• One-Shot Learning
• Lake, Brenden M., Ruslan R. Salakhutdinov, and Josh Tenenbaum. "One-shot learning by
inverting a compositional causal process." Advances in neural information processing systems.
• Vinyals, Oriol, et al. "Matching Networks for One Shot Learning." arXiv preprint
• G Koch, R Zemel, and R Salakhutdinov. Siamese neural networks for one-shot image recognition.
In ICML Deep Learning workshop, 2015.
• NN with memory
• Weston, Jason, Sumit Chopra, and Antoine Bordes. "Memory networks." ICLR 2015.
• Sukhbaatar, Sainbayar, Jason Weston, and Rob Fergus. "End-to-end memory networks." NIPS
• Hill, Felix, et al. "The Goldilocks Principle: Reading Children's Books with Explicit Memory
Representations." ICLR 2016
• Danihelka, Ivo, et al. "Associative Long Short-Term Memory." arXiv preprint
• Oh, Junhyuk, et al. "Control of Memory, Active Perception, and Action in Minecraft." arXiv
preprint arXiv:1605.09128 (2016).
• Graves, Alex, Greg Wayne, and Ivo Danihelka. "Neural turing machines." arXiv preprint
• Gulcehre, Caglar, et al. "Dynamic Neural Turing Machine with Soft and Hard Addressing
Schemes." IJCAI workshop 2016.