1 code implementation • NeurIPS 2021 • Shantanu Gupta, Zachary C. Lipton, David Childers
Researchers often face data fusion problems, where multiple data sources are available, each capturing a distinct subset of variables.
1 code implementation • 13 Jun 2021 • Shantanu Gupta, Hao Wang, Zachary C. Lipton, Yuyang Wang
Link prediction methods are frequently applied in recommender systems, e. g., to suggest citations for academic papers or friends in social networks.
no code implementations • CVPR 2021 • Atul Ingle, Trevor Seets, Mauro Buttafava, Shantanu Gupta, Alberto Tosi, Mohit Gupta, Andreas Velten
Digital camera pixels measure image intensities by converting incident light energy into an analog electrical current, and then digitizing it into a fixed-width binary representation.
no code implementations • 21 Jun 2020 • Sizhuo Ma, Shantanu Gupta, Arin C. Ulku, Claudio Bruschini, Edoardo Charbon, Mohit Gupta
These single-photon cameras (SPCs) are capable of capturing high-speed sequences of binary single-photon images with no read noise.
no code implementations • 26 Mar 2020 • Shantanu Gupta, Zachary C. Lipton, David Childers
We show that it strictly outperforms the backdoor and frontdoor estimators and that this improvement can be unbounded.
no code implementations • 1 Dec 2017 • Abhinav Kumar, Shantanu Gupta, Vladimir Kozitsky, Sriganesh Madhvanath
The template database is restricted to contain only a single signature per unique licence plate for our problem.