Giorgos Tolias - Publications

List of publications from google scholar

Full list of publications (since 2010)

	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
	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.
	Composed Image Retrieval for Remote Sensing Bill Psomas, Ioannis Kakogeorgiou, Nikos Efthymiadis, Giorgos Tolias, Ondrej Chum, Yannis Avrithis, Konstantinos Karantzalos Proc. IGRASS, 2024. Code .
	The 2023 Video Similarity Dataset and Challenge Ed Pizzi, Giorgos Kordopatis-Zilos, Hiral Patel, Gheorghe Postelnicu, Sugosh Nagavar Ravindra, Akshay Gupta, Symeon Papadopoulos, Giorgos Tolias, Matthijs Douze CVIU, 2024. Code .
	Test-time Training for Matching-based Video Object Segmentation Juliette Bertrand, Giorgos Kordopatis-Zilos, Yannis Kalantidis and Giorgos Tolias Proc. NeurIPS, 2023.
	Self-Supervised Video Similarity Learning Giorgos Kordopatis-Zilos, Giorgos Tolias, Christos Tzelepis, Ioannis Kompatsiaris, Ioannis Patras, Symeon Papadopoulos Proc. CVPR workshop - L3D-IVU, 2023. Code.
	Rethinking matching-based few-shot action recognition Juliette Bertrand, Yannis Kalantidis and Giorgos Tolias Proc. SCIA, 2023. Project, code.
	Large-to-small Image Resolution Asymmetry in Deep Metric Learning Pavel Suma and Giorgos Tolias Proc. WACV, 2023. Code, video.
	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
	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
	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
	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.
	Graph-based particular object discovery Oriane Siméoni, Ahmet Iscen, Giorgos Tolias, Yannis Avrithis, and Ondřej Chum Machine and Vision Applications (MVA), 2019.
	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.
	Efficient Contour Match Kernel Giorgos Tolias, and Ondřej Chum Image and Vision Computing, 2018.
	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.
	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.
	Panorama to panorama matching for location recognition Ahmet Iscen, Giorgos Tolias, Yannis Avrithis, Teddy Furon and Ondřej Chum Proc. ICMR, 2017.
	Robust Data Whitening as an Iteratively Re-weighted Least Squares Problem Arun Mukundan, Giorgos Tolias, and Ondřej Chum Proc. SCIA, 2017.
	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.

	Rotation and translation covariant match kernels for image retrieval Giorgos Tolias, Andrei Bursuc, Teddy Furon, and Hervé Jégou CVIU, 2015.
	A comparison of dense region detectors for image search and fine-grained classification Ahmet Iscen, Giorgos Tolias, Phillipe Gosselin, and Hervé Jégou IEEE Transactions on Image Processing, 2015.
	Kernel local descriptors with implicit rotation matching Andrei Bursuc, Giorgos Tolias, and Hervé Jégou Proc. ICMR, 2015.
	Image search with selective match kernels: aggregation across single and multiple images Giorgos Tolias, Yannis Avrithis and Hervé Jégou IJCV, 2015.
	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.
	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
	SymCity: Feature Selection by Symmetry for Large Scale Image Retrieval Giorgos Tolias, Yannis Kalantidis and Yannis Avrithis Proc. ACM Multimedia, 2012. Project page.
	Speeded-up, Relaxed Spatial Matching Giorgos Tolias and Yannis Avrithis Proc. ICCV, 2011. Project page, code.
	VIRaL: Visual Image Retrieval and Localization Yannis Kalantidis, Giorgos Tolias, Yannis Avrithis, Marios Phinikettos, Evagelos Spyrou, Phivos Mylonas and Stefanos Kollias MTAP, 2011. Demo, project page
	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.