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03/21/2023
Learning a 3D Morphable Face Reflectance Model from Low-cost Data
Modeling non-Lambertian effects such as facial specularity leads to a mo...
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10/21/2022
Optimal Contextual Bandits with Knapsacks under Realizibility via Regression Oracles
We study the stochastic contextual bandit with knapsacks (CBwK) problem,...
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06/16/2022
On Private Online Convex Optimization: Optimal Algorithms in ℓ_p-Geometry and High Dimensional Contextual Bandits
Differentially private (DP) stochastic convex optimization (SCO) is ubiq...
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05/24/2022
Single-View View Synthesis in the Wild with Learned Adaptive Multiplane Images
This paper deals with the challenging task of synthesizing novel views f...
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04/16/2022
DRFLM: Distributionally Robust Federated Learning with Inter-client Noise via Local Mixup
Recently, federated learning has emerged as a promising approach for tra...
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06/07/2021
Generalized Linear Bandits with Local Differential Privacy
Contextual bandit algorithms are useful in personalized online decision-...
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05/26/2021
Disentangled Face Attribute Editing via Instance-Aware Latent Space Search
Recent works have shown that a rich set of semantic directions exist in ...
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09/06/2020