Giorgos Tolias
- Particular object retrieval with integral max-pooling of CNN activations
2015/11/18 by Giorgos Tolias, Ronan Sicre, Tolias, Giorgos +3 · 17 citations
Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Robotics and Sensor-Based Localization
- ILIAS: Instance-Level Image retrieval At Scale
2025/02/17 by Giorgos Kordopatis-Zilos, Vladan Stojnić, Kordopatis-Zilos, Giorgos +17 · 2 voices · 11 citations
#cs.CV
- Recall@k Surrogate Loss with Large Batches and Similarity Mixup
2021/08/25 by Yash Patel, Patel, Yash, Giorgos Tolias +3 · 5 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
- Label Propagation for Zero-shot Classification with Vision-Language Models
2024/04/05 by Vladan Stojnić, Yannis Kalantidis, Stojnić, Vladan +3 · 9 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
- HSCNet++: Hierarchical Scene Coordinate Classification and Regression for Visual Localization with Transformer
2023/05/05 by Shuzhe Wang, Zakaria Laskar, Wang, Shuzhe +11 · 4 citations
Engineering · Computer Science · #Robotics and Sensor-Based Localization #Advanced Image and Video Retrieval Techniques #Advanced Vision and Imaging
- AMES: Asymmetric and Memory-Efficient Similarity Estimation for Instance-level Retrieval
2024/08/06 by Pavel Suma, Pavel Šuma, Suma, Pavel +7 · 1 voice · 4 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Topic Modeling #cs.CV
- Panorama to panorama matching for location recognition
2017/04/21 by Ahmet İşcen, Giorgos Tolias, Iscen, Ahmet +7 · 1 citation
Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Video Surveillance and Tracking Methods
- Learning and aggregating deep local descriptors for instance-level\n recognition
2020/07/26 by Giorgos Tolias, Tomás Jenícek, Tolias, Giorgos +3 · 1 citation
Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Image Retrieval and Classification Techniques #Remote-Sensing Image Classification
- Attention, Please! Revisiting Attentive Probing Through the Lens of Efficiency
2025/06/11 by Bill Psomas, Psomas, Bill, Dionysis Christopoulos +16 · 2 voices · 3 citations
Computer Science · Social Sciences · #Digital Games and Media #cs.CV
- Composed Image Retrieval for Training-Free Domain Conversion
2024/12/04 by Nikos Efthymiadis, Bill Psomas, Efthymiadis, Nikos +11 · 2 voices · 1 citation
#cs.CV
- Instance-Level Composed Image Retrieval
2025/10/29 by Bill Psomas, George Retsinas, Psomas, Bill +15 · 2 voices · 1 citation
Computer Science · #Advanced Image and Video Retrieval Techniques #Image Retrieval and Classification Techniques #Multimodal Machine Learning Applications #cs.CV
- Global-Aware Edge Prioritization for Pose Graph Initialization
2026/02/25 by Tong Wei, Giorgos Tolias, Jiri Matas +1 · 3 voices
#cs.CV
- ELViS: Efficient Visual Similarity from Local Descriptors that Generalizes Across Domains
2026/03/30 by Pavel Suma, Giorgos Kordopatis-Zilos, Yannis Kalantidis +1 · 2 voices
#cs.CV
- Crafting Distribution Shifts for Validation and Training in Single Source Domain Generalization
2024/09/29 by Nikos Efthymiadis, Giorgos Tolias, Efthymiadis, Nikos +3 · 1 citation
Computer Science · #Speech Recognition and Synthesis