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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 / 514 papers shown
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Rethinking Alignment and Uniformity in Unsupervised Image Semantic
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Chenming Li
Haoquan Li
Wen-Fong Huang
Lingyun Huang
Jianguo Zhang
252
21
0
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ILSGAN: Independent Layer Synthesis for Unsupervised
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Qiran Zou
Yuzhou Nie
Wing Yin Cheung
Chang-rui Liu
Xiang Ji
GAN
440
5
0
25 Nov 2022
Peekaboo: Text to Image Diffusion Models are Zero-Shot Segmentors
Peekaboo: Text to Image Diffusion Models are Zero-Shot Segmentors
R. Burgert
Kanchana Ranasinghe
Xiang Li
Michael S. Ryoo
DiffMVLM
294
41
0
23 Nov 2022
C3: Cross-instance guided Contrastive Clustering
C3: Cross-instance guided Contrastive ClusteringBritish Machine Vision Conference (BMVC), 2022
M. Sadeghi
H. Hojjati
Narges Armanfard
716
16
0
14 Nov 2022
Unbiased Supervised Contrastive Learning
Unbiased Supervised Contrastive LearningInternational Conference on Learning Representations (ICLR), 2022
C. Barbano
Benoit Dufumier
Enzo Tartaglione
Marco Grangetto
Pietro Gori
FaMLSSL
266
45
0
10 Nov 2022
Spatiotemporal k-means
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Olga Dorabiala
D. Dabke
Jennifer Webster
Nathan Kutz
Aleksandr Aravkin
265
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0
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Unsupervised Visual Representation Learning via Mutual Information
  Regularized Assignment
Unsupervised Visual Representation Learning via Mutual Information Regularized AssignmentNeural Information Processing Systems (NeurIPS), 2022
Dong Lee
Sung-Ik Choi
Hyunwoo J. Kim
Sae-Young Chung
SSL
185
7
0
04 Nov 2022
Oracle-guided Contrastive Clustering
Oracle-guided Contrastive Clustering
Mengdie Wang
Liyuan Shang
Suyun Zhao
Yiming Wang
Hong Chen
Cuiping Li
Xizhao Wang
154
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0
01 Nov 2022
SL3D: Self-supervised-Self-labeled 3D Recognition
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Lan Ma
Jiajun Shen
Xiaojuan Qi
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247
4
0
30 Oct 2022
Saliency Can Be All You Need In Contrastive Self-Supervised Learning
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Veysel Kocaman
O. M. Shir
Thomas Bäck
A. Belbachir
158
1
0
30 Oct 2022
FUSSL: Fuzzy Uncertain Self Supervised Learning
FUSSL: Fuzzy Uncertain Self Supervised LearningIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022
S. Mohamadi
Gianfranco Doretto
Donald Adjeroh
188
7
0
28 Oct 2022
GLCC: A General Framework for Graph-Level Clustering
GLCC: A General Framework for Graph-Level ClusteringAAAI Conference on Artificial Intelligence (AAAI), 2022
Wei Ju
Yiyang Gu
Binqi Chen
Gongbo Sun
Yifang Qin
Xing Liu
Xiao Luo
Ming Zhang
235
54
0
21 Oct 2022
Unsupervised Image Semantic Segmentation through Superpixels and Graph
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Unsupervised Image Semantic Segmentation through Superpixels and Graph Neural NetworksSocial Science Research Network (SSRN), 2022
Moshe Eliasof
Nir Ben Zikri
Eran Treister
SSLGNN
172
7
0
21 Oct 2022
Twin Contrastive Learning for Online Clustering
Twin Contrastive Learning for Online ClusteringInternational Journal of Computer Vision (IJCV), 2022
Yunfan Li
Mouxing Yang
Dezhong Peng
Taihao Li
Jian-Tao Huang
Xiaocui Peng
242
144
0
21 Oct 2022
Perceptual Grouping in Contrastive Vision-Language Models
Perceptual Grouping in Contrastive Vision-Language ModelsIEEE International Conference on Computer Vision (ICCV), 2022
Kanchana Ranasinghe
Brandon McKinzie
S. S. Ravi
Yinfei Yang
Alexander Toshev
Jonathon Shlens
VLM
471
74
0
18 Oct 2022
MOVE: Unsupervised Movable Object Segmentation and Detection
MOVE: Unsupervised Movable Object Segmentation and DetectionNeural Information Processing Systems (NeurIPS), 2022
Adam Bielski
Paolo Favaro
OCL
282
26
0
14 Oct 2022
Spatiotemporal Classification with limited labels using Constrained
  Clustering for large datasets
Spatiotemporal Classification with limited labels using Constrained Clustering for large datasetsSDM (SDM), 2022
Praveen Ravirathinam
Rahul Ghosh
Ke Wang
Keyang Xuan
A. Khandelwal
H. Dugan
Paul C. Hanson
Vipin Kumar
184
1
0
14 Oct 2022
Self-Guided Diffusion Models
Self-Guided Diffusion ModelsComputer Vision and Pattern Recognition (CVPR), 2022
Vincent Tao Hu
David W. Zhang
Yuki M. Asano
Gertjan J. Burghouts
Cees G. M. Snoek
391
42
0
12 Oct 2022
Generalised Mutual Information for Discriminative Clustering
Generalised Mutual Information for Discriminative ClusteringNeural Information Processing Systems (NeurIPS), 2022
Louis Ohl
Pierre-Alexandre Mattei
C. Bouveyron
Warith Harchaoui
Mickael Leclercq
Arnaud Droit
F. Precioso
254
7
0
12 Oct 2022
ACSeg: Adaptive Conceptualization for Unsupervised Semantic Segmentation
ACSeg: Adaptive Conceptualization for Unsupervised Semantic SegmentationComputer Vision and Pattern Recognition (CVPR), 2022
Kehan Li
Zhennan Wang
Ze-Long Cheng
Runyi Yu
Yian Zhao
Guoli Song
Chang Liu
Li-ming Yuan
Jie Chen
276
46
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12 Oct 2022
Word Sense Induction with Hierarchical Clustering and Mutual Information
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Word Sense Induction with Hierarchical Clustering and Mutual Information MaximizationAI Open (AO), 2022
Hadi Abdine
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106
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11 Oct 2022
Deep Clustering: A Comprehensive Survey
Deep Clustering: A Comprehensive SurveyIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2022
Yazhou Ren
Jingyu Pu
Zhimeng Yang
Jie Xu
Guofeng Li
X. Pu
Philip S. Yu
Lifang He
HAI
305
198
0
09 Oct 2022
Modeling Inter-Class and Intra-Class Constraints in Novel Class
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Modeling Inter-Class and Intra-Class Constraints in Novel Class DiscoveryComputer Vision and Pattern Recognition (CVPR), 2022
Wenbin Li
Zhichen Fan
Jing Huo
Yang Gao
388
46
0
07 Oct 2022
Smooth image-to-image translations with latent space interpolations
Smooth image-to-image translations with latent space interpolations
Yahui Liu
E. Sangineto
Yajing Chen
Linchao Bao
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Andrii Zadaianchuk
Bruno Lepri
Marco De Nadai
204
2
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03 Oct 2022
Learning Hierarchical Image Segmentation For Recognition and By
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Learning Hierarchical Image Segmentation For Recognition and By RecognitionInternational Conference on Learning Representations (ICLR), 2022
Tsung-Wei Ke
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474
16
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Bridging the Gap to Real-World Object-Centric Learning
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Maximilian Seitzer
Max Horn
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Dominik Zietlow
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Thomas Brox
Francesco Locatello
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340
201
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Habitat classification from satellite observations with sparse
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Pekka. Harma
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S. Anttila
Jenni Raitoharju
127
0
0
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Improving Image Clustering through Sample Ranking and Its Application to
  remote--sensing images
Improving Image Clustering through Sample Ranking and Its Application to remote--sensing imagesRemote Sensing (RS), 2022
Qing Li
Guoping Qiu
209
2
0
26 Sep 2022
View-Invariant Skeleton-based Action Recognition via Global-Local
  Contrastive Learning
View-Invariant Skeleton-based Action Recognition via Global-Local Contrastive Learning
Cunling Bian
Wei Feng
Fanbo Meng
Song Wang
3DH
199
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Capsule Network based Contrastive Learning of Unsupervised Visual
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Capsule Network based Contrastive Learning of Unsupervised Visual Representations
Harsh Panwar
Ioannis Patras
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151
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NamedMask: Distilling Segmenters from Complementary Foundation Models
NamedMask: Distilling Segmenters from Complementary Foundation Models
Gyungin Shin
Weidi Xie
Samuel Albanie
ISegVLM
246
24
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NeRF-SOS: Any-View Self-supervised Object Segmentation on Complex Scenes
NeRF-SOS: Any-View Self-supervised Object Segmentation on Complex ScenesInternational Conference on Learning Representations (ICLR), 2022
Zhiwen Fan
Peihao Wang
Lezhi Li
Xinyu Gong
Dejia Xu
Zinan Lin
489
77
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Visual Recognition with Deep Nearest Centroids
Visual Recognition with Deep Nearest CentroidsInternational Conference on Learning Representations (ICLR), 2022
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Measuring the Interpretability of Unsupervised Representations via
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171
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Shufang Li
Yu Kato
Kazuki Kozuka
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Colorado Reed
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224
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Skeleton Prototype Contrastive Learning with Multi-Level Graph Relation
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Skeleton Prototype Contrastive Learning with Multi-Level Graph Relation Modeling for Unsupervised Person Re-Identification
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Steven C. H. Hoi
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186
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Semi-Supervised and Unsupervised Deep Visual Learning: A Survey
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Yanbei Chen
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Xiatian Zhu
Zeynep Akata
351
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24 Aug 2022
SCALE: Online Self-Supervised Lifelong Learning without Prior Knowledge
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Sicun Gao
Tajana Simunic
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416
21
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24 Aug 2022
Semantic-Enhanced Image Clustering
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Shao-Qian Cai
Li-qing Qiu
Xiaojun Chen
Qin Zhang
Long Chen
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190
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EAA-Net: Rethinking the Autoencoder Architecture with Intra-class
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Xia Li
Jijun Tang
Fei Guo
231
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SensorSCAN: Self-Supervised Learning and Deep Clustering for Fault
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Maksim Golyadkin
Vitaliy Pozdnyakov
L. Zhukov
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184
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Anomaly segmentation model for defects detection in electroluminescence
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Artem I. Vasilyev
Fedor Egorov
D. Saykin
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386
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Unsupervised Tissue Segmentation via Deep Constrained Gaussian Network
Unsupervised Tissue Segmentation via Deep Constrained Gaussian NetworkIEEE Transactions on Medical Imaging (IEEE TMI), 2022
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Pen Tang
Guyue Zhang
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Zhihong Liu
Zhifan Gao
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227
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Deep Clustering with Features from Self-Supervised Pretraining
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207
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