48 citations · 49 across the 4 of their papers we have counts for
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cs.CV2019
GAN You Do the GAN GAN?
Joseph Suarez
Generative Adversarial Networks (GANs) have become a dominant class of generative models. In recent years, GAN variants have yielded especially impressive results in the synthesis…
cs.CV2018
DDRprog: A CLEVR Differentiable Dynamic Reasoning Programmer
Joseph Suarez, Justin Johnson, Fei-Fei Li
We present a novel Dynamic Differentiable Reasoning (DDR) framework for jointly learning branching programs and the functions composing them; this resolves a significant nondiffere…
cs.CV2017
Effective Approaches to Batch Parallelization for Dynamic Neural Network Architectures
Joseph Suarez, Clare Zhu
We present a simple dynamic batching approach applicable to a large class of dynamic architectures that consistently yields speedups of over 10x. We provide performance bounds when…