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Felix Gimeno

2 accepted papers

2021

Perceiver: General Perception with Iterative Attention

ICML 2021spotlight

Biological systems understand the world by simultaneously processing high-dimensional inputs from modalities as diverse as vision, audition, touch, proprioception, etc. The perception models used in deep learning on the other hand are designed for individual modalities, often relying on domain-speci…

2020

Reinforced Genetic Algorithm Learning for Optimizing Computation Graphs

ICLR 2020poster

We present a deep reinforcement learning approach to minimizing the execution cost of neural network computation graphs in an optimizing compiler. Unlike earlier learning-based works that require training the optimizer on the same graph to be optimized, we propose a learning approach that trains an…

Cited by 77SourceScholar