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Nadiia Chepurko

2 accepted papers

2022

Learning Program Representations for Food Images and Cooking Recipes

CVPR 2022oral

In this paper, we are interested in modeling a how-to instructional procedure, such as a cooking recipe, with a meaningful and rich high-level representation. Specifically, we propose to represent cooking recipes and food images as cooking programs. Programs provide a structured representation of th…

Cited by 41PDFScholar
2022

Quantum-Inspired Algorithms from Randomized Numerical Linear Algebra

ICML 2022spotlight

We create classical (non-quantum) dynamic data structures supporting queries for recommender systems and least-squares regression that are comparable to their quantum analogues. De-quantizing such algorithms has received a flurry of attention in recent years; we obtain sharper bounds for these probl…

Cited by 31SourcePDFScholar