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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...
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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...
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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...
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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...
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05/21/2019
Textured Neural Avatars
We present a system for learning full-body neural avatars, i.e. deep net...
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05/20/2019