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Breandan Considine

2 accepted papers

2021

gradSim: Differentiable simulation for system identification and visuomotor control

ICLR 2021poster

In this paper, we tackle the problem of estimating object physical properties such as mass, friction, and elasticity directly from video sequences. Such a system identification problem is fundamentally ill-posed due to the loss of information during image formation. Current best solutions to the pro…

Cited by 40SourcePDFScholar
2019

Multi-objective training of Generative Adversarial Networks with multiple discriminators

ICML 2019oral

Recent literature has demonstrated promising results for training Generative Adversarial Networks by employing a set of discriminators, in contrast to the traditional game involving one generator against a single adversary. Such methods perform single-objective optimization on some simple consolidat…

Cited by 89SourcePDFScholar