Giorgos Tolias

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 66

Top Topics

Label Propagation

Image Retrieval

Sketch Recognition

Metric Learning

Top Venues

Int. J. Comput. Vis.

Comput. Vis. Image Underst.

Publications

Vladan Stojnic, Zakaria Laskar, Giorgos Tolias
Training Ensembles with Inliers and Outliers for Semi-supervised Active Learning. WACV (2024)
Shuzhe Wang, Zakaria Laskar, Iaroslav Melekhov, Xiaotian Li, Yi Zhao, Giorgos Tolias, Juho Kannala
HSCNet++: Hierarchical Scene Coordinate Classification and Regression for Visual Localization with Transformer. Int. J. Comput. Vis. 132 (7) (2024)
Vladan Stojnic, Yannis Kalantidis, Giorgos Tolias
Label Propagation for Zero-shot Classification with Vision-Language Models. CoRR (2024)
Ed Pizzi, Giorgos Kordopatis-Zilos, Hiral Patel, Gheorghe Postelnicu, Sugosh Nagavara Ravindra, Akshay Gupta, Symeon Papadopoulos, Giorgos Tolias, Matthijs Douze
The 2023 video similarity dataset and challenge. Comput. Vis. Image Underst. 243 (2024)
Bill Psomas, Ioannis Kakogeorgiou, Nikos Efthymiadis, Giorgos Tolias, Ondrej Chum, Yannis Avrithis, Konstantinos Karantzalos
Composed Image Retrieval for Remote Sensing. CoRR (2024)
Vladan Stojnic, Zakaria Laskar, Giorgos Tolias
Training Ensembles with Inliers and Outliers for Semi-supervised Active Learning. CoRR (2023)
Juliette Bertrand, Yannis Kalantidis, Giorgos Tolias
Rethinking matching-based few-shot action recognition. CoRR (2023)
Giorgos Kordopatis-Zilos, Giorgos Tolias, Christos Tzelepis, Ioannis Kompatsiaris, Ioannis Patras, Symeon Papadopoulos
Self-Supervised Video Similarity Learning. CoRR (2023)
Pavel Suma, Giorgos Tolias
Large-to-small Image Resolution Asymmetry in Deep Metric Learning. WACV (2023)
Giorgos Kordopatis-Zilos, Giorgos Tolias, Christos Tzelepis, Ioannis Kompatsiaris, Ioannis Patras, Symeon Papadopoulos
Self-Supervised Video Similarity Learning. CVPR Workshops (2023)
Juliette Bertrand, Yannis Kalantidis, Giorgos Tolias
Rethinking Matching-Based Few-Shot Action Recognition. SCIA (1) (2023)
Juliette Bertrand, Giorgos Kordopatis-Zilos, Yannis Kalantidis, Giorgos Tolias
Test-time Training for Matching-based Video Object Segmentation. NeurIPS (2023)
Ed Pizzi, Giorgos Kordopatis-Zilos, Hiral Patel, Gheorghe Postelnicu, Sugosh Nagavara Ravindra, Akshay Gupta, Symeon Papadopoulos, Giorgos Tolias, Matthijs Douze
The 2023 Video Similarity Dataset and Challenge. CoRR (2023)
Shuzhe Wang, Zakaria Laskar, Iaroslav Melekhov, Xiaotian Li, Yi Zhao, Giorgos Tolias, Juho Kannala
HSCNet++: Hierarchical Scene Coordinate Classification and Regression for Visual Localization with Transformer. CoRR (2023)
Yash Patel, Giorgos Tolias, Jirí Matas
Recall@k Surrogate Loss with Large Batches and Similarity Mixup. CVPR (2022)
Nikos Efthymiadis, Giorgos Tolias, Ondrej Chum
Edge Augmentation for Large-Scale Sketch Recognition without Sketches. ICPR (2022)
Nikolaos-Antonios Ypsilantis, Noa Garcia, Guangxing Han, Sarah Ibrahimi, Nanne van Noord, Giorgos Tolias
The Met Dataset: Instance-level Recognition for Artworks. CoRR (2022)
Nikos Efthymiadis, Giorgos Tolias, Ondrej Chum
Edge Augmentation for Large-Scale Sketch Recognition without Sketches. CoRR (2022)
Pavel Suma, Giorgos Tolias
Large-to-small Image Resolution Asymmetry in Deep Metric Learning. CoRR (2022)
Zoë Papakipos, Giorgos Tolias, Tomás Jenícek, Ed Pizzi, Shuhei Yokoo, Wenhao Wang, Yifan Sun, Weipu Zhang, Yi Yang, Sanjay Addicam, Sergio Manuel Papadakis, Cristian Canton-Ferrer, Ondrej Chum, Matthijs Douze
Results and findings of the 2021 Image Similarity Challenge. CoRR (2022)
Nikolaos-Antonios Ypsilantis, Noa Garcia, Guangxing Han, Sarah Ibrahimi, Nanne van Noord, Giorgos Tolias
The Met Dataset: Instance-level Recognition for Artworks. NeurIPS Datasets and Benchmarks (2021)
Zoë Papakipos, Giorgos Tolias, Tomás Jenícek, Ed Pizzi, Shuhei Yokoo, Wenhao Wang, Yifan Sun, Weipu Zhang, Yi Yang, Sanjay Addicam, Sergio Manuel Papadakis, Cristian Canton Ferrer, Ondrej Chum, Matthijs Douze
Results and findings of the 2021 Image Similarity Challenge. NeurIPS (Competition and Demos) (2021)
Matthijs Douze, Giorgos Tolias, Ed Pizzi, Zoë Papakipos, Lowik Chanussot, Filip Radenovic, Tomás Jenícek, Maxim Maximov, Laura Leal-Taixé, Ismail Elezi, Ondrej Chum, Cristian Canton-Ferrer
The 2021 Image Similarity Dataset and Challenge. CoRR (2021)
Yash Patel, Giorgos Tolias, Jiri Matas
Recall@k Surrogate Loss with Large Batches and Similarity Mixup. CoRR (2021)
Giorgos Tolias, Tomás Jenícek, Ondrej Chum
Learning and aggregating deep local descriptors for instance-level recognition. CoRR (2020)
Ahmet Iscen, Giorgos Tolias, Yannis Avrithis, Ondrej Chum, Cordelia Schmid
Graph Convolutional Networks for Learning with Few Clean and Many Noisy Labels. ECCV (10) (2020)
Giorgos Tolias, Tomás Jenícek, Ondrej Chum
Learning and Aggregating Deep Local Descriptors for Instance-Level Recognition. ECCV (1) (2020)
Arun Mukundan, Giorgos Tolias, Ondrej Chum
Explicit Spatial Encoding for Deep Local Descriptors. CoRR (2019)
Filip Radenovic, Giorgos Tolias, Ondrej Chum
Fine-Tuning CNN Image Retrieval with No Human Annotation. IEEE Trans. Pattern Anal. Mach. Intell. 41 (7) (2019)
Ahmet Iscen, Giorgos Tolias, Yannis Avrithis, Ondrej Chum, Cordelia Schmid
Graph convolutional networks for learning with few clean and many noisy labels. CoRR (2019)
Ahmet Iscen, Giorgos Tolias, Yannis Avrithis, Ondrej Chum
Label Propagation for Deep Semi-supervised Learning. CoRR (2019)
Giorgos Tolias, Filip Radenovic, Ondrej Chum
Targeted Mismatch Adversarial Attack: Query with a Flower to Retrieve the Tower. CoRR (2019)
Arun Mukundan, Giorgos Tolias, Andrei Bursuc, Hervé Jégou, Ondrej Chum
Understanding and Improving Kernel Local Descriptors. Int. J. Comput. Vis. 127 (11-12) (2019)
Giorgos Tolias, Filip Radenovic, Ondrej Chum
Targeted Mismatch Adversarial Attack: Query With a Flower to Retrieve the Tower. ICCV (2019)
Oriane Siméoni, Ahmet Iscen, Giorgos Tolias, Yannis Avrithis, Ondrej Chum
Graph-based particular object discovery. Mach. Vis. Appl. 30 (2) (2019)
Arun Mukundan, Giorgos Tolias, Ondrej Chum
Explicit Spatial Encoding for Deep Local Descriptors. CVPR (2019)
Ahmet Iscen, Giorgos Tolias, Yannis Avrithis, Ondrej Chum
Label Propagation for Deep Semi-Supervised Learning. CVPR (2019)
Ahmet Iscen, Yannis Avrithis, Giorgos Tolias, Teddy Furon, Ondrej Chum
Fast Spectral Ranking for Similarity Search. CVPR (2018)
Giorgos Tolias, Ondrej Chum
Efficient contour match kernel. Image Vis. Comput. 76 (2018)
Filip Radenovic, Ahmet Iscen, Giorgos Tolias, Yannis Avrithis, Ondrej Chum
Revisiting Oxford and Paris: Large-Scale Image Retrieval Benchmarking. CoRR (2018)
Oriane Siméoni, Ahmet Iscen, Giorgos Tolias, Yannis Avrithis, Ondrej Chum
Unsupervised Object Discovery for Instance Recognition. WACV (2018)
Ahmet Iscen, Yannis Avrithis, Giorgos Tolias, Teddy Furon, Ondrej Chum
Hybrid Diffusion: Spectral-Temporal Graph Filtering for Manifold Ranking. CoRR (2018)
Filip Radenovic, Ahmet Iscen, Giorgos Tolias, Yannis Avrithis, Ondrej Chum
Revisiting Oxford and Paris: Large-Scale Image Retrieval Benchmarking. CVPR (2018)
Ahmet Iscen, Giorgos Tolias, Yannis Avrithis, Ondrej Chum
Mining on Manifolds: Metric Learning Without Labels. CVPR (2018)
Ahmet Iscen, Yannis Avrithis, Giorgos Tolias, Teddy Furon, Ondrej Chum
Hybrid Diffusion: Spectral-Temporal Graph Filtering for Manifold Ranking. ACCV (2) (2018)
Arun Mukundan, Giorgos Tolias, Andrei Bursuc, Hervé Jégou, Ondrej Chum
Understanding and Improving Kernel Local Descriptors. CoRR (2018)
Ahmet Iscen, Giorgos Tolias, Yannis Avrithis, Ondrej Chum
Mining on Manifolds: Metric Learning without Labels. CoRR (2018)
Filip Radenovic, Giorgos Tolias, Ondrej Chum
Deep Shape Matching. ECCV (5) (2018)
Filip Radenovic, Giorgos Tolias, Ondrej Chum
Fine-tuning CNN Image Retrieval with No Human Annotation. CoRR (2017)
Arun Mukundan, Giorgos Tolias, Ondrej Chum
Multiple-Kernel Local-Patch Descriptor. BMVC (2017)
Giorgos Tolias, Ondrej Chum
Asymmetric Feature Maps with Application to Sketch Based Retrieval. CVPR (2017)
Arun Mukundan, Giorgos Tolias, Ondrej Chum
Multiple-Kernel Local-Patch Descriptor. CoRR (2017)
Arun Mukundan, Giorgos Tolias, Ondrej Chum
Robust Data Whitening as an Iteratively Re-weighted Least Squares Problem. SCIA (1) (2017)
Filip Radenovic, Giorgos Tolias, Ondrej Chum
Generic Sketch-Based Retrieval Learned without Drawing a Single Sketch. CoRR (2017)
Ahmet Iscen, Giorgos Tolias, Yannis Avrithis, Teddy Furon, Ondrej Chum
Panorama to panorama matching for location recognition. CoRR (2017)
Giorgos Tolias, Ondrej Chum
Asymmetric Feature Maps with Application to Sketch Based Retrieval. CoRR (2017)
Ahmet Iscen, Yannis Avrithis, Giorgos Tolias, Teddy Furon, Ondrej Chum
Fast Spectral Ranking for Similarity Search. CoRR (2017)
Ahmet Iscen, Giorgos Tolias, Yannis Avrithis, Teddy Furon, Ondrej Chum
Efficient Diffusion on Region Manifolds: Recovering Small Objects with Compact CNN Representations. CVPR (2017)
Oriane Siméoni, Ahmet Iscen, Giorgos Tolias, Yannis Avrithis, Ondrej Chum
Unsupervised deep object discovery for instance recognition. CoRR (2017)
Ahmet Iscen, Giorgos Tolias, Yannis Avrithis, Teddy Furon, Ondrej Chum
Panorama to Panorama Matching for Location Recognition. ICMR (2017)
Filip Radenovic, Giorgos Tolias, Ondrej Chum
CNN Image Retrieval Learns from BoW: Unsupervised Fine-Tuning with Hard Examples. ECCV (1) (2016)
Giorgos Tolias, Yannis Avrithis, Hervé Jégou
Erratum to: Image Search with Selective Match Kernels: Aggregation Across Single and Multiple Images. Int. J. Comput. Vis. 116 (3) (2016)
Ahmet Iscen, Giorgos Tolias, Yannis Avrithis, Teddy Furon, Ondrej Chum
Efficient Diffusion on Region Manifolds: Recovering Small Objects with Compact CNN Representations. CoRR (2016)
Giorgos Tolias, Yannis Avrithis, Hervé Jégou
Image Search with Selective Match Kernels: Aggregation Across Single and Multiple Images. Int. J. Comput. Vis. 116 (3) (2016)
Giorgos Tolias, Ronan Sicre, Hervé Jégou
Particular object retrieval with integral max-pooling of CNN activations. ICLR (Poster) (2016)
Filip Radenovic, Giorgos Tolias, Ondrej Chum
CNN Image Retrieval Learns from BoW: Unsupervised Fine-Tuning with Hard Examples. CoRR (2016)
Andrei Bursuc, Giorgos Tolias, Hervé Jégou
Kernel Local Descriptors with Implicit Rotation Matching. ICMR (2015)
Ahmet Iscen, Giorgos Tolias, Philippe Henri Gosselin, Hervé Jégou
A Comparison of Dense Region Detectors for Image Search and Fine-Grained Classification. IEEE Trans. Image Process. 24 (8) (2015)
Giorgos Tolias, Andrei Bursuc, Teddy Furon, Hervé Jégou
Rotation and translation covariant match kernels for image retrieval. Comput. Vis. Image Underst. 140 (2015)
Yannis Avrithis, Giorgos Tolias
Hough Pyramid Matching: Speeded-Up Geometry Re-ranking for Large Scale Image Retrieval. Int. J. Comput. Vis. 107 (1) (2014)
Giorgos Tolias, Hervé Jégou
Visual query expansion with or without geometry: Refining local descriptors by feature aggregation. Pattern Recognit. 47 (10) (2014)
Giorgos Tolias, Yannis Kalantidis, Yannis Avrithis, Stefanos D. Kollias
Towards large-scale geometry indexing by feature selection. Comput. Vis. Image Underst. 120 (2014)
Ahmet Iscen, Giorgos Tolias, Philippe Henri Gosselin, Hervé Jégou
A comparison of dense region detectors for image search and fine-grained classification. CoRR (2014)
Giorgos Tolias, Teddy Furon, Hervé Jégou
Orientation Covariant Aggregation of Local Descriptors with Embeddings. ECCV (6) (2014)
Giorgos Tolias, Teddy Furon, Hervé Jégou
Orientation covariant aggregation of local descriptors with embeddings. CoRR (2014)
Giorgos Tolias, Yannis Avrithis, Hervé Jégou
To Aggregate or Not to aggregate: Selective Match Kernels for Image Search. ICCV (2013)
Giorgos Tolias, Yannis Kalantidis, Yannis Avrithis
SymCity: feature selection by symmetry for large scale image retrieval. ACM Multimedia (2012)
Giorgos Tolias, Yannis Avrithis
Speeded-up, relaxed spatial matching. ICCV (2011)
Yannis Kalantidis, Giorgos Tolias, Yannis Avrithis, Marios Phinikettos, Evaggelos Spyrou, Phivos Mylonas, Stefanos D. Kollias
VIRaL: Visual Image Retrieval and Localization. Multim. Tools Appl. 51 (2) (2011)
Yannis Avrithis, Yannis Kalantidis, Giorgos Tolias, Evaggelos Spyrou
Retrieving landmark and non-landmark images from community photo collections. ACM Multimedia (2010)
Evaggelos Spyrou, Yannis Kalantidis, Giorgos Tolias, Phivos Mylonas, Stefanos D. Kollias
Intelligent content retrieval using a visual vocabulary and geometric constraints. FUZZ-IEEE (2010)
Symeon Papadopoulos, Christos Zigkolis, Giorgos Tolias, Yannis Kalantidis, Phivos Mylonas, Yiannis Kompatsiaris, Athena Vakali
Image clustering through community detection on hybrid image similarity graphs. ICIP (2010)
Yannis Avrithis, Giorgos Tolias, Yannis Kalantidis
Feature map hashing: sub-linear indexing of appearance and global geometry. ACM Multimedia (2010)
Evaggelos Spyrou, Giorgos Tolias, Phivos Mylonas, Yannis Avrithis
Concept detection and keyframe extraction using a visual thesaurus. Multim. Tools Appl. 41 (3) (2009)
Evaggelos Spyrou, Giorgos Tolias, Yannis Avrithis
Large Scale Concept Detection in Video Using a Region Thesaurus. MMM (2009)
Qianni Zhang, Krishna Chandramouli, Uros Damnjanovic, Tomas Piatrik, Giorgos Tolias, Yannis Avrithis, Petros Kapsalas, Phivos Mylonas, Evaggelos Spyrou, Boris Mansencal, Jenny Benois-Pineau, Ahmet Saracoglu, Ersin Esen, A. Aydin Alatan, Naiara Aginako, I. Garcia, António M. G. Pinheiro, L. A. Alexandre, Marzia Corvaglia, Fabrizio Guerrini, Pierangelo Migliorati, Nastaran Fatemi, Florian Poulin, Laura Elena Raileanu, Roman Jarina, Martin Paralic, Stefanos Vrochidis, Anastasia Moumtzidou, Paul King, Spiros Nikolopoulos, Anastasios Dimou, Vasileios Mezaris, Lambros Makris, Ioannis Kompatsiaris, Suphi Umut Naci, Alan Hanjalic
COST292 experimental framework for TRECVID2008. TRECVID (2008)
Evaggelos Spyrou, Giorgos Tolias, Phivos Mylonas
A Relation-Based Contextual Approach for Efficient Multimedia Analysis. SMAP (2008)
Javier Molina, José María Martínez Sanchez, Vasileios Mezaris, Georgios Th. Papadopoulos, Spiros Nikolopoulos, Ioannis Kompatsiaris, Anastasios Dimou, Paulo Villegas, J. Rodríguez-Benito, Eduard Bru, Tomasz Adamek, Giorgos Tolias, Evaggelos Spyrou, Natasa Sofou, Petros Kapsalas, Yannis Avrithis
MESH participation to TRECVID2008 HLFE. TRECVID (2008)
Evaggelos Spyrou, Giorgos Tolias, Phivos Mylonas, Yannis Avrithis
A Semantic Multimedia Analysis Approach Utilizing a Region Thesaurus and LSA. WIAMIS (2008)
Peter Wilkins, Daragh Byrne, Gareth J. F. Jones, Hyowon Lee, Gordon Keenan, Kevin McGuinness, Noel E. O'Connor, Neil O'Hare, Alan F. Smeaton, Tomasz Adamek, Raphaël Troncy, Alia Amin, Rachid Benmokhtar, Emilie Dumont, Benoit Huet, Bernard Mérialdo, Giorgos Tolias, Evaggelos Spyrou, Yannis Avrithis, Georgios Th. Papadopoulos, Vasileios Mezaris, Ioannis Kompatsiaris, Roland Mörzinger, Peter Schallauer, Werner Bailer, Krishna Chandramouli, Ebroul Izquierdo, Lutz Goldmann, Martin Haller, Amjad Samour, Andreas Cobet, Thomas Sikora, Pavel Praks, David Hannah, Martin Halvey, Frank Hopfgartner, Robert Villa, P. Punitha, Anuj Goyal, Joemon M. Jose
K-Space at TRECVid 2008. TRECVID (2008)
Qianni Zhang, Krishna Chandramouli, Uros Damnjanovic, Tomas Piatrik, Ebroul Izquierdo, Marzia Corvaglia, Nicola Adami, Riccardo Leonardi, G. Yakin, Sercan Aksoy, Suphi Umut Naci, Alan Hanjalic, Stefanos Vrochidis, Anastasia Moumtzidou, Spiros Nikolopoulos, Vasileios Mezaris, Lambros Makris, Ioannis Kompatsiaris, Boris Mansencal, Jenny Benois-Pineau, Ersin Esen, A. Aydin Alatan, Evaggelos Spyrou, Petros Kapsalas, Giorgos Tolias, Phivos Mylonas, Yannis Avrithis, Branimir Reljin, Goran Zajic, António M. G. Pinheiro, L. A. Alexandre, P. Almeida, Roman Jarina, Michal Kuba, Naiara Aginako, Jon Goya
The COST292 experimental framework for TRECVID 2007. TRECVID (2007)