Search Results for author: Mostafa Rohaninejad

Found 2 papers, 2 papers with code

PixelSNAIL: An Improved Autoregressive Generative Model

6 code implementations ICML 2018 Xi Chen, Nikhil Mishra, Mostafa Rohaninejad, Pieter Abbeel

Autoregressive generative models consistently achieve the best results in density estimation tasks involving high dimensional data, such as images or audio.

Density Estimation Image Generation +1

A Simple Neural Attentive Meta-Learner

4 code implementations ICLR 2018 Nikhil Mishra, Mostafa Rohaninejad, Xi Chen, Pieter Abbeel

Deep neural networks excel in regimes with large amounts of data, but tend to struggle when data is scarce or when they need to adapt quickly to changes in the task.

Few-Shot Image Classification Meta-Learning

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