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Invariant Information Clustering for Unsupervised Image Classification
  and Segmentation
v1v2v3v4 (latest)

Invariant Information Clustering for Unsupervised Image Classification and Segmentation

IEEE International Conference on Computer Vision (ICCV), 2018
17 July 2018
Xu Ji
João F. Henriques
Andrea Vedaldi
    SSLVLM
ArXiv (abs)PDFHTMLGithub (881★)

Papers citing "Invariant Information Clustering for Unsupervised Image Classification and Segmentation"

50 / 513 papers shown
Title
Collaborative Learning with Multiple Foundation Models for Source-Free Domain Adaptation
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Jisu Han
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Image-Intrinsic Priors for Integrated Circuit Defect Detection and Novel Class Discovery via Self-Supervised Learning
Image-Intrinsic Priors for Integrated Circuit Defect Detection and Novel Class Discovery via Self-Supervised Learning
Botong.Zhao
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Yue.Lu
60
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05 Nov 2025
Probabilistic Graph Cuts
Probabilistic Graph Cuts
Ayoub Ghriss
109
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04 Nov 2025
Unsupervised Monocular Road Segmentation for Autonomous Driving via Scene Geometry
Unsupervised Monocular Road Segmentation for Autonomous Driving via Scene Geometry
Sara Hatami Rostami
Behrooz Nasihatkon
62
0
0
19 Oct 2025
On the Provable Importance of Gradients for Language-Assisted Image Clustering
On the Provable Importance of Gradients for Language-Assisted Image Clustering
Bo Peng
Jie Lu
G. Zhang
Zhen Fang
VLM
103
0
0
18 Oct 2025
Fusing Multi- and Hyperspectral Satellite Data for Harmful Algal Bloom Monitoring with Self-Supervised and Hierarchical Deep Learning
Fusing Multi- and Hyperspectral Satellite Data for Harmful Algal Bloom Monitoring with Self-Supervised and Hierarchical Deep Learning
Nicholas LaHaye
Kelly M. Luis
Michelle M. Gierach
80
0
0
03 Oct 2025
CLASP: Adaptive Spectral Clustering for Unsupervised Per-Image Segmentation
CLASP: Adaptive Spectral Clustering for Unsupervised Per-Image Segmentation
Max Curie
Paulo da Costa
VLM
66
0
0
29 Sep 2025
A Tale of Two Experts: Cooperative Learning for Source-Free Unsupervised Domain Adaptation
A Tale of Two Experts: Cooperative Learning for Source-Free Unsupervised Domain Adaptation
Jiaping Yu
Muli Yang
Jiapeng Ji
Jiexi Yan
Cheng Deng
99
0
0
26 Sep 2025
An Adaptor for Triggering Semi-Supervised Learning to Out-of-Box Serve Deep Image Clustering
An Adaptor for Triggering Semi-Supervised Learning to Out-of-Box Serve Deep Image ClusteringIEEE Transactions on Image Processing (IEEE TIP), 2025
Yue Duan
Lei Qi
Yinghuan Shi
Yang Gao
117
0
0
25 Sep 2025
Is Meta-Learning Out? Rethinking Unsupervised Few-Shot Classification with Limited Entropy
Is Meta-Learning Out? Rethinking Unsupervised Few-Shot Classification with Limited Entropy
Yunchuan Guan
Yu Liu
Ke Zhou
Zhiqi Shen
Jenq-Neng Hwang
Serge Belongie
Lei Li
80
0
0
16 Sep 2025
Patch-Level Kernel Alignment for Dense Self-Supervised Learning
Patch-Level Kernel Alignment for Dense Self-Supervised Learning
Juan Yeo
Ijun Jang
Taesup Kim
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211
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06 Sep 2025
Center-Oriented Prototype Contrastive Clustering
Center-Oriented Prototype Contrastive Clustering
Shihao Dong
Xiaotong Zhou
Yuhui Zheng
Huiying Xu
Xinzhong Zhu
52
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0
21 Aug 2025
Generating Dialogues from Egocentric Instructional Videos for Task Assistance: Dataset, Method and Benchmark
Generating Dialogues from Egocentric Instructional Videos for Task Assistance: Dataset, Method and Benchmark
Lavisha Aggarwal
Vikas Bahirwani
Lin Li
Andrea Colaco
VGen
56
0
0
15 Aug 2025
Bootstrap Deep Spectral Clustering with Optimal Transport
Bootstrap Deep Spectral Clustering with Optimal Transport
Wengang Guo
Wei Ye
Chunchun Chen
Xin Sun
Christian Böhm
Claudia Plant
Susanto Rahardja
OT
191
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Temporally Consistent Unsupervised Segmentation for Mobile Robot Perception
Temporally Consistent Unsupervised Segmentation for Mobile Robot Perception
Christian Ellis
Maggie B. Wigness
Craig T. Lennon
L. Fiondella
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156
0
0
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Franca: Nested Matryoshka Clustering for Scalable Visual Representation Learning
Franca: Nested Matryoshka Clustering for Scalable Visual Representation Learning
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Valentinos Pariza
Mohammadreza Salehi
Lukas Knobel
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Elias Ramzi
Andrei Bursuc
Yuki M. Asano
179
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0
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Feed-Forward SceneDINO for Unsupervised Semantic Scene Completion
Feed-Forward SceneDINO for Unsupervised Semantic Scene Completion
Aleksandar Jevtić
Christoph Reich
Felix Wimbauer
Oliver Hahn
Christian Rupprecht
Stefan Roth
Daniel Cremers
228
1
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Clustering via Self-Supervised Diffusion
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Roy Uziel
Irit Chelly
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177
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SP$^2$OT: Semantic-Regularized Progressive Partial Optimal Transport for Imbalanced Clustering
SP2^22OT: Semantic-Regularized Progressive Partial Optimal Transport for Imbalanced Clustering
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Hui Ren
Xuming He
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283
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DIP: Unsupervised Dense In-Context Post-training of Visual Representations
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Sophia Sirko-Galouchenko
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Antonín Vobecký
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Nicolas Thome
219
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SyncMapV2: Robust and Adaptive Unsupervised Segmentation
SyncMapV2: Robust and Adaptive Unsupervised Segmentation
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Danilo Vasconcellos Vargas
279
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Interpretable Text-Guided Image Clustering via Iterative Search
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Bingchen Zhao
Oisin Mac Aodha
192
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Policy-Based Trajectory Clustering in Offline Reinforcement Learning
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222
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LogoSP: Local-global Grouping of Superpoints for Unsupervised Semantic Segmentation of 3D Point Clouds
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A Tutorial on Discriminative Clustering and Mutual Information
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F. Precioso
308
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07 May 2025
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Unsupervised Urban Land Use Mapping with Street View Contrastive Clustering and a Geographical Prior
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Martin Raubal
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161
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Bayesian Cross-Modal Alignment Learning for Few-Shot Out-of-Distribution Generalization
Bayesian Cross-Modal Alignment Learning for Few-Shot Out-of-Distribution GeneralizationAAAI Conference on Artificial Intelligence (AAAI), 2023
Lin Zhu
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Falcon: Fractional Alternating Cut with Overcoming Minima in Unsupervised Segmentation
Falcon: Fractional Alternating Cut with Overcoming Minima in Unsupervised Segmentation
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201
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300
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ViLAaD: Enhancing "Attracting and Dispersing'' Source-Free Domain Adaptation with Vision-and-Language Model
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168
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Approximate Size Targets Are Sufficient for Accurate Semantic Segmentation
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Keep It Light! Simplifying Image Clustering Via Text-Free Adapters
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Hierarchical Consensus Network for Multiview Feature Learning
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221
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