Publications: Dr Georgios Tzimiropoulos
Bulat A, Tzimiropoulos G
(
2023
)
.
LASP: Text-to-Text Optimization for Language-Aware Soft Prompting of Vision & Language Models
.
Conference:
2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
vol.
00
,
23232
-
23241
.
Mallis D, Sanchez E, Bell M, Tzimiropoulos G
(
2023
)
.
From Keypoints to Object Landmarks via Self-Training Correspondence: A novel approach to Unsupervised Landmark Discovery
.
IEEE Transactions on Pattern Analysis and Machine Intelligence
Bounareli S, Argyriou V, Tzimiropoulos G
(
2022
)
.
Finding Directions in GAN’s Latent Space for
Neural Face Reenactment
.
Conference:
British Machine Vision Conference
Sun Z, Tzimiropoulos G
(
2022
)
.
Part-based Face Recognition with Vision
Transformers
.
Conference:
British Machine Vision Conference
Pan J, Bulat A, Tan F, Zhu X, Dudziak L, Li H, Tzimiropoulos G, Martinez B
(
2022
)
.
EdgeViTs: Competing Light-weight CNNs onMobile Devices with Vision Transformers
.
Conference:
European Conference on Computer Vision
Bulat A, Cheng S, Yang J, Garbett A, Sanchez E, Tzimiropoulos G
(
2022
)
.
Pre-training strategies and datasets for facial representation learning
.
Conference:
European Confence on Computer Vision
Bulat A, Perez-Rua J-M, Sudhakaran S, Martinez B, Tzimiropoulos G
(
2021
)
.
Space-time Mixing Attention for Video Transformer
.
Conference:
Thirty-fifth Conference on Neural Information Processing Systems
Bulat A, Tzimiropoulos G
(
2021
)
.
Bit-Mixer: Mixed-precision networks with runtime bit-width selection
.
Conference:
International Conference on Computer Vision (ICCV)
from:
11/10/2021
to:
17/10/2021
,
Sanchez E, Tellamekala MK, Valstar M, Tzimiropoulos G
(
2021
)
.
Affective Processes: stochastic modelling of temporal context for emotion and facial expression recognition
.
Conference:
IEEE/CVF Conference on Computer Vision and Pattern Recognition
from:
19/06/2021
to:
25/06/2021
,
Bulat A, Martinez B, Tzimiropoulos G
(
2021
)
.
High-Capacity Expert Binary Networks
.
Conference:
International Conference on Learning Representations (ICLR)
Yang J, Martinez B, Bulat A, Tzimiropoulos G
(
2021
)
.
Knowledge distillation via softmax regression representation learning
.
Conference:
International Conference on Learning Representations (ICLR)
Song S, Jaiswal S, Sanchez E, Tzimiropoulos G, Shen L, Valstar M
(
2021
)
.
Self-supervised Learning of Person-specific Facial Dynamics for Automatic Personality Recognition
.
IEEE Transactions on Affective Computing
Ntinou IN, Sanchez E, Bulat A, Tzimiropoulos G, Valstar M
(
2021
)
.
A Transfer Learning approach to Heatmap Regression for Action Unit intensity estimation
.
IEEE Transactions on Affective Computing
Tzelepis C, Tzimiropoulos G, Patras I
(
2021
)
.
WarpedGANSpace: Finding non-linear RBF paths in GAN latent space
.
Proceedings of the IEEE International Conference on Computer Vision
.
6373
-
6382
.
Dimitrios M, Enrique S, Matt B, Tzimiropoulos G
(
2020
)
.
Unsupervised Learning of Object Landmarks via Self-Training Correspondence
.
Conference:
Advances in Neural Information Processing Systems (NeurIPS)
from:
12/12/2020
to:
06/12/2020
,
Bulat A, Martinez B, Tzimiropoulos G
(
2020
)
.
BATS: Binary ArchitecTure Search
.
Conference:
European Conference on Computer Vision (ECCV)
from:
23/08/2020
to:
28/08/2020
,
Khan MH, McDonagh J, Khan S, Shahabuddin M, Arora A, Khan FS, Shao L, Tzimiropoulos G
(
2020
)
.
AnimalWeb: A Large-Scale Hierarchical Dataset of Annotated Animal Faces
.
Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition
.
6937
-
6946
.
Yang J, Bulat A, Tzimiropoulos G
(
2020
)
.
FAN-Face: a simple orthogonal improvement to deep face recognition
.
AAAI 2020 - 34th AAAI Conference on Artificial Intelligence12621
-
12628
.
Kossaifi J, Bulat A, Tzimiropoulos G, Pantic M
(
2019
)
.
T-net: Parametrizing fully convolutional nets with a single high-order tensor
.
Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition
.
vol.
2019-June
,
7814
-
7823
.
Bulat A, Tzimiropoulos G
(
2018
)
.
Hierarchical Binary CNNs for Landmark Localization with Limited Resources
.
IEEE Transactions on Pattern Analysis and Machine Intelligence
vol.
42
,
(
2
)
343
-
356
.
Bulat A, Tzimiropoulos G
(
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
.
vol.
2017-October
,
1021
-
1030
.
Jackson AS, Bulat A, Argyriou V, Tzimiropoulos G
(
2017
)
.
Large Pose 3D Face Reconstruction from a Single Image via Direct Volumetric CNN Regression
.
Proceedings of the IEEE International Conference on Computer Vision
.
Conference:
IEEE International Conference on Computer Vision
vol.
2017-October
,
1031
-
1039
.
Sanchez-Lozano E, Tzimiropoulos G, Martinez B, Torre FDL, Valstar M
(
2017
)
.
A Functional Regression Approach to Facial Landmark Tracking
.
IEEE Transactions on Pattern Analysis and Machine Intelligence
vol.
40
,
(
9
)
2037
-
2050
.
Bulat A, Tzimiropoulos G
(
2016
)
.
Human pose estimation via convolutional part heatmap regression
.
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
.
Conference:
https://link.springer.com/conference/eccv
vol.
9911 LNCS
,
717
-
732
.
Bulat A, Tzimiropoulos G
(
2016
)
.
Convolutional aggregation of local evidence for large pose face alignment
.
British Machine Vision Conference 2016, BMVC 2016
.
vol.
2016-September
,
86.1
-
86.12
.
Tzimiropoulos G, Pantic M
(
2014
)
.
Gauss-Newton deformable part models for face alignment in-the-wild
.
Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition
.
Conference:
IEEE Computer Society Conference on Computer Vision and Pattern Recognition1851
-
1858
.