmentation Using High-Dimensional Space and Product Quantization Jiyoung Kim Kyuhong Shim Insu Lee B. Shim 19 2 0 12 Dec 2023
U3DS $^3$ : Unsupervised 3D Semantic Scene Segmentation Jiaxu Liu Zhengdi Yu T. Breckon Hubert P. H. Shum 3DPC 16 7 0 10 Nov 2023
SmooSeg: Smoothness Prior for Unsupervised Semantic Segmentation Mengcheng Lan Xinjiang Wang Yiping Ke Jiaxing Xu Xue Jiang Wayne Zhang 43 11 0 27 Oct 2023
Pixel-Level Clustering Network for Unsupervised Image Segmentation Cuong Manh Hoang Byeongkeun Kang SSeg 20 19 0 24 Oct 2023
Pixel-Inconsistency Modeling for Image Manipulation Localization Chenqi Kong Anwei Luo Shiqi Wang Haoliang Li Anderson de Rezende Rocha Alex C. Kot AAML 34 14 0 30 Sep 2023
Factorized Diffusion Architectures for Unsupervised Image Generation and Segmentation Xin Yuan Michael Maire DiffM 29 2 0 27 Sep 2023
A Spatiotemporal Correspondence Approach to Unsupervised LiDAR Segmentation with Traffic Applications Xiao Li Pan He Aotian Wu Sanjay Ranka Anand Rangarajan 3DPC 16 1 0 23 Aug 2023
LOCATE: Self-supervised Object Discovery via Flow-guided Graph-cut and Bootstrapped Self-training Silky Singh Shripad Deshmukh Mausoom Sarkar Balaji Krishnamurthy 21 7 0 22 Aug 2023
Learning from Pseudo-labeled Segmentation for Multi-Class Object Counting Jingyi Xu Hieu M. Le Dimitris Samaras 21 1 0 15 Jul 2023
GrowSP: Unsupervised Semantic Segmentation of 3D Point Clouds Zihui Zhang Bo Yang Bing Wang Bo Li 3DPC 20 40 0 25 May 2023
CLIP-S $^4$ : Language-Guided Self-Supervised Semantic Segmentation Wenbin He Suphanut Jamonnak Liangke Gou Liu Ren VLM 40 31 0 01 May 2023
Zero-shot Unsupervised Transfer Instance Segmentation Gyungin Shin Samuel Albanie Weidi Xie ISeg VLM 62 5 0 27 Apr 2023
Learning Neural Eigenfunctions for Unsupervised Semantic Segmentation Zhijie Deng Yucen Luo 24 6 0 06 Apr 2023
Removing supervision in semantic segmentation with local-global matching and area balancing Simone Rossetti Nico Sama F. Pirri VLM 32 0 0 30 Mar 2023
SimCon Loss with Multiple Views for Text Supervised Semantic Segmentation Yash J. Patel Yusheng Xie Yi Zhu Srikar Appalaraju R. Manmatha 32 4 0 07 Feb 2023
Foreground-Background Separation through Concept Distillation from Generative Image Foundation Models Mischa Dombrowski Hadrien Reynaud Matthew Baugh Bernhard Kainz DiffM 22 3 0 29 Dec 2022
Every Node Counts: Improving the Training of Graph Neural Networks on Node Classification Moshe Eliasof E. Haber Eran Treister GNN 25 0 0 29 Nov 2022
Rethinking Alignment and Uniformity in Unsupervised Image Semantic Segmentation Daoan Zhang Chenming Li Haoquan Li Wen-Fong Huang Lingyun Huang Jianguo Zhang 33 20 0 26 Nov 2022
ILSGAN: Independent Layer Synthesis for Unsupervised Foreground-Background Segmentation Qiran Zou Yu Yang Wing Yin Cheung Chang-rui Liu Xiang Ji GAN 31 4 0 25 Nov 2022
Unsupervised Image Semantic Segmentation through Superpixels and Graph Neural Networks Moshe Eliasof Nir Ben Zikri Eran Treister SSL GNN 14 3 0 21 Oct 2022
MOVE: Unsupervised Movable Object Segmentation and Detection Adam Bielski Paolo Favaro OCL 21 20 0 14 Oct 2022
A Learning-based Framework for Topology-Preserving Segmentation using Quasiconformal Mappings Han Zhang L. Lui 34 6 0 07 Oct 2022
Learning Hierarchical Image Segmentation For Recognition and By Recognition Tsung-Wei Ke Sangwoo Mo Stella X. Yu VLM 32 9 0 01 Oct 2022
Bridging the Gap to Real-World Object-Centric Learning Maximilian Seitzer Max Horn Andrii Zadaianchuk Dominik Zietlow Tianjun Xiao ... Tong He Zheng-Wei Zhang Bernhard Schölkopf Thomas Brox Francesco Locatello OCL 45 139 0 29 Sep 2022
NamedMask: Distilling Segmenters from Complementary Foundation Models Gyungin Shin Weidi Xie Samuel Albanie ISeg VLM 63 22 0 22 Sep 2022
Unsupervised Semantic Segmentation with Self-supervised Object-centric Representations Andrii Zadaianchuk Matthaeus Kleindessner Yi Zhu Francesco Locatello Thomas Brox 27 49 0 11 Jul 2022
A Survey on Label-efficient Deep Image Segmentation: Bridging the Gap between Weak Supervision and Dense Prediction Wei Shen Zelin Peng Xuehui Wang Huayu Wang Jiazhong Cen Dongsheng Jiang Lingxi Xie Xiaokang Yang Qi Tian VLM 19 77 0 04 Jul 2022
ReCo: Retrieve and Co-segment for Zero-shot Transfer Gyungin Shin Weidi Xie Samuel Albanie VLM 27 89 0 14 Jun 2022
Discovering Object Masks with Transformers for Unsupervised Semantic Segmentation Wouter Van Gansbeke Simon Vandenhende Luc Van Gool 39 55 0 13 Jun 2022
Guess What Moves: Unsupervised Video and Image Segmentation by Anticipating Motion Subhabrata Choudhury Laurynas Karazija Iro Laina Andrea Vedaldi Christian Rupprecht OCL VOS 105 39 0 16 May 2022
Elucidating Meta-Structures of Noisy Labels in Semantic Segmentation by Deep Neural Networks Yaoru Luo Guo-Shuai Liu Yuanhao Guo Ge Yang NoLa 8 1 0 30 Apr 2022
Unseen Object Instance Segmentation with Fully Test-time RGB-D Embeddings Adaptation Lu Zhang Siqi Zhang Xu Yang Hong Qiao Zhiyong Liu 19 11 0 21 Apr 2022
Self-Supervised Leaf Segmentation under Complex Lighting Conditions Xufeng Lin Chan Li S. Adams A. Kouzani Richard Jiang ... Michael Vernon Egan H. Doeven Lawrence D. Webb Todd Mcclellan Adam Guskic VLM 17 20 0 29 Mar 2022
Drive&Segment: Unsupervised Semantic Segmentation of Urban Scenes via Cross-modal Distillation Antonín Vobecký David Hurych Oriane Siméoni Spyros Gidaris Andrei Bursuc Patrick Pérez Josef Sivic 3DPC 27 21 0 21 Mar 2022
Dense Siamese Network for Dense Unsupervised Learning Wenwei Zhang Jiangmiao Pang Kai-xiang Chen Chen Change Loy 30 12 0 21 Mar 2022
Unsupervised Semantic Segmentation by Distilling Feature Correspondences Mark Hamilton Zhoutong Zhang Bharath Hariharan Noah Snavely William T. Freeman 9 235 0 16 Mar 2022
Fully Self-Supervised Learning for Semantic Segmentation Yuan Wang Wei Zhuo Yucong Li Zhi Wang Qi Ju Wenwu Zhu SSL 22 13 0 24 Feb 2022
TransFGU: A Top-down Approach to Fine-Grained Unsupervised Semantic Segmentation Zhao-Heng Yin Pichao Wang Fan Wang Xianzhe Xu Hanling Zhang Hao Li Rong Jin 38 39 0 02 Dec 2021
ViCE: Improving Dense Representation Learning by Superpixelization and Contrasting Cluster Assignment Robin Karlsson Tomoki Hayashi Keisuke Fujii Alexander Carballo Kento Ohtani K. Takeda SSL 39 4 0 24 Nov 2021
Edge-Cloud Polarization and Collaboration: A Comprehensive Survey for AI Jiangchao Yao Shengyu Zhang Yang Yao Feng Wang Jianxin Ma ... Kun Kuang Chao-Xiang Wu Fei Wu Jingren Zhou Hongxia Yang 18 91 0 11 Nov 2021
MaskSplit: Self-supervised Meta-learning for Few-shot Semantic Segmentation Yunxin Li Ahmet Sencan Yunxin Ding Nazli Ikizler-Cinbis M. Zhang VLM SSL 21 10 0 23 Oct 2021
InfoSeg: Unsupervised Semantic Image Segmentation with Mutual Information Maximization Robert Harb Patrick Knobelreiter SSL 41 22 0 07 Oct 2021
Unsupervised Image Segmentation by Mutual Information Maximization and Adversarial Regularization S. E. Mirsadeghi Ali Royat H. Rezatofighi 23 31 0 01 Jul 2021
Large-scale Unsupervised Semantic Segmentation Shangqi Gao Zhong-Yu Li Ming-Hsuan Yang Mingg-Ming Cheng Junwei Han Philip H. S. Torr UQCV 38 84 0 06 Jun 2021