A deep learning approach to clustering visual arts

11 June 2021

Papers citing "A deep learning approach to clustering visual arts"

19 / 19 papers shown

Title
GCNBoost: Artwork Classification by Label Propagation through a Knowledge Graph Cheikh Brahim El Vaigh Noa Garcia B. Renoust Chenhui Chu Yuta Nakashima Hajime Nagahara 19 24 0 25 May 2021
Deep convolutional embedding for digitized painting clustering Giovanna Castellano G. Vessio 48 11 0 19 Mar 2020
Discovering Visual Patterns in Art Collections with Spatially-consistent Feature Learning Xi Shen Alexei A. Efros Mathieu Aubry SSL 29 86 0 07 Mar 2019
Art2Real: Unfolding the Reality of Artworks via Semantically-Aware Image-to-Image Translation Matteo Tomei Marcella Cornia Lorenzo Baraldi Rita Cucchiara DiffM 73 76 0 26 Nov 2018
How to Read Paintings: Semantic Art Understanding with Multi-Modal Retrieval Noa Garcia George Vogiatzis 18 102 0 23 Oct 2018
Weakly Supervised Object Detection in Artworks Nicolas Gonthier Y. Gousseau Saïd Ladjal Olivier Bonfait ObjD 17 70 0 05 Oct 2018
UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction Leland McInnes John Healy James Melville 64 9,312 0 09 Feb 2018
OmniArt: Multi-task Deep Learning for Artistic Data Analysis Gjorgji Strezoski Marcel Worring 14 73 0 02 Aug 2017
CAN: Creative Adversarial Networks, Generating "Art" by Learning About Styles and Deviating from Style Norms Ahmed Elgammal Bingchen Liu Mohamed Elhoseiny Marian Mazzone GAN 21 464 0 21 Jun 2017
Detecting People in Artwork with CNNs Nicholas Westlake Hongping Cai Peter Hall ObjD 11 74 0 27 Oct 2016
Towards K-means-friendly Spaces: Simultaneous Deep Learning and Clustering Bo Yang Xiao Fu N. Sidiropoulos Mingyi Hong DRL 28 868 0 15 Oct 2016
Densely Connected Convolutional Networks Gao Huang Zhuang Liu Laurens van der Maaten Kilian Q. Weinberger PINN 3DV 432 36,599 0 25 Aug 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 671 192,638 0 10 Dec 2015
Unsupervised Deep Embedding for Clustering Analysis Junyuan Xie Ross B. Girshick Ali Farhadi SSL 29 2,844 0 19 Nov 2015
The Cross-Depiction Problem: Computer Vision Algorithms for Recognising Objects in Artwork and in Photographs Hongping Cai Qi Wu Tadeo Corradi Peter Hall 23 44 0 01 May 2015
Very Deep Convolutional Networks for Large-Scale Image Recognition Karen Simonyan Andrew Zisserman FAtt MDE 365 99,915 0 04 Sep 2014
Toward Automated Discovery of Artistic Influence Babak Saleh Kanako Abe Ravneet Arora Ahmed Elgammal 31 86 0 14 Aug 2014
Recognizing Image Style Sergey Karayev Matthew Trentacoste Helen Han A. Agarwala Trevor Darrell Aaron Hertzmann Holger Winnemoeller 32 459 0 15 Nov 2013
Representation Learning: A Review and New Perspectives Yoshua Bengio Aaron Courville Pascal Vincent OOD SSL 84 12,370 0 24 Jun 2012