← Authors

Georgios Tzimiropoulos

51 papers · 2013–2025 · 9 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (9) πŸ—ΊοΈ Taxonomy Completionist (73) 🌈 Renaissance Researcher (8) 🐝 Cross-Pollinator (12) πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer πŸƒ Academic Marathon (12) 🀝 Dynamic Duo (29) 🧬 Topic Evolution πŸ† Keyword Champion (4) πŸš€ Conference Pioneer ⚑ Prolific Year (7) πŸ“ˆ Trend Setter πŸ—ƒοΈ Keyword Collector (183) ❓ The Questioner πŸ’Ž Century Club (51) πŸ”₯ Unstoppable (9)

Conferences

CVPR (14) ICCV (12) ECCV (8) NIPS (5) EMNLP (4) ICLR (3) AAAI (2) INTERSPEECH (2) EACL (1)

Top co-authors

Adrian Bulat (29) Brais Martinez (17) Enrique Sanchez (8) Ioannis Patras (7) Yassine Ouali (7) Jing Yang (5) Maja Pantic (4) Isma Hadji (4) Alexandros Xenos (3) Themos Stafylakis (3)

Keywords

model compression (5) vision-language model (5) transfer learning (4) landmark detection (4) contrastive learning (4) representation learning (4) domain adaptation (3) image generation (3) face alignment (3) neural network (3) diffusion model (3) prompt learning (3) large language model (3) face recognition (3) few-shot learning (3) unsupervised learning (2) generative adversarial network (2) temporal modeling (2) model quantization (2) image restoration (2)

Papers

FAM Diffusion: Frequency and Attention Modulation for High-Resolution Image Generation with Stable Diffusion CVPR 2025
Edge-SD-SR: Low Latency and Parameter Efficient On-device Super-Resolution with Stable Diffusion via Bidirectional Conditioning CVPR 2025
Vision-Free Retrieval: Rethinking Multimodal Search with Textual Scene Descriptions EMNLP 2025
VladVA: Discriminative Fine-tuning of LVLMs CVPR 2025
QBB: Quantization with Binary Bases for LLMs NIPS 2024
CemiFace: Center-based Semi-hard Synthetic Face Generation for Face Recognition NIPS 2024
MobileQuant: Mobile-friendly Quantization for On-device Language Models EMNLP 2024
Efficient Vision-Language pre-training via domain-specific learning for human activities EMNLP 2024
CLIP-DPO: Vision-Language Models as a Source of Preference for Fixing Hallucinations in LVLMs ECCV 2024
Efficient Unsupervised Visual Representation Learning with Explicit Cluster Balancing ECCV 2024
LAFS: Landmark-based Facial Self-supervised Learning for Face Recognition CVPR 2024
You Only Need One Step: Fast Super-Resolution with Stable Diffusion via Scale Distillation ECCV 2024
FFF: Fixing Flawed Foundations in Contrastive Pre-Training Results in Very Strong Vision-Language Models CVPR 2024
Multiscale Vision Transformers Meet Bipartite Matching for Efficient Single-stage Action Localization CVPR 2024
Graph Guided Question Answer Generation for Procedural Question-Answering EACL 2024
FS-DETR: Few-Shot DEtection TRansformer with Prompting and without Re-Training ICCV 2023
Bayesian Prompt Learning for Image-Language Model Generalization ICCV 2023
Black Box Few-Shot Adaptation for Vision-Language Models ICCV 2023
ReGen: A good Generative Zero-Shot Video Classifier Should be Rewarded ICCV 2023
HyperReenact: One-Shot Reenactment via Jointly Learning to Refine and Retarget Faces ICCV 2023
DivClust: Controlling Diversity in Deep Clustering CVPR 2023
LASP: Text-to-Text Optimization for Language-Aware Soft Prompting of Vision & Language Models CVPR 2023
A Simple Baseline for Knowledge-Based Visual Question Answering EMNLP 2023
EdgeViTs: Competing Light-Weight CNNs on Mobile Devices with Vision Transformers ECCV 2022
Pre-training Strategies and Datasets for Facial Representation Learning ECCV 2022
Stochastic Process Regression for Cross-Cultural Speech Emotion Recognition INTERSPEECH 2021
Space-time Mixing Attention for Video Transformer NIPS 2021
Affective Processes: Stochastic Modelling of Temporal Context for Emotion and Facial Expression Recognition CVPR 2021
Bit-Mixer: Mixed-Precision Networks With Runtime Bit-Width Selection ICCV 2021
WarpedGANSpace: Finding Non-Linear RBF Paths in GAN Latent Space ICCV 2021
Knowledge distillation via softmax regression representation learning ICLR 2021
High-Capacity Expert Binary Networks ICLR 2021
FAN-Face: a Simple Orthogonal Improvement to Deep Face Recognition AAAI 2020
AnimalWeb: A Large-Scale Hierarchical Dataset of Annotated Animal Faces CVPR 2020
BATS: Binary ArchitecTure Search ECCV 2020
Training binary neural networks with real-to-binary convolutions ICLR 2020
Unsupervised Learning of Object Landmarks via Self-Training Correspondence NIPS 2020
Incremental Multi-Domain Learning with Network Latent Tensor Factorization AAAI 2020
T-Net: Parametrizing Fully Convolutional Nets With a Single High-Order Tensor CVPR 2019
Object landmark discovery through unsupervised adaptation NIPS 2019
Super-FAN: Integrated Facial Landmark Localization and Super-Resolution of Real-World Low Resolution Faces in Arbitrary Poses With GANs CVPR 2018
To learn image super-resolution, use a GAN to learn how to do image degradation first ECCV 2018
Zero-shot keyword spotting for visual speech recognition in-the-wild ECCV 2018
Large Pose 3D Face Reconstruction From a Single Image via Direct Volumetric CNN Regression ICCV 2017
How Far Are We From Solving the 2D & 3D Face Alignment Problem? (And a Dataset of 230,000 3D Facial Landmarks) ICCV 2017
Combining Residual Networks with LSTMs for Lipreading INTERSPEECH 2017
Synergy Between Face Alignment and Tracking via Discriminative Global Consensus Optimization ICCV 2017
Binarized Convolutional Landmark Localizers for Human Pose Estimation and Face Alignment With Limited Resources ICCV 2017
Project-Out Cascaded Regression With an Application to Face Alignment CVPR 2015
Gauss-Newton Deformable Part Models for Face Alignment in-the-Wild CVPR 2014
Optimization Problems for Fast AAM Fitting in-the-Wild ICCV 2013