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Sruthi Sudhakar

2 accepted papers

2024

Dreamitate: Real-World Visuomotor Policy Learning via Video Generation

CoRL 2024poster

A key challenge in manipulation is learning a policy that can robustly generalize to diverse visual environments. A promising mechanism for learning robust policies is to leverage video generative models, which are pretrained on large-scale datasets of internet videos. In this paper, we propose a vi…

Cited by 26SourceScholar
2023

Exploring the Sim2Real Gap Using Digital Twins

ICCV 2023poster

It is very time consuming to create datasets for training computer vision models. An emerging alternative is to use synthetic data, but if the synthetic data is not similar enough to the real data, the performance is typically below that of training with real data. Thus using synthetic data still re…

Cited by 5PDFcodeScholar