Artistic Domain Generalisation Methods are Limited by their Deep Representations

Padraig Boulton, Peter Hall

Type: Preprint

Publication Date: 2019-01-01

Citations: 2

DOI: https://doi.org/10.48550/arxiv.1907.12622

View Publication

Locations

arXiv (Cornell University) - View - PDF
DataCite API - View

Similar Works

Action	Title	Year	Authors
+	Artistic Domain Generalisation Methods are Limited by their Deep Representations	2019	Padraig Boulton Peter Hall
+	The Cross-Depiction Problem: Computer Vision Algorithms for Recognising Objects in Artwork and in Photographs	2015	Hongping Cai Qi Wu Tadeo Corradi Peter Hall
+ PDF Chat	SketchTransfer: A Challenging New Task for Exploring Detail-Invariance and the Abstractions Learned by Deep Networks	2020	Alex Lamb Sherjil Ozair Vikas Verma David Ha
+	SketchTransfer: A Challenging New Task for Exploring Detail-Invariance and the Abstractions Learned by Deep Networks	2019	Alex Lamb Sherjil Ozair Vikas Verma David Ha
+	Can We Teach Computers to Understand Art? Domain Adaptation for Enhancing Deep Networks Capacity to De-Abstract Art	2017	Mihai Badea Corneliu Florea Laura Florea Constantin Vertan
+	Can We Teach Computers to Understand Art? Domain Adaptation for Enhancing Deep Networks Capacity to De-Abstract Art	2017	Mihai Badea Corneliu Florea Laura Florea Constantin Vertan
+	Deeper, Broader and Artier Domain Generalization	2017	Da Li Yongxin Yang Yi-Zhe Song Timothy M. Hospedales
+	SwiDeN : Convolutional Neural Networks For Depiction Invariant Object Recognition	2016	Ravi Kiran Sarvadevabhatla Shiv Surya Srinivas S S Kruthiventi Venkatesh Babu Radhakrishnan
+	SwiDeN : Convolutional Neural Networks For Depiction Invariant Object Recognition	2016	Ravi Kiran Sarvadevabhatla Shiv Surya Srinivas S S Kruthiventi Venkatesh Babu Radhakrishnan
+	Robust and Generalizable Visual Representation Learning via Random Convolutions	2020	Zhenlin Xu Deyi Liu Junlin Yang Colin Raffel Marc Niethammer
+	Domain Generalization with Domain-Specific Aggregation Modules	2018	Antonio D’Innocente Barbara Caputo
+	Domain Generalization with Domain-Specific Aggregation Modules	2018	Antonio D’Innocente Barbara Caputo
+	Learning the Roots of Visual Domain Shift	2016	Tatiana Tommasi Martina Lanzi Paolo Russo Barbara Caputo
+	Learning the Roots of Visual Domain Shift	2016	Tatiana Tommasi Martina Lanzi Paolo Russo Barbara Caputo
+	Transfer Learning for Illustration Classification	2018	Manuel Lagunas Elena Garcés
+	Domain Adaptation for Visual Applications: A Comprehensive Survey	2017	Gabriela Csurka
+	Domain Adaptation for Visual Applications: A Comprehensive Survey	2017	Gabriela Csurka
+	Learning multiple visual domains with residual adapters	2017	Sylvestre-Alvise Rebuffi Hakan Bilen Andrea Vedaldi
+	Improving Visual Representation Learning through Perceptual Understanding	2022	Samyakh Tukra Frederick L. Hoffman Ken Chatfield
+ PDF Chat	Improving Visual Representation Learning Through Perceptual Understanding	2023	Samyakh Tukra Frederick L. Hoffman Ken Chatfield

Works That Cite This (1)

Action	Title	Year	Authors
+ PDF Chat	Improving Object Detection in Art Images Using Only Style Transfer	2021	David Kadish Sebastian Risi Anders Sundnes Løvlie

Works Cited by This (0)

Action	Title	Year	Authors