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Joint Unsupervised Learning of Deep Representations and Image Clusters

13 April 2016

Jianwei Yang

Devi Parikh

Dhruv Batra

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Papers citing "Joint Unsupervised Learning of Deep Representations and Image Clusters"

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Title
Unsupervised Action Segmentation by Joint Representation Learning and Online Clustering Sateesh Kumar S. Haresh Awais Ahmed Andrey Konin M. Zia Quoc-Huy Tran SSL 104 48 0 27 May 2021
Self-supervised Learning on Graphs: Contrastive, Generative,or Predictive Lirong Wu Haitao Lin Zhangyang Gao Cheng Tan Stan.Z.Li SSL 91 260 0 16 May 2021
Mean Shift for Self-Supervised Learning Soroush Abbasi Koohpayegani Ajinkya Tejankar Hamed Pirsiavash SSL 63 93 0 15 May 2021
VICReg: Variance-Invariance-Covariance Regularization for Self-Supervised Learning Adrien Bardes Jean Ponce Yann LeCun SSL DML 167 945 0 11 May 2021
Towards Discovery and Attribution of Open-world GAN Generated Images Sharath Girish Saksham Suri Saketh Rambhatla Abhinav Shrivastava 133 70 0 10 May 2021
Exploring Instance Relations for Unsupervised Feature Embedding Yifei Zhang Yu Zhou Weiping Wang 71 6 0 07 May 2021
MiCE: Mixture of Contrastive Experts for Unsupervised Image Clustering Tsung Wei Tsai Chongxuan Li Jun Zhu 65 61 0 05 May 2021
A Theoretical-Empirical Approach to Estimating Sample Complexity of DNNs Devansh Bisla Apoorva Nandini Saridena A. Choromańska 64 8 0 05 May 2021
Representation Learning for Clustering via Building Consensus A. Deshmukh Jayanth Reddy Regatti Eren Manavoglu Ürün Dogan SSL 51 9 0 04 May 2021
With a Little Help from My Friends: Nearest-Neighbor Contrastive Learning of Visual Representations Debidatta Dwibedi Y. Aytar Jonathan Tompson P. Sermanet Andrew Zisserman SSL 265 467 0 29 Apr 2021
Emerging Properties in Self-Supervised Vision Transformers Mathilde Caron Hugo Touvron Ishan Misra Hervé Jégou Julien Mairal Piotr Bojanowski Armand Joulin 769 6,144 0 29 Apr 2021
Self-supervised Representation Learning With Path Integral Clustering For Speaker Diarization Prachi Singh Sriram Ganapathy SSL 55 9 0 19 Apr 2021
Contrastive Learning for Sports Video: Unsupervised Player Classification Maria Koshkina Hemanth Pidaparthy J. Elder SSL 88 29 0 15 Apr 2021
Unsupervised Continual Learning Via Pseudo Labels Jiangpeng He Feng Zhu SSL CLL 44 25 0 14 Apr 2021
Self-supervised object detection from audio-visual correspondence Triantafyllos Afouras Yuki M. Asano Francois Fagan Andrea Vedaldi Florian Metze SSL 107 47 0 13 Apr 2021
Pseudo-supervised Deep Subspace Clustering Juncheng Lv Zhao Kang Xiao Lu Zenglin Xu 80 115 0 08 Apr 2021
Deep Learning and Traffic Classification: Lessons learned from a commercial-grade dataset with hundreds of encrypted and zero-day applications Lixuan Yang A. Finamore Feng Jun Dario Rossi 27 49 0 07 Apr 2021
Graph Contrastive Clustering Huasong Zhong Jianlong Wu Chong Chen Jianqiang Huang Minghua Deng Liqiang Nie Zhouchen Lin Xiansheng Hua 79 116 0 03 Apr 2021
Deep adaptive fuzzy clustering for evolutionary unsupervised representation learning Dayu Tan Zheng Huang Xin Peng W. Zhong V. Mahalec 56 12 0 31 Mar 2021
Unsupervised Hyperbolic Representation Learning via Message Passing Auto-Encoders Jiwoong Park Junho Cho H. Chang J. Choi SSL 71 23 0 30 Mar 2021
PiCIE: Unsupervised Semantic Segmentation using Invariance and Equivariance in Clustering Jang Hyun Cho Utkarsh Mall Kavita Bala B. Hariharan 96 196 0 30 Mar 2021
Self-Supervised Classification Network Elad Amrani Leonid Karlinsky A. Bronstein SSL 66 29 0 19 Mar 2021
Learning Multimodal Affinities for Textual Editing in Images Or Perel Oron Anschel Omri Ben-Eliezer Shai Mazor Hadar Averbuch-Elor 58 1 0 18 Mar 2021
SPICE: Semantic Pseudo-labeling for Image Clustering Chuang Niu Hongming Shan Ge Wang VLM 203 154 0 17 Mar 2021
Information Maximization Clustering via Multi-View Self-Labelling Foivos Ntelemis Yaochu Jin S. Thomas SSL 57 28 0 12 Mar 2021
Decorrelating Adversarial Nets for Clustering Mobile Network Data Márton Kajó Janik Schnellbach Stephen S. Mwanje Georg Carle 25 0 0 11 Mar 2021
Deep Superpixel Cut for Unsupervised Image Segmentation Qinghong Lin Weichan Zhong Jianglin Lu 31 10 0 10 Mar 2021
Doubly Contrastive Deep Clustering Zhiyuan Dang Cheng Deng Xu Yang Heng-Chiao Huang SSL 78 15 0 09 Mar 2021
Deep Clustering by Semantic Contrastive Learning Jiabo Huang S. Gong 94 15 0 03 Mar 2021
Clustering Aware Classification for Risk Prediction and Subtyping in Clinical Data Shivin Srivastava Siddharth Bhatia Lingxiao Huang Lim Jun Heng Kenji Kawaguchi Vaibhav Rajan CML 20 0 0 23 Feb 2021
Centroid Transformers: Learning to Abstract with Attention Lemeng Wu Xingchao Liu Qiang Liu 3DPC 96 29 0 17 Feb 2021
EEGFuseNet: Hybrid Unsupervised Deep Feature Characterization and Fusion for High-Dimensional EEG with An Application to Emotion Recognition Zhen Liang Rushuang Zhou Li Zhang Linling Li Gan Huang Zhiguo Zhang S. Ishii 74 73 0 07 Feb 2021
Open-World Semi-Supervised Learning Kaidi Cao Maria Brbic J. Leskovec BDL 86 188 0 06 Feb 2021
Faster Convergence in Deep-Predictive-Coding Networks to Learn Deeper Representations I. Sledge José C. Príncipe 47 1 0 18 Jan 2021
Chaotic-to-Fine Clustering for Unlabeled Plant Disease Images Uno Fang Jianxin Li Xuequan Lu Mumtaz Ali Longxiang Gao Yong Xiang 142 2 0 18 Jan 2021
SEED: Self-supervised Distillation For Visual Representation Zhiyuan Fang Jianfeng Wang Lijuan Wang Lei Zhang Yezhou Yang Zicheng Liu SSL 326 196 0 12 Jan 2021
Combining pretrained CNN feature extractors to enhance clustering of complex natural images Joris Guérin Stéphane Thiery E. Nyiri O. Gibaru Byron Boots 122 44 0 07 Jan 2021
Self-supervised Pre-training with Hard Examples Improves Visual Representations Chunyuan Li Xiujun Li Lei Zhang Baolin Peng Mingyuan Zhou Jianfeng Gao SSL 88 24 0 25 Dec 2020
Unsupervised deep clustering and reinforcement learning can accurately segment MRI brain tumors with very small training sets J. Stember H. Shalu 62 7 0 24 Dec 2020
Discovering New Intents with Deep Aligned Clustering Hanlei Zhang Hua Xu Ting-En Lin Rui Lv 148 119 0 16 Dec 2020
Objective-Based Hierarchical Clustering of Deep Embedding Vectors Stanislav A. Naumov G. Yaroslavtsev Dmitrii Avdiukhin 94 23 0 15 Dec 2020
GMM-Based Generative Adversarial Encoder Learning Yuri Feigin H. Spitzer Raja Giryes GAN AI4CE 52 4 0 08 Dec 2020
Joint Optimization of an Autoencoder for Clustering and Embedding Ahcène Boubekki Michael C. Kampffmeyer Robert Jenssen Ulf Brefeld DRL 53 16 0 07 Dec 2020
Capturing implicit hierarchical structure in 3D biomedical images with self-supervised hyperbolic representations Joy Hsu Jeffrey Gu Gong-Her Wu Wah Chiu Serena Yeung SSL 57 28 0 03 Dec 2020
Extended T: Learning with Mixed Closed-set and Open-set Noisy Labels Xiaobo Xia Tongliang Liu Bo Han Nannan Wang Jiankang Deng Jiatong Li Yinian Mao NoLa 76 11 0 02 Dec 2020
Boosting the Performance of Semi-Supervised Learning with Unsupervised Clustering B. Lerner Guy Shiran D. Weinshall SSL 53 5 0 01 Dec 2020
Consistent Representation Learning for High Dimensional Data Analysis Stan Z. Li Lirong Wu Z. Zang 38 7 0 01 Dec 2020
Unsupervised Object Detection with LiDAR Clues Haofei Tian Yuntao Chen Jifeng Dai Zhaoxiang Zhang Xizhou Zhu 3DPC 88 28 0 25 Nov 2020
Scattering Transform Based Image Clustering using Projection onto Orthogonal Complement Angel Villar-Corrales V. Morgenshtern 13 6 0 23 Nov 2020
Image Clustering using an Augmented Generative Adversarial Network and Information Maximization Foivos Ntelemis Yaochu Jin S. Thomas GAN 73 13 0 08 Nov 2020