Fetching the paper…
Reading the bibliography…
We propose a novel approach to improve a visual-semantic embedding model by incorporating concept representations captured from an external structured knowledge base.
WordNet: An electronic lexical database
George Miller · 1998
Earlier work this paper cites.
Content-based image retrieval at the end of the early years
M. Worring, A. M. Smeulders, A. Gupta, S. Santini, and R. Jain · 2000
Earlier work this paper cites.
A review of content-based image retrieval systems in medical applications—clinical benefits and future directions
Henning Müller, Nicolas Michoux, David Bandon, and Antoine Geissbuhler · 2004
Earlier work this paper cites.
A survey of content-based image retrieval with high-level semantics
Ying Liu, Dengsheng Zhang, Guojun Lu, and Wei-Ying Ma · 2007
Earlier work this paper cites.
Imagenet: A large-scale hierarchical image database
Jia Deng, Wei Dong, Richard Socher, Li-Jia Li, Kai Li, and Li Fei-Fei · 2009
Earlier work this paper cites.
Describing objects by their attributes
Ali Farhadi, Ian Endres, Derek Hoiem, and David Forsyth · 2009
Earlier work this paper cites.
Learning to detect unseen object classes by between-class attribute transfer
Christoph H Lampert, Hannes Nickisch, and Stefan Harmeling · 2009
Earlier work this paper cites.
Zero-shot learning with semantic output codes
Mark Palatucci, Dean Pomerleau, Geoffrey E Hinton, and Tom M Mitchell · 2009
Earlier work this paper cites.
Learning a deep embedding model for zero-shot learning
Li Zhang, Tao Xiang, and Shaogang Gong · 2009
Earlier work this paper cites.
Imagenet classification with deep convolutional neural networks
Alex Krizhevsky, Ilya Sutskever, and Geoffrey E Hinton · 2012
Cited alongside, same era.
Devise: A deep visual-semantic embedding model
Andrea Frome, Greg S Corrado, Jon Shlens, Samy Bengio, Jeff Dean, Tomas Mikolov, et al · 2013
Cited alongside, same era.
Efficient estimation of word representations in vector space
Tomas Mikolov, Kai Chen, Greg Corrado, and Jeffrey Dean · 2013
Cited alongside, same era.
Distributed representations of words and phrases and their compositionality
Tomas Mikolov, Ilya Sutskever, Kai Chen, Greg S Corrado, and Jeff Dean · 2013
Cited alongside, same era.
Zero-shot learning by convex combination of semantic embeddings
Mohammad Norouzi, Tomas Mikolov, Samy Bengio, Yoram Singer, Jonathon Shlens, Andrea Frome, Greg S Corrado, and Jeffrey Dean · 2013
Cited alongside, same era.
Semi-supervised vocabulary-informed learning
Yanwei Fu and Leonid Sigal · 2016
Later among the works it cites.
Deep residual learning for image recognition
Kaiming He, Xiangyu Zhang, Shaoqing Ren, and Jian Sun · 2016
Later among the works it cites.
Semi-supervised classification with graph convolutional networks
Thomas N Kipf and Max Welling · 2016
Later among the works it cites.
Zero-shot learning via joint latent similarity embedding
Ziming Zhang and Venkatesh Saligrama · 2016
Later among the works it cites.
Wojciech Samek, Thomas Wiegand, and Klaus-Robert Müller · 2017
Later among the works it cites.
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…
Zero-shot learning through cross-modal transfer
Richard Socher, Milind Ganjoo, Christopher D Manning, and Andrew Ng · 2013
Cited alongside, same era.
Imagenet large scale visual recognition challenge
Olga Russakovsky, Jia Deng, Hao Su, Jonathan Krause, Sanjeev Satheesh, Sean Ma, Zhiheng Huang, Andrej Karpathy, Aditya Khosla, Michael Bernstein, et al · 2015
Cited alongside, same era.
An embarrassingly simple approach to zero-shot learning
Bernardino Romera-Paredes and Philip Torr · 2015
Cited alongside, same era.
Zero-shot learning via semantic similarity embedding
Ziming Zhang and Venkatesh Saligrama · 2015
Cited alongside, same era.
Wengang Zhou, Houqiang Li, and Qi Tian · 2017
Later among the works it cites.
Deep learning: A critical appraisal
Gary Marcus · 2018
Later among the works it cites.
Wordnet embeddings
Chakaveh Saedi, António Branco, João António Rodrigues, and João Silva · 2018
Later among the works it cites.
Zero-shot recognition via semantic embeddings and knowledge graphs
Xiaolong Wang, Yufei Ye, and Abhinav Gupta · 2018
Later among the works it cites.