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1807.06653
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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
SSL
VLM
Re-assign community
ArXiv (abs)
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Github (881★)
Papers citing
"Invariant Information Clustering for Unsupervised Image Classification and Segmentation"
50 / 514 papers shown
A Comprehensive Survey on Deep Clustering: Taxonomy, Challenges, and Future Directions
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Hongjia Xu
Zhuonan Zheng
Jiawei Chen
Zhao Li
Jiajun Bu
Jia Wu
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Wenwu Zhu
Martin Ester
244
160
0
15 Jun 2022
ReCo: Retrieve and Co-segment for Zero-shot Transfer
Neural Information Processing Systems (NeurIPS), 2022
Gyungin Shin
Weidi Xie
Samuel Albanie
VLM
364
126
0
14 Jun 2022
Self-Supervised Representation Learning With MUlti-Segmental Informational Coding (MUSIC)
Chuang Niu
Ge Wang
SSL
137
6
0
13 Jun 2022
Discovering Object Masks with Transformers for Unsupervised Semantic Segmentation
Wouter Van Gansbeke
Simon Vandenhende
Luc Van Gool
232
63
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13 Jun 2022
Federated Momentum Contrastive Clustering
ACM Transactions on Intelligent Systems and Technology (ACM TIST), 2022
Runxuan Miao
Erdem Koyuncu
FedML
204
18
0
10 Jun 2022
Hierarchical mixtures of Gaussians for combined dimensionality reduction and clustering
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Philipp Berens
199
0
0
10 Jun 2022
Spatial Entropy as an Inductive Bias for Vision Transformers
Machine-mediated learning (ML), 2022
E. Peruzzo
E. Sangineto
Yahui Liu
Marco De Nadai
Wei Bi
Bruno Lepri
Andrii Zadaianchuk
ViT
MDE
289
7
0
09 Jun 2022
Stacked unsupervised learning with a network architecture found by supervised meta-learning
Kyle L. Luther
H. S. Seung
SSL
160
0
0
06 Jun 2022
Strongly Augmented Contrastive Clustering
Pattern Recognition (Pattern Recogn.), 2022
Xiao-Xue Deng
Dong Huang
Dingfan Chen
Changdong Wang
Jianhuang Lai
325
82
0
01 Jun 2022
DeepCluE: Enhanced Image Clustering via Multi-layer Ensembles in Deep Neural Networks
Dong Huang
Ding Chen
Xiang Chen
Changdong Wang
Jianhuang Lai
284
4
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01 Jun 2022
A Survey on Deep Learning for Skin Lesion Segmentation
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Kumar Abhishek
Alceu Bissoto
Catarina Barata
Sandra Avila
Eduardo Valle
M. Celebi
Ghassan Hamarneh
492
152
0
01 Jun 2022
Self-Supervised Visual Representation Learning with Semantic Grouping
Neural Information Processing Systems (NeurIPS), 2022
Xin Wen
Bingchen Zhao
Anlin Zheng
Xinming Zhang
Xiaojuan Qi
SSL
418
85
0
30 May 2022
CIGMO: Categorical invariant representations in a deep generative framework
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H. Hosoya
GAN
OCL
116
0
0
27 May 2022
ReSmooth: Detecting and Utilizing OOD Samples when Training with Data Augmentation
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Chenyang Wang
Junjun Jiang
Xiong Zhou
Xianming Liu
208
6
0
25 May 2022
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Lang Qian
Shengjie Zheng
Chun-jian Deng
C. Yang
Xiaojian Li
118
1
0
24 May 2022
Guess What Moves: Unsupervised Video and Image Segmentation by Anticipating Motion
British Machine Vision Conference (BMVC), 2022
Subhabrata Choudhury
Laurynas Karazija
Iro Laina
Andrea Vedaldi
Christian Rupprecht
OCL
VOS
360
46
0
16 May 2022
Deep Spectral Methods: A Surprisingly Strong Baseline for Unsupervised Semantic Segmentation and Localization
Computer Vision and Pattern Recognition (CVPR), 2022
Luke Melas-Kyriazi
Christian Rupprecht
Iro Laina
Andrea Vedaldi
303
188
0
16 May 2022
Attracting and Dispersing: A Simple Approach for Source-free Domain Adaptation
Neural Information Processing Systems (NeurIPS), 2022
Shiqi Yang
Yaxing Wang
Kai Wang
Shangling Jui
Joost van de Weijer
345
174
0
09 May 2022
Elucidating Meta-Structures of Noisy Labels in Semantic Segmentation by Deep Neural Networks
Yaoru Luo
Guo-Shuai Liu
Yuanhao Guo
Ge Yang
NoLa
199
1
0
30 Apr 2022
Self-Supervised Learning of Object Parts for Semantic Segmentation
Computer Vision and Pattern Recognition (CVPR), 2022
A. Ziegler
Yuki M. Asano
SSL
OCL
330
127
0
27 Apr 2022
Self-Supervised Information Bottleneck for Deep Multi-View Subspace Clustering
IEEE Transactions on Image Processing (IEEE TIP), 2022
Shiye Wang
Changsheng Li
Yanming Li
Ye Yuan
Guoren Wang
SSL
145
73
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26 Apr 2022
Unsupervised Learning of Unbiased Visual Representations
IEEE Transactions on Artificial Intelligence (IEEE TAI), 2022
C. Barbano
Enzo Tartaglione
Marco Grangetto
SSL
CML
OOD
288
1
0
26 Apr 2022
Unsupervised Hierarchical Semantic Segmentation with Multiview Cosegmentation and Clustering Transformers
Computer Vision and Pattern Recognition (CVPR), 2022
Tsung-Wei Ke
Jyh-Jing Hwang
Yunhui Guo
Xudong Wang
Stella X. Yu
218
56
0
25 Apr 2022
EPiDA: An Easy Plug-in Data Augmentation Framework for High Performance Text Classification
North American Chapter of the Association for Computational Linguistics (NAACL), 2022
Minyi Zhao
Lu Zhang
Yi Xu
Jiandong Ding
Jihong Guan
Shuigeng Zhou
VLM
190
13
0
24 Apr 2022
SegDiscover: Visual Concept Discovery via Unsupervised Semantic Segmentation
Haiyang Huang
Zhi Chen
Cynthia Rudin
211
14
0
22 Apr 2022
Unseen Object Instance Segmentation with Fully Test-time RGB-D Embeddings Adaptation
IEEE International Conference on Robotics and Automation (ICRA), 2022
Lu Zhang
Siqi Zhang
Xu Yang
Hong Qiao
Zhiyong Liu
156
12
0
21 Apr 2022
The Self-Optimal-Transport Feature Transform
Daniel Shalam
Simon Korman
OT
165
23
0
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Self-Supervised Leaf Segmentation under Complex Lighting Conditions
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Xufeng Lin
Chan Li
Scott Adams
Abbas Kouzani
Richard Jiang
...
Michael Vernon
Egan H. Doeven
Lawrence D. Webb
Todd Mcclellan
Adam Guskic
VLM
203
36
0
29 Mar 2022
Rethinking Semantic Segmentation: A Prototype View
Computer Vision and Pattern Recognition (CVPR), 2022
Tianfei Zhou
Wenguan Wang
E. Konukoglu
Luc Van Gool
SSeg
373
324
0
28 Mar 2022
Self-supervised Semantic Segmentation Grounded in Visual Concepts
International Joint Conference on Artificial Intelligence (IJCAI), 2022
Wenbin He
William C. Surmeier
A. Shekar
Liangke Gou
Liu Ren
SSL
244
9
0
25 Mar 2022
Drive&Segment: Unsupervised Semantic Segmentation of Urban Scenes via Cross-modal Distillation
European Conference on Computer Vision (ECCV), 2022
Antonín Vobecký
David Hurych
Oriane Siméoni
Spyros Gidaris
Andrei Bursuc
Patrick Pérez
Josef Sivic
3DPC
281
29
0
21 Mar 2022
Dense Siamese Network for Dense Unsupervised Learning
European Conference on Computer Vision (ECCV), 2022
Wenwei Zhang
Jiangmiao Pang
Kai-xiang Chen
Chen Change Loy
191
16
0
21 Mar 2022
Deep Unsupervised Hashing with Latent Semantic Components
AAAI Conference on Artificial Intelligence (AAAI), 2022
Qinghong Lin
Xiaojun Chen
Qin Zhang
Shao-Qian Cai
Wenzhe Zhao
Hongfa Wang
273
3
0
17 Mar 2022
CYBORGS: Contrastively Bootstrapping Object Representations by Grounding in Segmentation
European Conference on Computer Vision (ECCV), 2022
Renhao Wang
Hang Zhao
Yang Gao
SSL
254
1
0
17 Mar 2022
Object discovery and representation networks
European Conference on Computer Vision (ECCV), 2022
Olivier J. Hénaff
Skanda Koppula
Evan Shelhamer
Daniel Zoran
Andrew Jaegle
Andrew Zisserman
João Carreira
Relja Arandjelović
425
95
0
16 Mar 2022
Unsupervised Semantic Segmentation by Distilling Feature Correspondences
International Conference on Learning Representations (ICLR), 2022
Mark Hamilton
Zhoutong Zhang
Bharath Hariharan
Noah Snavely
William T. Freeman
260
298
0
16 Mar 2022
Adversarial Dual-Student with Differentiable Spatial Warping for Semi-Supervised Semantic Segmentation
Cong Cao
Tianwei Lin
Dongliang He
Fu Li
Huanjing Yue
Jingyu Yang
Errui Ding
343
23
0
05 Mar 2022
FreeSOLO: Learning to Segment Objects without Annotations
Computer Vision and Pattern Recognition (CVPR), 2022
Xinlong Wang
Zhiding Yu
Shalini De Mello
Jan Kautz
Anima Anandkumar
Chunhua Shen
J. Álvarez
ISeg
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337
139
0
24 Feb 2022
Fully Self-Supervised Learning for Semantic Segmentation
Yuan Wang
Wei Zhuo
Yucong Li
Zhi Wang
Qi Ju
Wenwu Zhu
SSL
127
17
0
24 Feb 2022
A Differential Entropy Estimator for Training Neural Networks
International Conference on Machine Learning (ICML), 2022
Georg Pichler
Pierre Colombo
Malik Boudiaf
Günther Koliander
Pablo Piantanida
307
27
0
14 Feb 2022
Deep Deterministic Independent Component Analysis for Hyperspectral Unmixing
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Shujian Yu
José C. Príncipe
215
8
0
07 Feb 2022
Boundary-aware Information Maximization for Self-supervised Medical Image Segmentation
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Ping Wang
M. Pedersoli
Christian Desrosiers
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283
9
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04 Feb 2022
HCSC: Hierarchical Contrastive Selective Coding
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Minghao Xu
Jiawen Li
Bingbing Ni
Xuanyu Zhu
Zhenbang Sun
Yi Tian Xu
303
90
0
01 Feb 2022
Fair Node Representation Learning via Adaptive Data Augmentation
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Yanning Shen
119
38
0
21 Jan 2022
Disentangled Latent Transformer for Interpretable Monocular Height Estimation
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Sining Chen
Yilei Shi
Xiaoxiang Zhu
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189
7
0
17 Jan 2022
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International Conference on Learning Representations (ICLR), 2021
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Jung-Woo Ha
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304
14
0
30 Dec 2021
Anomaly Clustering: Grouping Images into Coherent Clusters of Anomaly Types
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2021
Kihyuk Sohn
Chang Jo Kim
Chun-Liang Li
Chen-Yu Lee
Tomas Pfister
198
23
0
21 Dec 2021
Out-of-Distribution Detection Without Class Labels
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Ron Abutbul
Yedid Hoshen
OODD
250
12
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AAAI Conference on Artificial Intelligence (AAAI), 2021
Daniel de Mello
Renato M. Assunção
Fabricio Murai
264
21
0
06 Dec 2021
Semantic Segmentation In-the-Wild Without Seeing Any Segmentation Examples
Nir Zabari
Yedid Hoshen
VLM
219
29
0
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