The COST292 experimental framework for TRECVID 2007. - 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; et al. (TRECVID, 2007)

A Relation-Based Contextual Approach for Efficient Multimedia Analysis. - Evaggelos Spyrou; Giorgos Tolias; Phivos Mylonas (SMAP, 2008)

MESH participation to TRECVID2008 HLFE. - 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; et al. (TRECVID, 2008)

K-Space at TRECVid 2008. - Peter Wilkins; Daragh Byrne; Gareth J. F. Jones; Hyowon Lee 001; Gordon Keenan; Kevin McGuinness; Noel E. O'Connor; Neil O'Hare; Alan F. Smeaton; Tomasz Adamek; Raphaël Troncy; Alia Amin; et al. (TRECVID, 2008)

COST292 experimental framework for TRECVID2008. - 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; et al. (TRECVID, 2008)

A Semantic Multimedia Analysis Approach Utilizing a Region Thesaurus and LSA. - Evaggelos Spyrou; Giorgos Tolias; Phivos Mylonas; Yannis Avrithis (WIAMIS, 2008)

Large Scale Concept Detection in Video Using a Region Thesaurus. - Evaggelos Spyrou; Giorgos Tolias; Yannis Avrithis (MMM, 2009)

Concept detection and keyframe extraction using a visual thesaurus. - Evaggelos Spyrou; Giorgos Tolias; Phivos Mylonas; Yannis Avrithis (Multim. Tools Appl., 2009)

Intelligent content retrieval using a visual vocabulary and geometric constraints. - Evaggelos Spyrou; Yannis Kalantidis; Giorgos Tolias; Phivos Mylonas; Stefanos D. Kollias (FUZZ-IEEE, 2010)

Image clustering through community detection on hybrid image similarity graphs. - Symeon Papadopoulos; Christos Zigkolis; Giorgos Tolias; Yannis Kalantidis; Phivos Mylonas; Yiannis Kompatsiaris; Athena Vakali (ICIP, 2010)

Retrieving landmark and non-landmark images from community photo collections. - Yannis Avrithis; Yannis Kalantidis; Giorgos Tolias; Evaggelos Spyrou (ACM Multimedia, 2010)

Feature map hashing: sub-linear indexing of appearance and global geometry. - Yannis Avrithis; Giorgos Tolias; Yannis Kalantidis (ACM Multimedia, 2010)

Speeded-up, relaxed spatial matching. - Giorgos Tolias; Yannis Avrithis (ICCV, 2011)

VIRaL: Visual Image Retrieval and Localization. - Yannis Kalantidis; Giorgos Tolias; Yannis Avrithis; Marios Phinikettos; Evaggelos Spyrou; Phivos Mylonas; Stefanos D. Kollias (Multim. Tools Appl., 2011)

SymCity: feature selection by symmetry for large scale image retrieval. - Giorgos Tolias; Yannis Kalantidis; Yannis Avrithis (ACM Multimedia, 2012)

To Aggregate or Not to aggregate: Selective Match Kernels for Image Search. - Giorgos Tolias; Yannis Avrithis; Hervé Jégou (ICCV, 2013)

Orientation Covariant Aggregation of Local Descriptors with Embeddings. - Giorgos Tolias; Teddy Furon; Hervé Jégou (ECCV (6), 2014)

Towards large-scale geometry indexing by feature selection. - Giorgos Tolias; Yannis Kalantidis; Yannis Avrithis; Stefanos D. Kollias (Comput. Vis. Image Underst., 2014)

Hough Pyramid Matching: Speeded-Up Geometry Re-ranking for Large Scale Image Retrieval. - Yannis Avrithis; Giorgos Tolias (Int. J. Comput. Vis., 2014)

Visual query expansion with or without geometry: Refining local descriptors by feature aggregation. - Giorgos Tolias; Hervé Jégou (Pattern Recognit., 2014)

Kernel Local Descriptors with Implicit Rotation Matching. - Andrei Bursuc; Giorgos Tolias; Hervé Jégou (ICMR, 2015)

Rotation and translation covariant match kernels for image retrieval. - Giorgos Tolias; Andrei Bursuc; Teddy Furon; Hervé Jégou (Comput. Vis. Image Underst., 2015)

A Comparison of Dense Region Detectors for Image Search and Fine-Grained Classification. - Ahmet Iscen; Giorgos Tolias; Philippe Henri Gosselin; Hervé Jégou (IEEE Trans. Image Process., 2015)

CNN Image Retrieval Learns from BoW: Unsupervised Fine-Tuning with Hard Examples. - Filip Radenovic; Giorgos Tolias; Ondrej Chum (ECCV (1), 2016)

Particular object retrieval with integral max-pooling of CNN activations. - Giorgos Tolias; Ronan Sicre; Hervé Jégou (ICLR (Poster), 2016)

Image Search with Selective Match Kernels: Aggregation Across Single and Multiple Images. - Giorgos Tolias; Yannis Avrithis; Hervé Jégou (Int. J. Comput. Vis., 2016)

Erratum to: Image Search with Selective Match Kernels: Aggregation Across Single and Multiple Images. - Giorgos Tolias; Yannis Avrithis; Hervé Jégou (Int. J. Comput. Vis., 2016)

Multiple-Kernel Local-Patch Descriptor. - Arun Mukundan; Giorgos Tolias; Ondrej Chum (BMVC, 2017)

Efficient Diffusion on Region Manifolds: Recovering Small Objects with Compact CNN Representations. - Ahmet Iscen; Giorgos Tolias; Yannis Avrithis; Teddy Furon; Ondrej Chum (CVPR, 2017)

Asymmetric Feature Maps with Application to Sketch Based Retrieval. - Giorgos Tolias; Ondrej Chum (CVPR, 2017)

Panorama to Panorama Matching for Location Recognition. - Ahmet Iscen; Giorgos Tolias; Yannis Avrithis; Teddy Furon; Ondrej Chum (ICMR, 2017)

Robust Data Whitening as an Iteratively Re-weighted Least Squares Problem. - Arun Mukundan; Giorgos Tolias; Ondrej Chum (SCIA (1), 2017)

Generic Sketch-Based Retrieval Learned without Drawing a Single Sketch. - Filip Radenovic; Giorgos Tolias; Ondrej Chum (CoRR, 2017)

Unsupervised deep object discovery for instance recognition. - Oriane Siméoni; Ahmet Iscen; Giorgos Tolias; Yannis Avrithis; Ondrej Chum (CoRR, 2017)

Hybrid Diffusion: Spectral-Temporal Graph Filtering for Manifold Ranking. - Ahmet Iscen; Yannis Avrithis; Giorgos Tolias; Teddy Furon; Ondrej Chum (ACCV (2), 2018)

Fast Spectral Ranking for Similarity Search. - Ahmet Iscen; Yannis Avrithis; Giorgos Tolias; Teddy Furon; Ondrej Chum (CVPR, 2018)

Mining on Manifolds: Metric Learning Without Labels. - Ahmet Iscen; Giorgos Tolias; Yannis Avrithis; Ondrej Chum (CVPR, 2018)

Revisiting Oxford and Paris: Large-Scale Image Retrieval Benchmarking. - Filip Radenovic; Ahmet Iscen; Giorgos Tolias; Yannis Avrithis; Ondrej Chum (CVPR, 2018)

Deep Shape Matching. - Filip Radenovic; Giorgos Tolias; Ondrej Chum (ECCV (5), 2018)

Unsupervised Object Discovery for Instance Recognition. - Oriane Siméoni; Ahmet Iscen; Giorgos Tolias; Yannis Avrithis; Ondrej Chum (WACV, 2018)

Efficient contour match kernel. - Giorgos Tolias; Ondrej Chum (Image Vis. Comput., 2018)

Label Propagation for Deep Semi-Supervised Learning. - Ahmet Iscen; Giorgos Tolias; Yannis Avrithis; Ondrej Chum (CVPR, 2019)

Explicit Spatial Encoding for Deep Local Descriptors. - Arun Mukundan; Giorgos Tolias; Ondrej Chum (CVPR, 2019)

Targeted Mismatch Adversarial Attack: Query With a Flower to Retrieve the Tower. - Giorgos Tolias; Filip Radenovic; Ondrej Chum (ICCV, 2019)

Understanding and Improving Kernel Local Descriptors. - Arun Mukundan; Giorgos Tolias; Andrei Bursuc; Hervé Jégou; Ondrej Chum (Int. J. Comput. Vis., 2019)

Graph-based particular object discovery. - Oriane Siméoni; Ahmet Iscen; Giorgos Tolias; Yannis Avrithis; Ondrej Chum (Mach. Vis. Appl., 2019)

Fine-Tuning CNN Image Retrieval with No Human Annotation. - Filip Radenovic; Giorgos Tolias; Ondrej Chum (IEEE Trans. Pattern Anal. Mach. Intell., 2019)

Graph Convolutional Networks for Learning with Few Clean and Many Noisy Labels. - Ahmet Iscen; Giorgos Tolias; Yannis Avrithis; Ondrej Chum; Cordelia Schmid (ECCV (10), 2020)

Learning and Aggregating Deep Local Descriptors for Instance-Level Recognition. - Giorgos Tolias; Tomás Jenícek; Ondrej Chum (ECCV (1), 2020)

Results and findings of the 2021 Image Similarity Challenge. - Zoë Papakipos; Giorgos Tolias; Tomás Jenícek; Ed Pizzi; Shuhei Yokoo; Wenhao Wang; Yifan Sun 003; Weipu Zhang; Yi Yang 001; Sanjay Addicam; Sergio Manuel Papadakis; Cristian Canton-Ferrer; et al. (NeurIPS (Competition and Demos), 2021)

The Met Dataset: Instance-level Recognition for Artworks. - Nikolaos-Antonios Ypsilantis; Noa Garcia; Guangxing Han; Sarah Ibrahimi; Nanne van Noord; Giorgos Tolias (NeurIPS Datasets and Benchmarks, 2021)

The 2021 Image Similarity Dataset and Challenge. - 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 (CoRR, 2021)

Recall@k Surrogate Loss with Large Batches and Similarity Mixup. - Yash Patel; Giorgos Tolias; Jirí Matas (CVPR, 2022)

Edge Augmentation for Large-Scale Sketch Recognition without Sketches. - Nikos Efthymiadis; Giorgos Tolias; Ondrej Chum (ICPR, 2022)

Self-Supervised Video Similarity Learning. - Giorgos Kordopatis-Zilos; Giorgos Tolias; Christos Tzelepis; Ioannis Kompatsiaris; Ioannis Patras; Symeon Papadopoulos (CVPR Workshops, 2023)

Test-time Training for Matching-based Video Object Segmentation. - Juliette Bertrand; Giorgos Kordopatis-Zilos; Yannis Kalantidis; Giorgos Tolias (NeurIPS, 2023)

Rethinking Matching-Based Few-Shot Action Recognition. - Juliette Bertrand; Yannis Kalantidis; Giorgos Tolias (SCIA (1), 2023)

Large-to-small Image Resolution Asymmetry in Deep Metric Learning. - Pavel Suma; Giorgos Tolias (WACV, 2023)

Label Propagation for Zero-shot Classification with Vision-Language Models. - Vladan Stojnic; Yannis Kalantidis; Giorgos Tolias (CVPR, 2024)

AMES: Asymmetric and Memory-Efficient Similarity Estimation for Instance-Level Retrieval. - Pavel Suma; Giorgos Kordopatis-Zilos; Ahmet Iscen; Giorgos Tolias (ECCV (59), 2024)

Composed Image Retrieval for Remote Sensing. - Bill Psomas; Ioannis Kakogeorgiou; Nikos Efthymiadis; Giorgos Tolias; Ondrej Chum; Yannis Avrithis; Konstantinos Karantzalos (IGARSS, 2024)

Training Ensembles with Inliers and Outliers for Semi-supervised Active Learning. - Vladan Stojnic; Zakaria Laskar; Giorgos Tolias (WACV, 2024)

Three Things to Know about Deep Metric Learning. - Yash Patel; Giorgos Tolias; Jiri Matas (CoRR, 2024)

The 2023 video similarity dataset and challenge. - Ed Pizzi; Giorgos Kordopatis-Zilos; Hiral Patel; Gheorghe Postelnicu; Sugosh Nagavara Ravindra; Akshay Gupta; Symeon Papadopoulos; Giorgos Tolias; Matthijs Douze (Comput. Vis. Image Underst., 2024)

HSCNet++: Hierarchical Scene Coordinate Classification and Regression for Visual Localization with Transformer. - Shuzhe Wang; Zakaria Laskar; Iaroslav Melekhov; Xiaotian Li; Yi Zhao 014; Giorgos Tolias; Juho Kannala (Int. J. Comput. Vis., 2024)

ILIAS: Instance-Level Image retrieval At Scale. - Giorgos Kordopatis-Zilos; Vladan Stojnic; Anna Manko; Pavel Suma; Nikolaos-Antonios Ypsilantis; Nikos Efthymiadis; Zakaria Laskar; Jiri Matas; Ondrej Chum; Giorgos Tolias (CVPR, 2025)

A Dataset for Semantic Segmentation in the Presence of Unknowns. - Zakaria Laskar; Tomas Vojir; Matej Grcic; Iaroslav Melekhov; Shankar Gangisetty; Juho Kannala; Jiri Matas; Giorgos Tolias; C. V. Jawahar (CVPR, 2025)

LPOSS: Label Propagation Over Patches and Pixels for Open-vocabulary Semantic Segmentation. - Vladan Stojnic; Yannis Kalantidis; Jirí Matas; Giorgos Tolias (CVPR, 2025)

LOCORE: Image Re-ranking with Long-Context Sequence Modeling. - Zilin Xiao; Pavel Suma; Ayush Sachdeva; Hao-Jen Wang; Giorgos Kordopatis-Zilos; Giorgos Tolias; Vicente Ordonez (CVPR, 2025)

Composed Image Retrieval for Training-FREE DOMain Conversion. - Nikos Efthymiadis; Bill Psomas; Zakaria Laskar; Konstantinos Karantzalos; Yannis Avrithis; Ondrej Chum; Giorgos Tolias (WACV, 2025)

Crafting Distribution Shifts for Validation and Training in Single Source Domain Generalization. - Nikos Efthymiadis; Giorgos Tolias; Ondrej Chum (WACV, 2025)

Attention, Please! Revisiting Attentive Probing for Masked Image Modeling. - Bill Psomas; Dionysis Christopoulos; Eirini Baltzi; Ioannis Kakogeorgiou; Tilemachos Aravanis; Nikos Komodakis; Konstantinos Karantzalos; Yannis Avrithis; Giorgos Tolias (CoRR, 2025)