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Non-Negative Matrix Factorizations for Multiplex Network Analysis

IEEE transactions on pattern analysis and machine intelligence, 2019-04, Vol.41 (4), p.928-940

2019

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Mitigating Demographic Bias in Facial Datasets with Style-Based Multi-attribute Transfer

International journal of computer vision, 2021-07, Vol.129 (7), p.2288-2307

2021

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Accelerated MRI-predicted brain ageing and its associations with cardiometabolic and brain disorders

Scientific reports, 2020-11, Vol.10 (1), p.19940-19940, Article 19940

2020

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Improving Generalization of CNN-based Motor-Imagery EEG Decoders via Dynamic Convolutions

IEEE transactions on neural systems and rehabilitation engineering, 2023-01, Vol.31, p.1-1

2023

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Audio-visual object localization and separation using low-rank and sparsity

2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2017, p.2901-2905

2017

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DECONET: an Unfolding Network for Analysis-based Compressed Sensing with Generalization Error Bounds

IEEE transactions on signal processing, 2023-01, Vol.71, p.1-14

2023

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Investigating bias in deep face analysis: The KANFace dataset and empirical study

Image and vision computing, 2020-10, Vol.102, p.103954, Article 103954

2020

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Robust Kronecker Component Analysis

IEEE transactions on pattern analysis and machine intelligence, 2019-10, Vol.41 (10), p.2365-2379

2019

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Elastic Net subspace clustering applied to pop/rock music structure analysis

Pattern recognition letters, 2014-03, Vol.38, p.46-53

2014

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Modeling of facial aging and kinship: A survey

Image and vision computing, 2018-12, Vol.80, p.58-79

2018

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Robust Canonical Correlation Analysis: Audio-visual fusion for learning continuous interest

2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2014, p.1522-1526

2014

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SEWA DB: A Rich Database for Audio-Visual Emotion and Sentiment Research in the Wild

IEEE transactions on pattern analysis and machine intelligence, 2021-03, Vol.43 (3), p.1022-1040

2021

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Tensor Methods in Computer Vision and Deep Learning

Proceedings of the IEEE, 2021-05, Vol.109 (5), p.863-890

2021

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Adversarial Learning of Disentangled and Generalizable Representations of Visual Attributes

IEEE transaction on neural networks and learning systems, 2022-08, Vol.33 (8), p.3498-3509

2022

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Deep Polynomial Neural Networks

IEEE transactions on pattern analysis and machine intelligence, 2022-08, Vol.44 (8), p.4021-4034

2022

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Side Information for Face Completion: A Robust PCA Approach

IEEE transactions on pattern analysis and machine intelligence, 2019-10, Vol.41 (10), p.2349-2364

2019

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Active Speaker Detection and Localization in Videos Using Low-Rank and Kernelized Sparsity

IEEE signal processing letters, 2020, Vol.27, p.865-869

2020

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Bilinear Models of Parts and Appearances in Generative Adversarial Networks

IEEE transactions on pattern analysis and machine intelligence, 2024-12, Vol.46 (12), p.8568-8579

2024

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Dynamic Behavior Analysis via Structured Rank Minimization

International journal of computer vision, 2018-04, Vol.126 (2-4), p.333-357

2018

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Disentangling Geometry and Appearance with Regularised Geometry-Aware Generative Adversarial Networks

International journal of computer vision, 2019-06, Vol.127 (6-7), p.824-844

2019

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3D Reconstruction of "In-the-Wild" Faces in Images and Videos

IEEE transactions on pattern analysis and machine intelligence, 2018-11, Vol.40 (11), p.2638-2652

2018

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3D Face Morphable Models "In-the-Wild"

2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017, p.5464-5473

2017

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Large-Scale Unsupervised Audio Pre-Training for Video-to-Speech Synthesis

IEEE/ACM transactions on audio, speech, and language processing, 2024, Vol.32, p.2255-2268

2024

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Robust Statistical Frontalization of Human and Animal Faces

International journal of computer vision, 2017-04, Vol.122 (2), p.270-291

2017

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NAPS: Non-adversarial polynomial synthesis

Pattern recognition letters, 2020-12, Vol.140, p.318-324

2020

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Non-Negative Matrix Factorizations for Multiplex Network Analysis

Mitigating Demographic Bias in Facial Datasets with Style-Based Multi-attribute Transfer

Accelerated MRI-predicted brain ageing and its associations with cardiometabolic and brain disorders

Improving Generalization of CNN-based Motor-Imagery EEG Decoders via Dynamic Convolutions

Audio-visual object localization and separation using low-rank and sparsity

DECONET: an Unfolding Network for Analysis-based Compressed Sensing with Generalization Error Bounds

Investigating bias in deep face analysis: The KANFace dataset and empirical study

Robust Kronecker Component Analysis

Elastic Net subspace clustering applied to pop/rock music structure analysis

Modeling of facial aging and kinship: A survey

Robust Canonical Correlation Analysis: Audio-visual fusion for learning continuous interest

SEWA DB: A Rich Database for Audio-Visual Emotion and Sentiment Research in the Wild

Tensor Methods in Computer Vision and Deep Learning

Adversarial Learning of Disentangled and Generalizable Representations of Visual Attributes

Deep Polynomial Neural Networks

Side Information for Face Completion: A Robust PCA Approach

Active Speaker Detection and Localization in Videos Using Low-Rank and Kernelized Sparsity

Bilinear Models of Parts and Appearances in Generative Adversarial Networks

Dynamic Behavior Analysis via Structured Rank Minimization

Disentangling Geometry and Appearance with Regularised Geometry-Aware Generative Adversarial Networks

3D Reconstruction of "In-the-Wild" Faces in Images and Videos

3D Face Morphable Models "In-the-Wild"

Large-Scale Unsupervised Audio Pre-Training for Video-to-Speech Synthesis

Robust Statistical Frontalization of Human and Animal Faces

NAPS: Non-adversarial polynomial synthesis

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