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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
Vocabulary-free Image Classification
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Enrico Fini
Goran Frehse
Paolo Rota
Yiming Wang
Elisa Ricci
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465
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01 Jun 2023
Rotating Features for Object Discovery
Rotating Features for Object DiscoveryNeural Information Processing Systems (NeurIPS), 2023
Sindy Löwe
Phillip Lippe
Francesco Locatello
Max Welling
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408
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0
01 Jun 2023
GrowSP: Unsupervised Semantic Segmentation of 3D Point Clouds
GrowSP: Unsupervised Semantic Segmentation of 3D Point CloudsComputer Vision and Pattern Recognition (CVPR), 2023
Zihui Zhang
Bo Yang
Bing Wang
Bo Li
3DPC
243
58
0
25 May 2023
Robust Representation Learning with Reliable Pseudo-labels Generation
  via Self-Adaptive Optimal Transport for Short Text Clustering
Robust Representation Learning with Reliable Pseudo-labels Generation via Self-Adaptive Optimal Transport for Short Text ClusteringAnnual Meeting of the Association for Computational Linguistics (ACL), 2023
Xiaolin Zheng
Mengling Hu
Weiming Liu
Chaochao Chen
Xinting Liao
OODAI4TS
152
16
0
23 May 2023
A benchmark for computational analysis of animal behavior, using
  animal-borne tags
A benchmark for computational analysis of animal behavior, using animal-borne tagsMovement Ecology (Mov Ecol), 2023
Benjamin Hoffman
M. Cusimano
V. Baglione
D. Canestrari
D. Chevallier
...
O. Vainio
A. Vehkaoja
Ken Yoda
Katie Zacarian
A. Friedlaender
257
16
0
18 May 2023
Mastering Long-Tail Complexity on Graphs: Characterization, Learning,
  and Generalization
Mastering Long-Tail Complexity on Graphs: Characterization, Learning, and GeneralizationKnowledge Discovery and Data Mining (KDD), 2023
Haohui Wang
Baoyu Jing
Kaize Ding
Yada Zhu
Wei Cheng
Si Zhang
Yonghui Fan
Liqing Zhang
Dawei Zhou
372
11
0
17 May 2023
Component-aware anomaly detection framework for adjustable and logical
  industrial visual inspection
Component-aware anomaly detection framework for adjustable and logical industrial visual inspectionAdvanced Engineering Informatics (Adv. Eng. Inform.), 2023
Tongkun Liu
Bing Li
Xiao Du
Bingke Jiang
Xiao Jin
Liuyi Jin
Zhu Zhao
207
47
0
15 May 2023
Learning Structure Aware Deep Spectral Embedding
Learning Structure Aware Deep Spectral EmbeddingIEEE Transactions on Image Processing (IEEE TIP), 2023
Hira Yaseen
Arif Mahmood
170
4
0
14 May 2023
A Critical View of Vision-Based Long-Term Dynamics Prediction Under
  Environment Misalignment
A Critical View of Vision-Based Long-Term Dynamics Prediction Under Environment MisalignmentInternational Conference on Machine Learning (ICML), 2023
Hanchen Xie
Jiageng Zhu
Mahyar Khayatkhoei
Jiazhi Li
Mohamed E. Hussein
Wael AbdAlmgaeed
203
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0
12 May 2023
CLIP-S$^4$: Language-Guided Self-Supervised Semantic Segmentation
CLIP-S4^44: Language-Guided Self-Supervised Semantic SegmentationComputer Vision and Pattern Recognition (CVPR), 2023
Wenbin He
Suphanut Jamonnak
Liangke Gou
Liu Ren
VLM
343
46
0
01 May 2023
Unsupervised Discovery of 3D Hierarchical Structure with Generative
  Diffusion Features
Unsupervised Discovery of 3D Hierarchical Structure with Generative Diffusion FeaturesInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2023
Nurislam Tursynbek
Marc Niethammer
MedImDiffM
265
6
0
28 Apr 2023
High-dimensional Clustering onto Hamiltonian Cycle
High-dimensional Clustering onto Hamiltonian CycleInternational Conference on Machine Learning (ICML), 2023
Tianyi Huang
Sheng-Hsien Cheng
Stan Z. Li
Zhengjun Zhang
146
11
0
27 Apr 2023
Zero-shot Unsupervised Transfer Instance Segmentation
Zero-shot Unsupervised Transfer Instance Segmentation
Gyungin Shin
Samuel Albanie
Weidi Xie
ISegVLM
303
7
0
27 Apr 2023
Invariant Scattering Transform for Medical Imaging
Invariant Scattering Transform for Medical Imaging
M. Ahsan
S. Raman
Zahed Siddique
OOD
209
2
0
20 Apr 2023
Contrastive Tuning: A Little Help to Make Masked Autoencoders Forget
Contrastive Tuning: A Little Help to Make Masked Autoencoders ForgetAAAI Conference on Artificial Intelligence (AAAI), 2023
Johannes Lehner
Benedikt Alkin
Andreas Fürst
Elisabeth Rumetshofer
Lukas Miklautz
Sepp Hochreiter
338
21
0
20 Apr 2023
MARS: Model-agnostic Biased Object Removal without Additional
  Supervision for Weakly-Supervised Semantic Segmentation
MARS: Model-agnostic Biased Object Removal without Additional Supervision for Weakly-Supervised Semantic SegmentationIEEE International Conference on Computer Vision (ICCV), 2023
Sang-Kee Jo
In-Jae Yu
Kyungsu Kim
363
28
0
19 Apr 2023
Learnable Earth Parser: Discovering 3D Prototypes in Aerial Scans
Learnable Earth Parser: Discovering 3D Prototypes in Aerial ScansComputer Vision and Pattern Recognition (CVPR), 2023
Romain Loiseau
Elliot Vincent
Mathieu Aubry
Loic Landrieu
3DPC
231
5
0
19 Apr 2023
ContraCluster: Learning to Classify without Labels by Contrastive
  Self-Supervision and Prototype-Based Semi-Supervision
ContraCluster: Learning to Classify without Labels by Contrastive Self-Supervision and Prototype-Based Semi-SupervisionInternational Conference on Pattern Recognition (ICPR), 2022
Seongho Joe
Byoungjip Kim
Ho. Kang
Kyoungwon Park
Bogun Kim
Jaeseon Park
Joonseok Lee
Youngjune Gwon
SSL
167
3
0
19 Apr 2023
PointDC:Unsupervised Semantic Segmentation of 3D Point Clouds via
  Cross-modal Distillation and Super-Voxel Clustering
PointDC:Unsupervised Semantic Segmentation of 3D Point Clouds via Cross-modal Distillation and Super-Voxel ClusteringIEEE International Conference on Computer Vision (ICCV), 2023
Zisheng Chen
Hongbin Xu
Weitao Chen
Zhipeng Zhou
Haihong Xiao
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Xuansong Xie
Wenxiong Kang
3DPC
282
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18 Apr 2023
Uncovering the Inner Workings of STEGO for Safe Unsupervised Semantic
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Alexander Koenig
Maximilian Schambach
Johannes Otterbach
200
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ElegansNet: a brief scientific report and initial experiments
ElegansNet: a brief scientific report and initial experimentsbioRxiv (bioRxiv), 2023
Francesco Bardozzo
Andrea Terlizzi
Pietro Lio
R. Tagliaferri
176
2
0
06 Apr 2023
Learning Neural Eigenfunctions for Unsupervised Semantic Segmentation
Learning Neural Eigenfunctions for Unsupervised Semantic SegmentationIEEE International Conference on Computer Vision (ICCV), 2023
Zhijie Deng
Yucen Luo
218
7
0
06 Apr 2023
What's in a Name? Beyond Class Indices for Image Recognition
What's in a Name? Beyond Class Indices for Image Recognition
Kai Han
Yandong Li
S. Vaze
Jie Li
Xuhui Jia
VLM
228
11
0
05 Apr 2023
DivClust: Controlling Diversity in Deep Clustering
DivClust: Controlling Diversity in Deep ClusteringComputer Vision and Pattern Recognition (CVPR), 2023
Ioannis Maniadis Metaxas
Georgios Tzimiropoulos
Ioannis Patras
208
29
0
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Exploring the Limits of Deep Image Clustering using Pretrained Models
Exploring the Limits of Deep Image Clustering using Pretrained ModelsBritish Machine Vision Conference (BMVC), 2023
Tim Kaiser
Félix D. P. Michels
Hamza Kalisch
M. Kollmann
VLM
317
40
0
31 Mar 2023
Removing supervision in semantic segmentation with local-global matching
  and area balancing
Removing supervision in semantic segmentation with local-global matching and area balancing
Simone Rossetti
Nico Sama
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310
0
0
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Leveraging Hidden Positives for Unsupervised Semantic Segmentation
Leveraging Hidden Positives for Unsupervised Semantic SegmentationComputer Vision and Pattern Recognition (CVPR), 2023
Hyun Seok Seong
WonJun Moon
Subeen Lee
Jae-Pil Heo
ViT
358
48
0
27 Mar 2023
IFSeg: Image-free Semantic Segmentation via Vision-Language Model
IFSeg: Image-free Semantic Segmentation via Vision-Language ModelComputer Vision and Pattern Recognition (CVPR), 2023
Sukmin Yun
S. Park
Paul Hongsuck Seo
Jinwoo Shin
VLMMLLM
183
20
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25 Mar 2023
Test-time Detection and Repair of Adversarial Samples via Masked
  Autoencoder
Test-time Detection and Repair of Adversarial Samples via Masked Autoencoder
Yun-Yun Tsai
Ju-Chin Chao
Albert Wen
Zhaoyuan Yang
Chengzhi Mao
Tapan Shah
Junfeng Yang
AAML
260
3
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22 Mar 2023
MV-MR: multi-views and multi-representations for self-supervised
  learning and knowledge distillation
MV-MR: multi-views and multi-representations for self-supervised learning and knowledge distillationEntropy (Entropy), 2023
Vitaliy Kinakh
M. Drozdova
Svyatoslav Voloshynovskiy
193
4
0
21 Mar 2023
Novel Class Discovery for 3D Point Cloud Semantic Segmentation
Novel Class Discovery for 3D Point Cloud Semantic SegmentationComputer Vision and Pattern Recognition (CVPR), 2023
Luigi Riz
Cristiano Saltori
Elisa Ricci
Fabio Poiesi
3DPC
277
30
0
21 Mar 2023
On the Effects of Self-supervision and Contrastive Alignment in Deep
  Multi-view Clustering
On the Effects of Self-supervision and Contrastive Alignment in Deep Multi-view ClusteringComputer Vision and Pattern Recognition (CVPR), 2023
Daniel J. Trosten
Sigurd Løkse
Robert Jenssen
Michael C. Kampffmeyer
142
45
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DiffusionSeg: Adapting Diffusion Towards Unsupervised Object Discovery
DiffusionSeg: Adapting Diffusion Towards Unsupervised Object Discovery
Chaofan Ma
Yu-Hao Yang
Chen Ju
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Yu Wang
Ya Zhang
Yanfeng Wang
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205
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Class-level Multiple Distributions Representation are Necessary for
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Class-level Multiple Distributions Representation are Necessary for Semantic SegmentationInternational Conference on Database Systems for Advanced Applications (DASFAA), 2023
Jianjian Yin
Zhichao Zheng
Yanhui Gu
Junsheng Zhou
Yi Chen
251
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Collision Cross-entropy for Soft Class Labels and Deep Clustering
Collision Cross-entropy for Soft Class Labels and Deep Clustering
Z. Zhang
Yuri Boykov
208
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13 Mar 2023
Deep Clustering with a Constraint for Topological Invariance based on
  Symmetric InfoNCE
Deep Clustering with a Constraint for Topological Invariance based on Symmetric InfoNCENeural Computation (Neural Comput.), 2023
Yuhui Zhang
Yuichiro Wada
Hiroki Waida
Kaito Goto
Yusaku Hino
Takafumi Kanamori
174
7
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Contrastive Hierarchical Clustering
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Michal Znale'zniak
P. Rola
Patryk Kaszuba
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Marek Śmieja
167
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DMSA: Dynamic Multi-scale Unsupervised Semantic Segmentation Based on
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DMSA: Dynamic Multi-scale Unsupervised Semantic Segmentation Based on Adaptive AffinityIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023
Kun Yang
Jun Lu
158
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Convolutional Visual Prompt for Robust Visual Perception
Convolutional Visual Prompt for Robust Visual PerceptionNeural Information Processing Systems (NeurIPS), 2023
Yun-Yun Tsai
Chengzhi Mao
Junfeng Yang
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345
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Find Beauty in the Rare: Contrastive Composition Feature Clustering for
  Nontrivial Cropping Box Regression
Find Beauty in the Rare: Contrastive Composition Feature Clustering for Nontrivial Cropping Box RegressionAAAI Conference on Artificial Intelligence (AAAI), 2023
Zhiyu Pan
Yinpeng Chen
Jiale Zhang
Hao Lu
Zhiguo Cao
Weicai Zhong
CoGe
173
8
0
17 Feb 2023
A Prototype-Oriented Clustering for Domain Shift with Source Privacy
A Prototype-Oriented Clustering for Domain Shift with Source Privacy
Korawat Tanwisuth
Shujian Zhang
Pengcheng He
Mingyuan Zhou
206
3
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08 Feb 2023
SimCon Loss with Multiple Views for Text Supervised Semantic
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SimCon Loss with Multiple Views for Text Supervised Semantic Segmentation
Yash J. Patel
Yusheng Xie
Yi Zhu
Srikar Appalaraju
R. Manmatha
200
4
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PointSmile: Point Self-supervised Learning via Curriculum Mutual
  Information
PointSmile: Point Self-supervised Learning via Curriculum Mutual InformationScience China Information Sciences (Sci China Inf Sci), 2023
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Mingqiang Wei
Songcan Chen
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279
8
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Discriminative Entropy Clustering and its Relation to K-means and SVM
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150
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Heterogeneous Tri-stream Clustering Network
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Unsupervised Manifold Linearizing and Clustering
Unsupervised Manifold Linearizing and ClusteringIEEE International Conference on Computer Vision (ICCV), 2023
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