Search Results for author: Liviu Panait

Found 2 papers, 2 papers with code

Learning to Generate Image Embeddings with User-level Differential Privacy

1 code implementation CVPR 2023 Zheng Xu, Maxwell Collins, Yuxiao Wang, Liviu Panait, Sewoong Oh, Sean Augenstein, Ting Liu, Florian Schroff, H. Brendan McMahan

Small on-device models have been successfully trained with user-level differential privacy (DP) for next word prediction and image classification tasks in the past.

Federated Learning Image Classification

Nutrition5k: Towards Automatic Nutritional Understanding of Generic Food

1 code implementation CVPR 2021 Quin Thames, Arjun Karpur, Wade Norris, Fangting Xia, Liviu Panait, Tobias Weyand, Jack Sim

Understanding the nutritional content of food from visual data is a challenging computer vision problem, with the potential to have a positive and widespread impact on public health.

Nutrition

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