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Alán Aspuru-Guzik

2 accepted papers

2023

MVTrans: Multi-View Perception of Transparent Objects

ICRA 2023poster

Transparent object perception is a crucial skill for applications such as robot manipulation in household and laboratory settings. Existing methods utilize RGB-D or stereo inputs to handle a subset of perception tasks including depth and pose estimation. However transparent object perception remains…

Cited by 26SourcecodeScholar
2017

Parallel and Distributed Thompson Sampling for Large-scale Accelerated Exploration of Chemical Space

ICML 2017poster

Chemical space is so large that brute force searches for new interesting molecules are infeasible. High-throughput virtual screening via computer cluster simulations can speed up the discovery process by collecting very large amounts of data in parallel, e.g., up to hundreds or thousands of parallel…