Leveraging Hidden Positives for Unsupervised Semantic Segmentation

Computer Vision and Pattern Recognition (CVPR), 2023

27 March 2023

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Papers citing "Leveraging Hidden Positives for Unsupervised Semantic Segmentation"

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Title
Unsupervised Image Classification with Adaptive Nearest Neighbor Selection and Cluster Ensembles Melih Baydar Emre Akbas 104 0 0 20 Nov 2025
Unsupervised Monocular Road Segmentation for Autonomous Driving via Scene Geometry Sara Hatami Rostami Behrooz Nasihatkon 62 0 0 19 Oct 2025
Deep Learning for Crack Detection: A Review of Learning Paradigms, Generalizability, and Datasets Xinan Zhang Haolin Wang Yung-An Hsieh Zhongyu Yang Anthony Yezzi Y. Tsai 137 1 0 14 Aug 2025
Selective Contrastive Learning for Weakly Supervised Affordance Grounding WonJun Moon Hyun Seok Seong Jae-Pil Heo 72 0 0 11 Aug 2025
Feed-Forward SceneDINO for Unsupervised Semantic Scene Completion Aleksandar Jevtić Christoph Reich Felix Wimbauer Oliver Hahn Christian Rupprecht Stefan Roth Daniel Cremers 228 1 0 08 Jul 2025
DIP: Unsupervised Dense In-Context Post-training of Visual Representations Sophia Sirko-Galouchenko Spyros Gidaris Antonín Vobecký Andrei Bursuc Nicolas Thome 219 1 0 23 Jun 2025
$Urban1960SatSeg: Unsupervised Semantic Segmentation of Mid-20$^{th}$ century Urban Landscapes with Satellite Imageries$ Urban1960SatSeg: Unsupervised Semantic Segmentation of Mid-20 $^{th}$ century Urban Landscapes with Satellite Imageries Tianxiang Hao Lixian Zhang Yingjia Zhang Mengxuan Chen Jinxiao Zhang Haohuan Fu 200 1 0 11 Jun 2025
Scene-Centric Unsupervised Panoptic SegmentationComputer Vision and Pattern Recognition (CVPR), 2025 Oliver Hahn Christoph Reich Nikita Araslanov Daniel Cremers Christian Rupprecht Stefan Roth OCL 300 4 0 02 Apr 2025
Distilling Spectral Graph for Object-Context Aware Open-Vocabulary Semantic SegmentationComputer Vision and Pattern Recognition (CVPR), 2024 Chanyoung Kim Dayun Ju Woojung Han Ming-Hsuan Yang Seong Jae Hwang VLM VOS 615 8 0 26 Nov 2024
Image Segmentation in Foundation Model Era: A Survey Tianfei Zhou Fei Zhang Boyu Chang Wenguan Wang Ye Yuan E. Konukoglu Daniel Cremers VLM 335 27 0 23 Aug 2024
Progressive Proxy Anchor Propagation for Unsupervised Semantic Segmentation Hyun Seok Seong WonJun Moon Subeen Lee Jae-Pil Heo 201 3 0 17 Jul 2024
Mitigating Background Shift in Class-Incremental Semantic Segmentation Gilhan Park WonJun Moon Subeen Lee Tae-Young Kim Jae-Pil Heo CLL VLM 258 11 0 16 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 193 0 0 15 Jul 2024
Explore the Potential of CLIP for Training-Free Open Vocabulary Semantic Segmentation Tong Shao Zhuotao Tian Hang Zhao Jingyong Su VLM 232 40 0 11 Jul 2024
ProtoS-ViT: Visual foundation models for sparse self-explainable classifications Hugues Turbé Mina Bjelogrlic G. Mengaldo Christian Lovis ViT 249 8 0 14 Jun 2024
DynaSeg: A Deep Dynamic Fusion Method for Unsupervised Image Segmentation Incorporating Feature Similarity and Spatial ContinuityImage and Vision Computing (IVC), 2024 Boujemaa Guermazi Naimul Khan 212 8 0 09 May 2024
Boosting Unsupervised Semantic Segmentation with Principal Mask Proposals Oliver Hahn Nikita Araslanov Simone Schaub-Meyer Stefan Roth 3DPC 152 8 0 25 Apr 2024
Blind Localization and Clustering of Anomalies in Textures Andrei-Timotei Ardelean Tim Weyrich 214 8 0 18 Apr 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 424 4 0 30 Mar 2024
TAG: Guidance-free Open-Vocabulary Semantic Segmentation Yasufumi Kawano Yoshimitsu Aoki VLM 131 5 0 17 Mar 2024
MaskDiffusion: Exploiting Pre-trained Diffusion Models for Semantic Segmentation Yasufumi Kawano Yoshimitsu Aoki DiffM 214 9 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 148 1 0 11 Mar 2024
EAGLE: Eigen Aggregation Learning for Object-Centric Unsupervised Semantic Segmentation Chanyoung Kim Woojung Han Dayun Ju Seong Jae Hwang 299 27 0 03 Mar 2024
Deciphering 'What' and 'Where' Visual Pathways from Spectral Clustering of Layer-Distributed Neural Representations Xiao Zhang David Yunis Michael Maire 140 6 0 11 Dec 2023
A Lightweight Clustering Framework for Unsupervised Semantic Segmentation Yau Shing Jonathan Cheung Xi Chen Lihe Yang Hengshuang Zhao 253 1 0 30 Nov 2023
Causal Unsupervised Semantic SegmentationPattern Recognition (Pattern Recogn.), 2023 Junho Kim Byung-Kwan Lee Yonghyun Ro 223 19 0 11 Oct 2023
Unsupervised Semantic Segmentation Through Depth-Guided Feature Correlation and SamplingComputer Vision and Pattern Recognition (CVPR), 2023 Leon Sick Dominik Engel Pedro Hermosilla Timo Ropinski 192 15 0 21 Sep 2023
Task-Oriented Channel Attention for Fine-Grained Few-Shot ClassificationIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023 Subeen Lee WonJun Moon Hyun Seok Seong Jae-Pil Heo 165 5 0 28 Jul 2023
SPColor: Semantic Prior Guided Exemplar-based Image ColorizationPattern Recognition (Pattern Recogn.), 2023 Si-Yu Chen Xueming Li Xianlin Zhang Mingdao Wang Yu Zhang Yue Zhang 214 3 0 13 Apr 2023
Unsupervised Learning of Visual Features by Contrasting Cluster Assignments Mathilde Caron Ishan Misra Julien Mairal Priya Goyal Piotr Bojanowski Armand Joulin OCL SSL 1.1K 4,602 0 17 Jun 2020