Georgios Tzimiropoulos

Orcid: 0000-0002-1803-5338

Affiliations:
  • University of Nottingham, UK
  • University of Lincoln, UK (former)


According to our database1, Georgios Tzimiropoulos authored at least 143 papers between 2007 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Language-Aware Soft Prompting: Text-to-Text Optimization for Few- and Zero-Shot Adaptation of V &L Models.
Int. J. Comput. Vis., April, 2024

DiffusionAct: Controllable Diffusion Autoencoder for One-shot Face Reenactment.
CoRR, 2024

LAFS: Landmark-based Facial Self-supervised Learning for Face Recognition.
CoRR, 2024

One-shot Neural Face Reenactment via Finding Directions in GAN's Latent Space.
CoRR, 2024

You Only Need One Step: Fast Super-Resolution with Stable Diffusion via Scale Distillation.
CoRR, 2024

Graph Guided Question Answer Generation for Procedural Question-Answering.
Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics, 2024

2023
From Keypoints to Object Landmarks via Self-Training Correspondence: A Novel Approach to Unsupervised Landmark Discovery.
IEEE Trans. Pattern Anal. Mach. Intell., July, 2023

Self-Supervised Learning of Person-Specific Facial Dynamics for Automatic Personality Recognition.
IEEE Trans. Affect. Comput., 2023

A Transfer Learning Approach to Heatmap Regression for Action Unit Intensity Estimation.
IEEE Trans. Affect. Comput., 2023

Multiscale Vision Transformers meet Bipartite Matching for efficient single-stage Action Localization.
CoRR, 2023

SimDETR: Simplifying self-supervised pretraining for DETR.
CoRR, 2023

Black Box Few-Shot Adaptation for Vision-Language models.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Bayesian Prompt Learning for Image-Language Model Generalization.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

ReGen: A good Generative zero-shot video classifier should be Rewarded.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

FS-DETR: Few-Shot DEtection TRansformer with prompting and without re-training.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

HyperReenact: One-Shot Reenactment via Jointly Learning to Refine and Retarget Faces.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

StyleMask: Disentangling the Style Space of StyleGAN2 for Neural Face Reenactment.
Proceedings of the 17th IEEE International Conference on Automatic Face and Gesture Recognition, 2023

A Simple Baseline for Knowledge-Based Visual Question Answering.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

DivClust: Controlling Diversity in Deep Clustering.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

LASP: Text-to-Text Optimization for Language-Aware Soft Prompting of Vision & Language Models.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022
Variational prompt tuning improves generalization of vision-language models.
CoRR, 2022

Language-Aware Soft Prompting for Vision & Language Foundation Models.
CoRR, 2022

REST: REtrieve & Self-Train for generative action recognition.
CoRR, 2022

Efficient Attention-free Video Shift Transformers.
CoRR, 2022

iBoot: Image-bootstrapped Self-Supervised Video Representation Learning.
CoRR, 2022

ContraCLIP: Interpretable GAN generation driven by pairs of contrasting sentences.
CoRR, 2022

From Keypoints to Object Landmarks via Self-Training Correspondence: A novel approach to Unsupervised Landmark Discovery.
CoRR, 2022

Knowledge Distillation Meets Open-Set Semi-Supervised Learning.
CoRR, 2022

EdgeViTs: Competing Light-Weight CNNs on Mobile Devices with Vision Transformers.
Proceedings of the Computer Vision - ECCV 2022, 2022

Pre-training Strategies and Datasets for Facial Representation Learning.
Proceedings of the Computer Vision - ECCV 2022, 2022

Part-based Face Recognition with Vision Transformers.
Proceedings of the 33rd British Machine Vision Conference 2022, 2022

SSR: An Efficient and Robust Framework for Learning with Unknown Label Noise.
Proceedings of the 33rd British Machine Vision Conference 2022, 2022

Finding Directions in GAN's Latent Space for Neural Face Reenactment.
Proceedings of the 33rd British Machine Vision Conference 2022, 2022

2021
Estimation of continuous valence and arousal levels from faces in naturalistic conditions.
Nat. Mach. Intell., 2021

S3: Supervised Self-supervised Learning under Label Noise.
CoRR, 2021

SAIC_Cambridge-HuPBA-FBK Submission to the EPIC-Kitchens-100 Action Recognition Challenge 2021.
CoRR, 2021

Pre-training strategies and datasets for facial representation learning.
CoRR, 2021

Space-time Mixing Attention for Video Transformer.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Stochastic Process Regression for Cross-Cultural Speech Emotion Recognition.
Proceedings of the Interspeech 2021, 22nd Annual Conference of the International Speech Communication Association, Brno, Czechia, 30 August, 2021

High-Capacity Expert Binary Networks.
Proceedings of the 9th International Conference on Learning Representations, 2021

Knowledge distillation via softmax regression representation learning.
Proceedings of the 9th International Conference on Learning Representations, 2021

WarpedGANSpace: Finding non-linear RBF paths in GAN latent space.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Bit-Mixer: Mixed-precision networks with runtime bit-width selection.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Improving Memory Banks for Unsupervised Learning with Large Mini-Batch, Consistency and Hard Negative Mining.
Proceedings of the IEEE International Conference on Acoustics, 2021

Affective Processes: Stochastic Modelling of Temporal Context for Emotion and Facial Expression Recognition.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Subpixel Heatmap Regression for Facial Landmark Localization.
Proceedings of the 32nd British Machine Vision Conference 2021, 2021

Defensive Tensorization.
Proceedings of the 32nd British Machine Vision Conference 2021, 2021

2020
Hierarchical Binary CNNs for Landmark Localization with Limited Resources.
IEEE Trans. Pattern Anal. Mach. Intell., 2020

A Transfer Learning approach to Heatmap Regression for Action Unit intensity estimation.
CoRR, 2020

Knowledge distillation via adaptive instance normalization.
CoRR, 2020

Unsupervised Learning of Object Landmarks via Self-Training Correspondence.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Learning to Infer the Depth Map of a Hand from its Color Image.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Unsupervised Face Manipulation via Hallucination.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

Training binary neural networks with real-to-binary convolutions.
Proceedings of the 8th International Conference on Learning Representations, 2020

Towards Pose-Invariant Lip-Reading.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Toward fast and accurate human pose estimation via soft-gated skip connections.
Proceedings of the 15th IEEE International Conference on Automatic Face and Gesture Recognition, 2020

BATS: Binary ArchitecTure Search.
Proceedings of the Computer Vision - ECCV 2020, 2020

AnimalWeb: A Large-Scale Hierarchical Dataset of Annotated Animal Faces.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Semi-supervised Facial Action Unit Intensity Estimation with Contrastive Learning.
Proceedings of the Computer Vision - ACCV 2020 - 15th Asian Conference on Computer Vision, Kyoto, Japan, November 30, 2020

Faster, Better and More Detailed: 3D Face Reconstruction with Graph Convolutional Networks.
Proceedings of the Computer Vision - ACCV 2020 - 15th Asian Conference on Computer Vision, Kyoto, Japan, November 30, 2020

FAN-Face: a Simple Orthogonal Improvement to Deep Face Recognition.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Incremental Multi-Domain Learning with Network Latent Tensor Factorization.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
Matrix and tensor decompositions for training binary neural networks.
CoRR, 2019

Improved training of binary networks for human pose estimation and image recognition.
CoRR, 2019

Features Extraction based on an Origami Representation of 3D Landmarks.
Proceedings of the 14th International Joint Conference on Computer Vision, 2019

Object landmark discovery through unsupervised adaptation.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

T-Net: Parametrizing Fully Convolutional Nets With a Single High-Order Tensor.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

XNOR-Net++: Improved binary neural networks.
Proceedings of the 30th British Machine Vision Conference 2019, 2019

2018
A Functional Regression Approach to Facial Landmark Tracking.
IEEE Trans. Pattern Anal. Mach. Intell., 2018

Guest Editorial: The Computational Face.
IEEE Trans. Pattern Anal. Mach. Intell., 2018

Pushing the boundaries of audiovisual word recognition using Residual Networks and LSTMs.
Comput. Vis. Image Underst., 2018

Audio-Visual Speech Recognition with a Hybrid CTC/Attention Architecture.
Proceedings of the 2018 IEEE Spoken Language Technology Workshop, 2018

External Shape Measurement for Industrial Applications Using Artificial Intelligence and Optimised Data Fusion.
Proceedings of the Intelligent Systems and Applications, 2018

Deep Word Embeddings for Visual Speech Recognition.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

End-to-End Audiovisual Speech Recognition.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Zero-Shot Keyword Spotting for Visual Speech Recognition In-the-wild.
Proceedings of the Computer Vision - ECCV 2018, 2018

3D Human Body Reconstruction from a Single Image via Volumetric Regression.
Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

To Learn Image Super-Resolution, Use a GAN to Learn How to Do Image Degradation First.
Proceedings of the Computer Vision - ECCV 2018, 2018

Super-FAN: Integrated Facial Landmark Localization and Super-Resolution of Real-World Low Resolution Faces in Arbitrary Poses With GANs.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Joint Action Unit localisation and intensity estimation through heatmap regression.
Proceedings of the British Machine Vision Conference 2018, 2018

2017
Fast and Exact Newton and Bidirectional Fitting of Active Appearance Models.
IEEE Trans. Image Process., 2017

AFEW-VA database for valence and arousal estimation in-the-wild.
Image Vis. Comput., 2017

Fast Algorithms for Fitting Active Appearance Models to Unconstrained Images.
Int. J. Comput. Vis., 2017

Frequency domain subpixel registration using HOG phase correlation.
Comput. Vis. Image Underst., 2017

Combining Residual Networks with LSTMs for Lipreading.
Proceedings of the Interspeech 2017, 2017


Synergy between Face Alignment and Tracking via Discriminative Global Consensus Optimization.
Proceedings of the IEEE International Conference on Computer Vision, 2017

Large Pose 3D Face Reconstruction from a Single Image via Direct Volumetric CNN Regression.
Proceedings of the IEEE International Conference on Computer Vision, 2017

Binarized Convolutional Landmark Localizers for Human Pose Estimation and Face Alignment with Limited Resources.
Proceedings of the IEEE International Conference on Computer Vision, 2017

How Far are We from Solving the 2D & 3D Face Alignment Problem? (and a Dataset of 230, 000 3D Facial Landmarks).
Proceedings of the IEEE International Conference on Computer Vision, 2017

Automated Risk Assessment for Scene Understanding and Domestic Robots Using RGB-D Data and 2.5D CNNs at a Patch Level.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017

2016
300 W: Special issue on facial landmark localisation "in-the-wild".
Image Vis. Comput., 2016

A robust similarity measure for volumetric image registration with outliers.
Image Vis. Comput., 2016

300 Faces In-The-Wild Challenge: database and results.
Image Vis. Comput., 2016

Risk analysis for smart homes and domestic robots using robust shape and physics descriptors, and complex boosting techniques.
Inf. Sci., 2016

Gradient schemes for robust FFT-based motion estimation.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Cascaded Continuous Regression for Real-Time Incremental Face Tracking.
Proceedings of the Computer Vision - ECCV 2016, 2016

Joint Face Detection and Alignment with a Deformable Hough Transform Model.
Proceedings of the Computer Vision - ECCV 2016 Workshops, 2016

A CNN Cascade for Landmark Guided Semantic Part Segmentation.
Proceedings of the Computer Vision - ECCV 2016 Workshops, 2016

Two-Stage Convolutional Part Heatmap Regression for the 1st 3D Face Alignment in the Wild (3DFAW) Challenge.
Proceedings of the Computer Vision - ECCV 2016 Workshops, 2016

Human Pose Estimation via Convolutional Part Heatmap Regression.
Proceedings of the Computer Vision - ECCV 2016, 2016

ChaLearn Looking at People and Faces of the World: Face AnalysisWorkshop and Challenge 2016.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2016

Convolutional aggregation of local evidence for large pose face alignment.
Proceedings of the British Machine Vision Conference 2016, 2016

2015
Feature-Based Lucas-Kanade and Active Appearance Models.
IEEE Trans. Image Process., 2015

From Pixels to Response Maps: Discriminative Image Filtering for Face Alignment in the Wild.
IEEE Trans. Pattern Anal. Mach. Intell., 2015

Fast and exact bi-directional fitting of active appearance models.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

The First Facial Landmark Tracking in-the-Wild Challenge: Benchmark and Results.
Proceedings of the 2015 IEEE International Conference on Computer Vision Workshop, 2015

Project-Out Cascaded Regression with an application to face alignment.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

A 3D Scene Analysis Framework and Descriptors for Risk Evaluation.
Proceedings of the 2015 International Conference on 3D Vision, 2015

2014
Active Orientation Models for Face Alignment In-the-Wild.
IEEE Trans. Inf. Forensics Secur., 2014

Online learning and fusion of orientation appearance models for robust rigid object tracking.
Image Vis. Comput., 2014

Non-Intrusive Action Symmetry Measurement for Dementia and Rehabilitation.
Proceedings of the Medical Image Understanding and Analysis, 2014

Fast Newton active appearance models.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

HOG active appearance models.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

An Active Patch Model for Real World Appearance Reconstruction.
Proceedings of the Computer Vision - ECCV 2014 Workshops, 2014

Gauss-Newton Deformable Part Models for Face Alignment In-the-Wild.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

2013
Euler Principal Component Analysis.
Int. J. Comput. Vis., 2013

300 Faces in-the-Wild Challenge: The First Facial Landmark Localization Challenge.
Proceedings of the 2013 IEEE International Conference on Computer Vision Workshops, 2013

Optimization Problems for Fast AAM Fitting in-the-Wild.
Proceedings of the IEEE International Conference on Computer Vision, 2013

Online learning and fusion of orientation appearance models for robust rigid object tracking.
Proceedings of the 10th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2013

A Semi-automatic Methodology for Facial Landmark Annotation.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2013

2012
Regularized Kernel Discriminant Analysis With a Robust Kernel for Face Recognition and Verification.
IEEE Trans. Neural Networks Learn. Syst., 2012

Efficient Online Subspace Learning With an Indefinite Kernel for Visual Tracking and Recognition.
IEEE Trans. Neural Networks Learn. Syst., 2012

Subspace Learning from Image Gradient Orientations.
IEEE Trans. Pattern Anal. Mach. Intell., 2012

Robust Learning from Normals for 3D Face Recognition.
Proceedings of the Computer Vision - ECCV 2012. Workshops and Demonstrations, 2012

Generic Active Appearance Models Revisited.
Proceedings of the Computer Vision - ACCV 2012, 2012

2011
Subpixel Registration With Gradient Correlation.
IEEE Trans. Image Process., 2011

Robust and efficient parametric face alignment.
Proceedings of the IEEE International Conference on Computer Vision, 2011

Audiovisual classification of vocal outbursts in human conversation using Long-Short-Term Memory networks.
Proceedings of the IEEE International Conference on Acoustics, 2011

Principal component analysis of image gradient orientations for face recognition.
Proceedings of the Ninth IEEE International Conference on Automatic Face and Gesture Recognition (FG 2011), 2011

Fast and robust appearance-based tracking.
Proceedings of the Ninth IEEE International Conference on Automatic Face and Gesture Recognition (FG 2011), 2011

Subspace analysis of arbitrarily many linear filter responses with an application to face tracking.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2011

Sparse representations of image gradient orientations for visual recognition and tracking.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2011

2010
Robust FFT-Based Scale-Invariant Image Registration with Image Gradients.
IEEE Trans. Pattern Anal. Mach. Intell., 2010

On the Subspace of Image Gradient Orientations
CoRR, 2010

A new penalty term for the BIC with respect to speaker diarization.
Proceedings of the IEEE International Conference on Acoustics, 2010

Bidirectional relighting for 3D-aided 2D face recognition.
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

2009
A Unifying Approach to Moment-Based Shape Orientation and Symmetry Classification.
IEEE Trans. Image Process., 2009

FFT-based estimation of large motions in images: A robust gradient-based approach.
Proceedings of the IEEE International Conference on Acoustics, 2009

2008
Symmetry detection using frequency domain motion estimation techniques.
Proceedings of the IEEE International Conference on Acoustics, 2008

A Frequency Domain Approach to Roto-translation Estimation using Gradient Cross-Correlation.
Proceedings of the British Machine Vision Conference 2008, Leeds, UK, September 2008, 2008

2007
Robust Recognition of Planar Shapes Under Affine Transforms Using Principal Component Analysis.
IEEE Signal Process. Lett., 2007

An Affine Invariant Function using PCA Bases with an Application to Within-Class Object Recognition.
Proceedings of the IEEE International Conference on Acoustics, 2007


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