Search Results for author: Sasha Doubov

Found 2 papers, 1 papers with code

Scalable Neural Data Server: A Data Recommender for Transfer Learning

no code implementations NeurIPS 2021 Tianshi Cao, Sasha Doubov, David Acuna, Sanja Fidler

NDS uses a mixture of experts trained on data sources to estimate similarity between each source and the downstream task.

Transfer Learning

Pit30M: A Benchmark for Global Localization in the Age of Self-Driving Cars

1 code implementation23 Dec 2020 Julieta Martinez, Sasha Doubov, Jack Fan, Ioan Andrei Bârsan, Shenlong Wang, Gellért Máttyus, Raquel Urtasun

We are interested in understanding whether retrieval-based localization approaches are good enough in the context of self-driving vehicles.

LIDAR Semantic Segmentation Retrieval +2

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