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Joint Unsupervised Learning of Deep Representations and Image Clusters

13 April 2016

Jianwei Yang

Devi Parikh

Dhruv Batra

SSL

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

24 / 24 papers shown

Title
Text Clustering as Classification with LLMs Chen Huang Guoxiu He 100 4 0 03 Jan 2025
Labelling unlabelled videos from scratch with multi-modal self-supervision Yuki M. Asano Mandela Patrick Christian Rupprecht Andrea Vedaldi SSL 112 152 0 24 Jun 2020
Unsupervised Learning of Visual Features by Contrasting Cluster Assignments Mathilde Caron Ishan Misra Julien Mairal Priya Goyal Piotr Bojanowski Armand Joulin OCL SSL 312 4,103 0 17 Jun 2020
Collaborative Learning of Semi-Supervised Clustering and Classification for Labeling Uncurated Data Sara Mousavi Dylan Lee Tatianna Griffin D. Steadman A. Mockus VLM 61 5 0 09 Mar 2020
CNN-Based Joint Clustering and Representation Learning with Feature Drift Compensation for Large-Scale Image Data Chih-Chung Hsu Chia-Wen Lin SSL 118 128 0 19 May 2017
Towards K-means-friendly Spaces: Simultaneous Deep Learning and Clustering Bo Yang Xiao Fu N. Sidiropoulos Mingyi Hong DRL 94 878 0 15 Oct 2016
Learning A Task-Specific Deep Architecture For Clustering Zhangyang Wang Shiyu Chang Jiayu Zhou Meng Wang Thomas S. Huang 96 81 0 01 Sep 2015
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks Shaoqing Ren Kaiming He Ross B. Girshick Jian Sun AIMat ObjD 547 62,534 0 04 Jun 2015
Unsupervised Visual Representation Learning by Context Prediction Carl Doersch Abhinav Gupta Alexei A. Efros DRL SSL 181 2,792 0 19 May 2015
Fast R-CNN Ross B. Girshick ObjD 326 25,114 0 30 Apr 2015
FaceNet: A Unified Embedding for Face Recognition and Clustering Florian Schroff Dmitry Kalenichenko James Philbin 3DH 393 13,180 0 12 Mar 2015
Deep Learning with Nonparametric Clustering Gang Chen OOD 103 71 0 13 Jan 2015
Very Deep Convolutional Networks for Large-Scale Image Recognition Karen Simonyan Andrew Zisserman FAtt MDE 1.7K 100,622 0 04 Sep 2014
ImageNet Large Scale Visual Recognition Challenge Olga Russakovsky Jia Deng Hao Su J. Krause S. Satheesh ... A. Karpathy A. Khosla Michael S. Bernstein Alexander C. Berg Li Fei-Fei VLM ObjD 1.7K 39,661 0 01 Sep 2014
Discriminative Unsupervised Feature Learning with Exemplar Convolutional Neural Networks Alexey Dosovitskiy Philipp Fischer Jost Tobias Springenberg Martin Riedmiller Thomas Brox OOD SSL 108 1,026 0 26 Jun 2014
Caffe: Convolutional Architecture for Fast Feature Embedding Yangqing Jia Evan Shelhamer Jeff Donahue Sergey Karayev Jonathan Long Ross B. Girshick S. Guadarrama Trevor Darrell VLM BDL 3DV 303 14,717 0 20 Jun 2014
Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun ObjD 427 11,264 0 18 Jun 2014
Learning Fine-grained Image Similarity with Deep Ranking Jiang Wang Yang Song Thomas Leung C. Rosenberg Jingbin Wang James Philbin Bo Chen Ying Nian Wu SSL 129 1,318 0 17 Apr 2014
OverFeat: Integrated Recognition, Localization and Detection using Convolutional Networks P. Sermanet David Eigen Xiang Zhang Michaël Mathieu Rob Fergus Yann LeCun ObjD 162 5,010 0 21 Dec 2013
Rich feature hierarchies for accurate object detection and semantic segmentation Ross B. Girshick Jeff Donahue Trevor Darrell Jitendra Malik ObjD 321 26,247 0 11 Nov 2013
Graph Degree Linkage: Agglomerative Clustering on a Directed Graph Wayne Zhang Xiaogang Wang Deli Zhao Xiaoou Tang 91 171 0 25 Aug 2012
Unsupervised Discovery of Mid-Level Discriminative Patches Saurabh Singh Abhinav Gupta Alexei A. Efros OCL 92 590 0 14 May 2012
Spike-and-Slab Sparse Coding for Unsupervised Feature Discovery Ian Goodfellow Aaron Courville Yoshua Bengio 97 61 0 16 Jan 2012
Building high-level features using large scale unsupervised learning Quoc V. Le MarcÁurelio Ranzato R. Monga M. Devin Kai Chen G. Corrado J. Dean A. Ng SSL OffRL CVBM 167 2,271 0 29 Dec 2011