TransFGU: A Top-down Approach to Fine-Grained Unsupervised Semantic Segmentation

2 December 2021

Fan Wang

Hao Li

Papers citing "TransFGU: A Top-down Approach to Fine-Grained Unsupervised Semantic Segmentation"

39 / 39 papers shown

Title
Bootstrapping Top-down Information for Self-modulating Slot Attention Dongwon Kim Seoyeon Kim Suha Kwak OCL ObjD 35 0 0 04 Nov 2024
Towards Open-Vocabulary Semantic Segmentation Without Semantic Labels Heeseong Shin Chaehyun Kim Sunghwan Hong Seokju Cho Anurag Arnab Paul Hongsuck Seo Seungryong Kim VLM 34 1 0 30 Sep 2024
Towards Modality-agnostic Label-efficient Segmentation with Entropy-Regularized Distribution Alignment Liyao Tang Zhe Chen Shanshan Zhao Chaoyue Wang Dacheng Tao 32 0 0 29 Aug 2024
Mutually-Aware Feature Learning for Few-Shot Object Counting Yerim Jeon Subeen Lee Jihwan Kim Jae-Pil Heo 32 0 0 19 Aug 2024
In Defense of Lazy Visual Grounding for Open-Vocabulary Semantic Segmentation Dahyun Kang Minsu Cho ObjD VLM 40 9 0 09 Aug 2024
Progressive Proxy Anchor Propagation for Unsupervised Semantic Segmentation Hyun Seok Seong WonJun Moon Subeen Lee Jae-Pil Heo 40 0 0 17 Jul 2024
Joint-Embedding Predictive Architecture for Self-Supervised Learning of Mask Classification Architecture Donghee Kim Sungduk Cho Hyeonwoo Cho Chanmin Park Jinyoung Kim Won Hwa Kim 50 0 0 15 Jul 2024
Learning Object-Centric Representation via Reverse Hierarchy Guidance Junhong Zou Xiangyu Zhu Zhaoxiang Zhang Zhen Lei BDL ObjD OCL 24 0 0 17 May 2024
Enhancing Weakly Supervised Semantic Segmentation with Multi-modal Foundation Models: An End-to-End Approach Elham Ravanbakhsh Cheng Niu Yongqing Liang J. Ramanujam Xin Li VLM 52 0 0 10 May 2024
Boosting Unsupervised Semantic Segmentation with Principal Mask Proposals Oliver Hahn Nikita Araslanov Simone Schaub-Meyer Stefan Roth 3DPC 38 3 0 25 Apr 2024
Self-supervised co-salient object detection via feature correspondence at multiple scales Souradeep Chakraborty Dimitris Samaras 32 1 0 17 Mar 2024
OMH: Structured Sparsity via Optimally Matched Hierarchy for Unsupervised Semantic Segmentation Baran Ozaydin Tong Zhang Deblina Bhattacharjee Sabine Süsstrunk Mathieu Salzmann 34 1 0 11 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
EmerDiff: Emerging Pixel-level Semantic Knowledge in Diffusion Models Koichi Namekata Amirmojtaba Sabour Sanja Fidler Seung Wook Kim 49 18 0 22 Jan 2024
Expand-and-Quantize: Unsupervised Semantic Segmentation Using High-Dimensional Space and Product Quantization Jiyoung Kim Kyuhong Shim Insu Lee B. Shim 17 2 0 12 Dec 2023
A Lightweight Clustering Framework for Unsupervised Semantic Segmentation Yau Shing Jonathan Cheung Xi Chen Lihe Yang Hengshuang Zhao 29 1 0 30 Nov 2023
Unsupervised and semi-supervised co-salient object detection via segmentation frequency statistics Souradeep Chakraborty Shujon Naha M. Bastan Amit Kumar K C Dimitris Samaras 40 2 0 11 Nov 2023
Patch-Based Deep Unsupervised Image Segmentation using Graph Cuts Isaac Wasserman Jeova Farias Sales Rocha Neto GNN 36 0 0 01 Nov 2023
SmooSeg: Smoothness Prior for Unsupervised Semantic Segmentation Mengcheng Lan Xinjiang Wang Yiping Ke Jiaxing Xu Litong Feng Wayne Zhang 40 11 0 27 Oct 2023
Causal Unsupervised Semantic Segmentation Junho Kim Byung-Kwan Lee Yonghyun Ro 33 18 0 11 Oct 2023
Unsupervised Semantic Segmentation Through Depth-Guided Feature Correlation and Sampling Leon Sick Dominik Engel Pedro Hermosilla Timo Ropinski 33 7 0 21 Sep 2023
Unsupervised Camouflaged Object Segmentation as Domain Adaptation Yi Zhang Chengyi Wu 28 3 0 08 Aug 2023
Distilling Self-Supervised Vision Transformers for Weakly-Supervised Few-Shot Classification & Segmentation Dahyun Kang Piotr Koniusz Minsu Cho Naila Murray VLM ViT 23 24 0 07 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
Tailored Multi-Organ Segmentation with Model Adaptation and Ensemble Jiahua Dong Guohua Cheng Yue Zhang Chengtao Peng Yu Song Ruofeng Tong Lanfen Lin Yen-Wei Chen 24 0 0 14 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
Leveraging Hidden Positives for Unsupervised Semantic Segmentation Hyun Seok Seong WonJun Moon Subeen Lee Jae-Pil Heo ViT 31 32 0 27 Mar 2023
IFSeg: Image-free Semantic Segmentation via Vision-Language Model Sukmin Yun S. Park Paul Hongsuck Seo Jinwoo Shin VLM MLLM 54 14 0 25 Mar 2023
DMSA: Dynamic Multi-scale Unsupervised Semantic Segmentation Based on Adaptive Affinity Kun Yang Jun Lu 28 0 0 01 Mar 2023
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
MOVE: Unsupervised Movable Object Segmentation and Detection Adam Bielski Paolo Favaro OCL 21 20 0 14 Oct 2022
ACSeg: Adaptive Conceptualization for Unsupervised Semantic Segmentation Kehan Li Zhennan Wang Ze-Long Cheng Runyi Yu Yian Zhao Guoli Song Chang Liu Li-ming Yuan Jie Chen 23 38 0 12 Oct 2022
InfoSeg: Unsupervised Semantic Image Segmentation with Mutual Information Maximization Robert Harb Patrick Knobelreiter SSL 41 22 0 07 Oct 2021
KVT: k-NN Attention for Boosting Vision Transformers Pichao Wang Xue Wang F. Wang Ming Lin Shuning Chang Hao Li R. L. Jin ViT 48 105 0 28 May 2021
Emerging Properties in Self-Supervised Vision Transformers Mathilde Caron Hugo Touvron Ishan Misra Hervé Jégou Julien Mairal Piotr Bojanowski Armand Joulin 317 5,775 0 29 Apr 2021
Unsupervised Semantic Segmentation by Contrasting Object Mask Proposals Wouter Van Gansbeke Simon Vandenhende Stamatios Georgoulis Luc Van Gool SSL 188 250 0 11 Feb 2021
Zoom-CAM: Generating Fine-grained Pixel Annotations from Image Labels Xiangwei Shi Seyran Khademi Yun-qiang Li J. C. V. Gemert VLM WSOL 43 19 0 16 Oct 2020
Improved Baselines with Momentum Contrastive Learning Xinlei Chen Haoqi Fan Ross B. Girshick Kaiming He SSL 267 3,371 0 09 Mar 2020
SegSort: Segmentation by Discriminative Sorting of Segments Jyh-Jing Hwang Stella X. Yu Jianbo Shi Maxwell D. Collins Tien-Ju Yang Xiao Zhang Liang-Chieh Chen 183 148 0 15 Oct 2019