Fetching the paper…
Reading the bibliography…
In this paper, we investigate the problem of retrieving images from a database based on a multi-modal (image-text) query.
Neighbourhood components analysis
Jacob Goldberger, Geoffrey E Hinton, Sam T Roweis, and Russ R Salakhutdinov · 2005
Earlier work this paper cites.
Discovering states and transformations in image collections
Phillip Isola, Joseph J. Lim, and Edward H. Adelson · 2015
Earlier work this paper cites.
In search of the real inductive bias: On the role of implicit regularization in deep learning
Behnam Neyshabur, Ryota Tomioka, and Nathan Srebro · 2015
Earlier work this paper cites.
Norm-based capacity control in neural networks
Behnam Neyshabur, Ryota Tomioka, and Nathan Srebro · 2015
Earlier work this paper cites.
Show and tell: A neural image caption generator
Oriol Vinyals, Alexander Toshev, Samy Bengio, and Dumitru Erhan · 2015
Earlier work this paper cites.
Deepfashion: Powering robust clothes recognition and retrieval with rich annotations
Ziwei Liu, Ping Luo, Shi Qiu, Xiaogang Wang, and Xiaoou Tang · 2016
Earlier work this paper cites.
Image question answering using convolutional neural network with dynamic parameter prediction
Hyeonwoo Noh, Paul Hongsuck Seo, and Bohyung Han · 2016
Earlier work this paper cites.
Learning deep structure-preserving image-text embeddings
Liwei Wang, Yin Li, and Svetlana Lazebnik · 2016
Earlier work this paper cites.
Automatic spatially-aware fashion concept discovery
Xintong Han, Zuxuan Wu, Phoenix X Huang, Xiao Zhang, Menglong Zhu, Yuan Li, Yang Zhao, and Larry S Davis · 2017
Earlier work this paper cites.
No fuss distance metric learning using proxies
Yair Movshovitz-Attias, Alexander Toshev, Thomas K Leung, Sergey Ioffe, and Saurabh Singh · 2017
Earlier work this paper cites.
Exploring generalization in deep learning
Behnam Neyshabur, Srinadh Bhojanapalli, David McAllester, and Nati Srebro · 2017
Cited alongside, same era.
A simple neural network module for relational reasoning
Adam Santoro, David Raposo, David G Barrett, Mateusz Malinowski, Razvan Pascanu, Peter Battaglia, and Timothy Lillicrap · 2017
Cited alongside, same era.
Prototypical networks for few-shot learning
Jake Snell, Kevin Swersky, and Richard Zemel · 2017
Cited alongside, same era.
Memory-augmented attribute manipulation networks for interactive fashion search
Bo Zhao, Jiashi Feng, Xiao Wu, and Shuicheng Yan · 2017
Cited alongside, same era.
Dual-path convolutional image-text embeddings with instance loss
Zhedong Zheng, Liang Zheng, Michael Garrett, Yi Yang, and Yi-Dong Shen · 2017
Cited alongside, same era.
Vse++: Improving visual-semantic embeddings with hard negatives
Film: Visual reasoning with a general conditioning layer
Ethan Perez, Florian Strub, Harm De Vries, Vincent Dumoulin, and Aaron Courville · 2018
Later among the works it cites.
Towards building large scale multimodal domain-aware conversation systems
Amrita Saha, Mitesh M Khapra, and Karthik Sankaranarayanan · 2018
Later among the works it cites.
bert-as-service
Han Xiao · 2018
Later among the works it cites.
Deep cross-modal projection learning for image-text matching
Ying Zhang and Huchuan Lu · 2018
Later among the works it cites.
Bert: Pre-training of deep bidirectional transformers for language understanding
Jacob Devlin, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova · 2019
Later among the works it cites.
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…
Fartash Faghri, David J Fleet, Jamie Ryan Kiros, and Sanja Fidler · 2018
Cited alongside, same era.
Dialog-based interactive image retrieval
Xiaoxiao Guo, Hui Wu, Yu Cheng, Steven Rennie, Gerald Tesauro, and Rogerio Feris · 2018
Cited alongside, same era.
Stacked cross attention for image-text matching
Kuang-Huei Lee, Xi Chen, Gang Hua, Houdong Hu, and Xiaodong He · 2018
Cited alongside, same era.
Attributes as operators: factorizing unseen attribute-object compositions
Tushar Nagarajan and Kristen Grauman · 2018
Cited alongside, same era.
Xiaoxiao Guo, Hui Wu, Yupeng Gao, Steven Rennie, and Rogerio Feris · 2019
Later among the works it cites.
Drill-down: Interactive retrieval of complex scenes using natural language queries
Fuwen Tan, Paola Cascante-Bonilla, Xiaoxiao Guo, Hui Wu, Song Feng, and Vicente Ordonez · 2019
Later among the works it cites.
Composing text and image for image retrieval - an empirical odyssey
N. Vo, L. Jiang, C. Sun, K. Murphy, L. Li, L. Fei-Fei, and J. Hays · 2019
Later among the works it cites.
A metric learning reality check, 2020
Kevin Musgrave, Serge Belongie, and Ser-Nam Lim · 2020
Closest in time.