ACSeg: Adaptive Conceptualization for Unsupervised Semantic Segmentation

12 October 2022

Runyi Yu

Papers citing "ACSeg: Adaptive Conceptualization for Unsupervised Semantic Segmentation"

37 / 37 papers shown

Title
Falcon: Fractional Alternating Cut with Overcoming Minima in Unsupervised Segmentation Xiao Zhang Xiangyu Han Xiwen Lai Yao Sun Pei Zhang Konrad Kording 34 0 0 08 Apr 2025
ConceptVAE: Self-Supervised Fine-Grained Concept Disentanglement from 2D Echocardiographies C. Ciușdel Alex Serban Tiziano Passerini CoGe 74 1 0 03 Feb 2025
Hierarchical Banzhaf Interaction for General Video-Language Representation Learning Peng Jin H. Li Li Yuan Shuicheng Yan Jie Chen 52 1 0 31 Dec 2024
AMNCutter: Affinity-Attention-Guided Multi-View Normalized Cutter for Unsupervised Surgical Instrument Segmentation Mingyu Sheng Jianan Fan Dongnan Liu Ron Kikinis Weidong Cai 37 0 0 06 Nov 2024
iSeg: An Iterative Refinement-based Framework for Training-free Segmentation Lin Sun Jiale Cao J. Xie F. Khan Yanwei Pang DiffM 43 1 0 05 Sep 2024
ReCLIP++: Learn to Rectify the Bias of CLIP for Unsupervised Semantic Segmentation Jingyun Wang Guoliang Kang VLM SSL 47 7 0 13 Aug 2024
Bayesian Active Learning for Semantic Segmentation Sima Didari Wenjun Hu Jae Oh Woo Heng Hao Hankyu Moon Seungjai Min 48 0 0 03 Aug 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
Exploring Phrase-Level Grounding with Text-to-Image Diffusion Model Danni Yang Ruohan Dong Jiayi Ji Yiwei Ma Haowei Wang Xiaoshuai Sun Rongrong Ji 44 3 0 07 Jul 2024
SimSAM: Simple Siamese Representations Based Semantic Affinity Matrix for Unsupervised Image Segmentation Chanda Grover Kamra Indra Deep Mastan Nitin Kumar Debayan Gupta 36 1 0 12 Jun 2024
Unified Modeling Enhanced Multimodal Learning for Precision Neuro-Oncology Huahui Yi Xiaofei Wang Kang Li Chao Li 35 0 0 11 Jun 2024
Building a Strong Pre-Training Baseline for Universal 3D Large-Scale Perception Haoming Chen Zhizhong Zhang Yanyun Qu Ruixin Zhang Xin Tan Yuan Xie 42 1 0 12 May 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
GraCo: Granularity-Controllable Interactive Segmentation Yian Zhao Kehan Li Ze-Long Cheng Pengchong Qiao Xiawu Zheng Rongrong Ji Chang Liu Li-ming Yuan Jie Chen 37 9 0 01 May 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
Deep Spectral Improvement for Unsupervised Image Instance Segmentation Farnoosh Arefi Amir M. Mansourian S. Kasaei ISeg 31 1 0 04 Feb 2024
ProCNS: Progressive Prototype Calibration and Noise Suppression for Weakly-Supervised Medical Image Segmentation Y. Liu L. Lin K. Wong X. Tang 27 2 0 25 Jan 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
HEAP: Unsupervised Object Discovery and Localization with Contrastive Grouping Xin Zhang Jinheng Xie Yuan. Yuan Michael Bi Mi Robby T. Tan VOS OCL VLM 57 2 0 29 Dec 2023
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
SCLIP: Rethinking Self-Attention for Dense Vision-Language Inference Feng Wang Jieru Mei Alan L. Yuille VLM 24 55 0 04 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
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
Diffuse, Attend, and Segment: Unsupervised Zero-Shot Segmentation using Stable Diffusion Junjiao Tian Lavisha Aggarwal Andrea Colaco Z. Kira Mar González-Franco DiffM 33 75 0 23 Aug 2023
A Sparse Graph Formulation for Efficient Spectral Image Segmentation Rahul Palnitkar J. F. R. Neto 23 0 0 22 Jun 2023
Out-of-Distributed Semantic Pruning for Robust Semi-Supervised Learning Yu Wang Pengchong Qiao Chang-rui Liu Guoli Song Xiawu Zheng Jie Chen OODD 26 10 0 29 May 2023
Object-centric Learning with Cyclic Walks between Parts and Whole Ziyu Wang Mike Zheng Shou Mengmi Zhang OCL 38 9 0 16 Feb 2023
NamedMask: Distilling Segmenters from Complementary Foundation Models Gyungin Shin Weidi Xie Samuel Albanie ISeg VLM 63 22 0 22 Sep 2022
Self-Supervised Visual Representation Learning with Semantic Grouping Xin Wen Bingchen Zhao Anlin Zheng X. Zhang Xiaojuan Qi SSL 117 71 0 30 May 2022
GroupViT: Semantic Segmentation Emerges from Text Supervision Jiarui Xu Shalini De Mello Sifei Liu Wonmin Byeon Thomas Breuel Jan Kautz X. Wang ViT VLM 189 499 0 22 Feb 2022
Localizing Objects with Self-Supervised Transformers and no Labels Oriane Siméoni Gilles Puy Huy V. Vo Simon Roburin Spyros Gidaris Andrei Bursuc P. Pérez Renaud Marlet Jean Ponce ViT 180 196 0 29 Sep 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
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
Learning Pixel-level Semantic Affinity with Image-level Supervision for Weakly Supervised Semantic Segmentation Jiwoon Ahn Suha Kwak 232 740 0 28 Mar 2018