Giorgos Tolias - Publications

List of publications from google scholar

Selected list of publications

	2025
	Composed Image Retrieval for Training-Free Domain Conversion Nikos Efthymiadis, Bill Psomas, Zakaria Laskar, Konstantinos Karantzalos, Yannis Avrithis, Ondřej Chum and Giorgos Tolias Proc. WACV, 2025. Code
	Crafting Distribution Shifts for Validation and Training in Single Source Domain Generalization Nikos Efthymiadis, Giorgos Tolias and Ondrej Chum Proc. WACV, 2025. Code
	2024
	AMES: Asymmetric and Memory-Efficient Similarity Estimation for Instance-level Retrieval Pavel Suma, Giorgos Kordopatis-Zilos, Ahmet Iscen and Giorgos Tolias Proc. ECCV, 2024. Code, video
	Label Propagation for Zero-shot Classification with Vision-Language Models Vladan Stojnic, Yannis Kalantidis and Giorgos Tolias Proc. CVPR, 2024. Code, video.
	HSCNet++: Hierarchical Scene Coordinate Classification and Regression for Visual Localization with Transformer Shuzhe Wang, Zakaria Laskar, Iaroslav Melekhov, Xiaotian Li, Yi Zhao, Giorgos Tolias, Juho Kannala IJCV, 2024.
	Training Ensembles with Inliers and Outliers for Semi-supervised Active Learning Vladan Stojnic, Zakaria Laskar and Giorgos Tolias Proc. WACV, 2024. Code.
	2023
	Test-time Training for Matching-based Video Object Segmentation Juliette Bertrand, Giorgos Kordopatis-Zilos, Yannis Kalantidis and Giorgos Tolias Proc. NeurIPS, 2023. Code, video, project.
	Large-to-small Image Resolution Asymmetry in Deep Metric Learning Pavel Suma and Giorgos Tolias Proc. WACV, 2023. Code, video.
	2022
	Recall@k Surrogate Loss with Large Batches and Similarity Mixup Yash Patel, Giorgos Tolias, and Jiri Matas Proc. CVPR, 2022. Code, video
	Edge Augmentation for Large-Scale Sketch Recognition without Sketches Nikos Efthymiadis, Giorgos Tolias, and Ondrej Chum Proc. ICPR, 2022. Dataset, code, video
	2021
	The Met Dataset: Instance-level Recognition for Artworks Nikolaos Ypsilantis, Noa Garcia, Guangxing Han, Sarah Ibrahimi, Nanne Van Noord, and Giorgos Tolias Proc. NeurIPS (Track Datasets and Benchmarks), 2021. Dataset, code, video
	2020
	Learning and aggregating deep local descriptors for instance-level recognition Giorgos Tolias, Tomas Jenicek, and Ondřej Chum Proc. ECCV, 2020. Code: training, retrieval with ASMK, video
	Graph convolutional networks for learning with few clean and many noisy labels Ahmet Iscen, Giorgos Tolias, Yannis Avrithis, Ondřej Chum, and Cordelia Schmid Proc. ECCV, 2020. Code, video
	2019
	Targeted Mismatch Adversarial Attack: Query with a Flower to Retrieve the Tower Giorgos Tolias, Filip Radenovic, and Ondřej Chum Proc. ICCV, 2019. Code
	Label Propagation for Deep Semi-supervised Learning Ahmet Iscen, Giorgos Tolias, Yannis Avrithis, and Ondřej Chum Proc. CVPR, 2019. Code
	Explicit Spatial Encoding for Deep Local Descriptors Arun Mukundan, Giorgos Tolias, and Ondřej Chum Proc. CVPR, 2019.
	Fine-tuning CNN Image Retrieval with No Human Annotation Filip Radenovic, Giorgos Tolias, and Ondřej Chum PAMI, 2019. Project, code.
	Understanding and Improving Kernel Local Descriptors Arun Mukundan, Giorgos Tolias, Andrei Bursuc, Hervé Jégou and Ondřej Chum IJCV, 2019. Code in PyTorch.
	2018
	Hybrid Diffusion: Spectral-Temporal Graph Filtering for Manifold Ranking Ahmet Iscen, Yannis Avrithis, Giorgos Tolias, Teddy Furon, and Ondřej Chum Proc. ACCV, 2018.
	Deep Shape Matching Filip Radenovic, Giorgos Tolias, and Ondřej Chum Proc. ECCV, 2018. Project, models, code.
	Mining on Manifolds: Metric Learning without Labels Ahmet Iscen, Giorgos Tolias, Yannis Avrithis, and Ondřej Chum Proc. CVPR, 2018. Code.
	Revisiting Oxford and Paris: Large-Scale Image Retrieval Benchmarking Filip Radenovic, Ahmet Iscen, Giorgos Tolias, Yannis Avrithis, and Ondřej Chum Proc. CVPR, 2018. Project.
	Fast Spectral Ranking for Similarity Search Ahmet Iscen, Yannis Avrithis, Giorgos Tolias, Teddy Furon, and Ondřej Chum Proc. CVPR, 2018.
	Unsupervised object discovery for instance recognition Oriane Siméoni, Ahmet Iscen, Giorgos Tolias, Yannis Avrithis, and Ondřej Chum Proc. WACV, 2018.
	2017
	Multiple-Kernel Local-Patch Descriptor Arun Mukundan, Giorgos Tolias and Ondřej Chum Proc. BMVC, 2017. Code, presentation (includes findings that are not in the paper). Best Science Paper Award - Honorable Mention at BMVC 2017
	Efficient Diffusion on Region Manifolds: Recovering Small Objects with Compact CNN Representations Ahmet Iscen, Giorgos Tolias, Yannis Avrithis, Teddy Furon and Ondřej Chum Proc. CVPR, 2017. Project and code.
	Asymmetric Feature Maps with Application to Sketch Based Retrieval Giorgos Tolias and Ondřej Chum Proc. CVPR, 2017.
	2016
	CNN Image Retrieval Learns from BoW: Unsupervised Fine-Tuning with Hard Examples Filip Radenović, Giorgos Tolias, and Ondřej Chum Proc. ECCV, 2016. Project, code.
	Particular object retrieval with integral max-pooling of CNN activations Giorgos Tolias, Ronan Sicre, and Hervé Jégou Proc. ICLR, 2016. Code.
	2015
	Rotation and translation covariant match kernels for image retrieval Giorgos Tolias, Andrei Bursuc, Teddy Furon, and Hervé Jégou CVIU, 2015.
	Image search with selective match kernels: aggregation across single and multiple images Giorgos Tolias, Yannis Avrithis and Hervé Jégou IJCV, 2015.
	2014
	Orientation covariant aggregation of local descriptors with embeddings Giorgos Tolias, Teddy Furon and Hervé Jégou Proc. ECCV, 2014. Code.
	Visual query expansion with or without geometry: refining local descriptors by feature aggregation Giorgos Tolias and Hervé Jégou Pattern Recognition, 2014. Project page.
	Hough Pyramid Matching: Speeded-up geometry re-ranking for large scale image retrieval Yannis Avrithis and Giorgos Tolias IJCV, 2014. Project page, code.
	Towards large-scale geometry indexing by feature selection Giorgos Tolias, Yannis Kalantidis, Yannis Avrithis and Stefanos Kollias CVIU, 2014.
	2013
	To aggregate or not to aggregate: Selective match kernels for image search Giorgos Tolias, Yannis Avrithis and Hervé Jégou Proc. ICCV, 2013. Matlab package,Python package, project page
	2012
	SymCity: Feature Selection by Symmetry for Large Scale Image Retrieval Giorgos Tolias, Yannis Kalantidis and Yannis Avrithis Proc. ACM Multimedia, 2012. Project page.
	2011
	Speeded-up, Relaxed Spatial Matching Giorgos Tolias and Yannis Avrithis Proc. ICCV, 2011. Project page, code.
	2010
	Feature Map Hashing: Sub-linear Indexing of Appearance and Global Geometry Yannis Avrithis, Giorgos Tolias, Yannis Kalantidis Proc. ACM Multimedia, 2010. Project page.
	Retrieving Landmark and Non-Landmark Images from Community Photo Collections Yannis Avrithis, Yannis Kalantidis, Giorgos Tolias and Evagelos Spyrou Proc. ACM Multimedia, 2010. Project page.

Selected list of publications

2025

2024

2023

2022

2021

2020

2019

2018

2017

2016

2015

2014

2013

2012

2011

2010