Viktoriia Sharmanska | DeepAI

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Featured Co-authors

Trevor Darrell
202 publications
Kristian Kersting
103 publications
Stefanos Zafeiriou
94 publications
Jiri Matas
94 publications
Zoubin Ghahramani
90 publications
Christoph H. Lampert
36 publications
Lisa Anne Hendricks
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Dimitrios Kollias
26 publications
Daniel Hernández-Lobato
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Novi Quadrianto
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David A. Knowles
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∙ 11/07/2022

Okapi: Generalising Better by Making Statistical Matches Match

We propose Okapi, a simple, efficient, and general method for robust sem...

0 Myles Bartlett, et al. ∙

∙ 08/03/2022

Free-HeadGAN: Neural Talking Head Synthesis with Explicit Gaze Control

We present Free-HeadGAN, a person-generic neural talking head synthesis ...

8 Michail Christos Doukas, et al. ∙

∙ 08/03/2022

RealPatch: A Statistical Matching Framework for Model Patching with Real Samples

Machine learning classifiers are typically trained to minimise the avera...

7 Sara Romiti, et al. ∙

∙ 04/07/2022

DAD-3DHeads: A Large-scale Dense, Accurate and Diverse Dataset for 3D Head Alignment from a Single Image

We present DAD-3DHeads, a dense and diverse large-scale dataset, and a r...

0 Tetiana Martyniuk, et al. ∙

∙ 03/24/2022

Addressing Missing Sources with Adversarial Support-Matching

When trained on diverse labeled data, machine learning models have prove...

0 Thomas Kehrenberg, et al. ∙

∙ 05/08/2021

Distribution Matching for Heterogeneous Multi-Task Learning: a Large-scale Face Study

Multi-Task Learning has emerged as a methodology in which multiple tasks...

0 Dimitrios Kollias, et al. ∙

∙ 03/30/2021

Head2HeadFS: Video-based Head Reenactment with Few-shot Learning

Over the past years, a substantial amount of work has been done on the p...

1 Michail Christos Doukas, et al. ∙

∙ 12/15/2020

HeadGAN: Video-and-Audio-Driven Talking Head Synthesis

Recent attempts to solve the problem of talking head synthesis using a s...

0 Michail Christos Doukas, et al. ∙

∙ 06/17/2020

Head2Head++: Deep Facial Attributes Re-Targeting

Facial video re-targeting is a challenging problem aiming to modify the ...

14 Michail Christos Doukas, et al. ∙

∙ 04/14/2020

Contrastive Examples for Addressing the Tyranny of the Majority

Computer vision algorithms, e.g. for face recognition, favour groups of ...

6 Viktoriia Sharmanska, et al. ∙

∙ 10/15/2019

Face Behavior à la carte: Expressions, Affect and Action Units in a Single Network

Automatic facial behavior analysis has a long history of studies in the ...

0 Dimitrios Kollias, et al. ∙

∙ 05/28/2019

Video-to-Video Translation for Visual Speech Synthesis

Despite remarkable success in image-to-image translation that celebrates...

0 Michail C. Doukas, et al. ∙

∙ 10/15/2018

Neural Styling for Interpretable Fair Representations

We observe a rapid increase in machine learning models for learning data...

0 Novi Quadrianto, et al. ∙

∙ 12/03/2014

Curriculum Learning of Multiple Tasks

Sharing information between multiple tasks enables algorithms to achieve...

0 Anastasia Pentina, et al. ∙

∙ 10/01/2014

Learning to Transfer Privileged Information

We introduce a learning framework called learning using privileged infor...

0 Viktoriia Sharmanska, et al. ∙

∙ 07/01/2014

Mind the Nuisance: Gaussian Process Classification using Privileged Noise

The learning with privileged information setting has recently attracted ...

0 Daniel Hernández-Lobato, et al. ∙

∙ 09/26/2013

The Supervised IBP: Neighbourhood Preserving Infinite Latent Feature Models

We propose a probabilistic model to infer supervised latent variables in...

0 Novi Quadrianto, et al. ∙