Aliaksandra Shysheya | DeepAI

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∙ 02/02/2023

On the Efficacy of Differentially Private Few-shot Image Classification

There has been significant recent progress in training differentially pr...

0 Marlon Tobaben, et al. ∙

∙ 06/20/2022

Contextual Squeeze-and-Excitation for Efficient Few-Shot Image Classification

Recent years have seen a growth in user-centric applications that requir...

5 Massimiliano Patacchiola, et al. ∙

∙ 06/17/2022

FiT: Parameter Efficient Few-shot Transfer Learning for Personalized and Federated Image Classification

Modern deep learning systems are increasingly deployed in situations suc...

20 Aliaksandra Shysheya, et al. ∙

∙ 08/24/2020

Fast Bi-layer Neural Synthesis of One-Shot Realistic Head Avatars

We propose a neural rendering-based system that creates head avatars fro...

0 Egor Zakharov, et al. ∙

∙ 05/21/2019

Textured Neural Avatars

We present a system for learning full-body neural avatars, i.e. deep net...

17 Aliaksandra Shysheya, et al. ∙

∙ 05/20/2019

Few-Shot Adversarial Learning of Realistic Neural Talking Head Models

Several recent works have shown how highly realistic human head images c...

4 Egor Zakharov, et al. ∙

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