multimodal learning papers.md

Andrea Frome, Greg S Corrado, Jon Shlens, Samy Bengio, Jeff Dean, Tomas Mikolov, and Others. Devise: A deep visual-semantic embedding model.

Lukasz Kaiser, Aidan N Gomez, Noam Shazeer, Ashish Vaswani, Niki Parmar, Llion Jones, and Jakob Uszkoreit. One Model To Learn Them All.

Ryan Kiros, Ruslan Salakhutdinov, and Richard S Zemel. Unifying Visual-Semantic Embeddings with Multimodal Neural Language Models.

Nitish Srivastava and Ruslan R Salakhutdinov. Multimodal learning with deep boltzmann machines.

Mohammad Norouzi, Tomas Mikolov, Samy Bengio, Yoram Singer, Jonathon Shlens, Andrea Frome, Greg S Corrado, and Jeffrey Dean. Zero-shot learning by convex combination of semantic embeddings.

Jiquan Ngiam, Aditya Khosla, Mingyu Kim, Juhan Nam, Honglak Lee, and Andrew Y Ng. Multimodal deep learning.

Micah Hodosh, Peter Young, and Julia Hockenmaier. Framing image description as a ranking task: Data, models and evaluation metrics.