Giorgos Tolias

Orcid: 0000-0002-9570-3870

According to our database1, Giorgos Tolias authored at least 65 papers between 2007 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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Bibliography

2024
HSCNet++: Hierarchical Scene Coordinate Classification and Regression for Visual Localization with Transformer.
Int. J. Comput. Vis., July, 2024

The 2023 video similarity dataset and challenge.
Comput. Vis. Image Underst., 2024

Crafting Distribution Shifts for Validation and Training in Single Source Domain Generalization.
CoRR, 2024

AMES: Asymmetric and Memory-Efficient Similarity Estimation for Instance-level Retrieval.
CoRR, 2024

Training Ensembles with Inliers and Outliers for Semi-supervised Active Learning.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

Composed Image Retrieval for Remote Sensing.
Proceedings of the IGARSS 2024, 2024

Label Propagation for Zero-shot Classification with Vision-Language Models.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023
Large-to-small Image Resolution Asymmetry in Deep Metric Learning.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

Rethinking Matching-Based Few-Shot Action Recognition.
Proceedings of the Image Analysis - 22nd Scandinavian Conference, 2023

Test-time Training for Matching-based Video Object Segmentation.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Self-Supervised Video Similarity Learning.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022
Edge Augmentation for Large-Scale Sketch Recognition without Sketches.
Proceedings of the 26th International Conference on Pattern Recognition, 2022

Recall@k Surrogate Loss with Large Batches and Similarity Mixup.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021
The 2021 Image Similarity Dataset and Challenge.
CoRR, 2021

The Met Dataset: Instance-level Recognition for Artworks.
Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks 1, 2021

Results and findings of the 2021 Image Similarity Challenge.
Proceedings of the NeurIPS 2021 Competitions and Demonstrations Track, 2021

2020
Learning and Aggregating Deep Local Descriptors for Instance-Level Recognition.
Proceedings of the Computer Vision - ECCV 2020, 2020

Graph Convolutional Networks for Learning with Few Clean and Many Noisy Labels.
Proceedings of the Computer Vision - ECCV 2020, 2020

2019
Fine-Tuning CNN Image Retrieval with No Human Annotation.
IEEE Trans. Pattern Anal. Mach. Intell., 2019

Graph-based particular object discovery.
Mach. Vis. Appl., 2019

Understanding and Improving Kernel Local Descriptors.
Int. J. Comput. Vis., 2019

Targeted Mismatch Adversarial Attack: Query With a Flower to Retrieve the Tower.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Explicit Spatial Encoding for Deep Local Descriptors.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Label Propagation for Deep Semi-Supervised Learning.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018
Efficient contour match kernel.
Image Vis. Comput., 2018

Unsupervised Object Discovery for Instance Recognition.
Proceedings of the 2018 IEEE Winter Conference on Applications of Computer Vision, 2018

Deep Shape Matching.
Proceedings of the Computer Vision - ECCV 2018, 2018

Revisiting Oxford and Paris: Large-Scale Image Retrieval Benchmarking.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Mining on Manifolds: Metric Learning Without Labels.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Fast Spectral Ranking for Similarity Search.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Hybrid Diffusion: Spectral-Temporal Graph Filtering for Manifold Ranking.
Proceedings of the Computer Vision - ACCV 2018, 2018

2017
Unsupervised deep object discovery for instance recognition.
CoRR, 2017

Generic Sketch-Based Retrieval Learned without Drawing a Single Sketch.
CoRR, 2017

Robust Data Whitening as an Iteratively Re-weighted Least Squares Problem.
Proceedings of the Image Analysis - 20th Scandinavian Conference, 2017

Panorama to Panorama Matching for Location Recognition.
Proceedings of the 2017 ACM on International Conference on Multimedia Retrieval, 2017

Asymmetric Feature Maps with Application to Sketch Based Retrieval.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Efficient Diffusion on Region Manifolds: Recovering Small Objects with Compact CNN Representations.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Multiple-Kernel Local-Patch Descriptor.
Proceedings of the British Machine Vision Conference 2017, 2017

2016
Erratum to: Image Search with Selective Match Kernels: Aggregation Across Single and Multiple Images.
Int. J. Comput. Vis., 2016

Image Search with Selective Match Kernels: Aggregation Across Single and Multiple Images.
Int. J. Comput. Vis., 2016

Particular object retrieval with integral max-pooling of CNN activations.
Proceedings of the 4th International Conference on Learning Representations, 2016

CNN Image Retrieval Learns from BoW: Unsupervised Fine-Tuning with Hard Examples.
Proceedings of the Computer Vision - ECCV 2016, 2016

2015
A Comparison of Dense Region Detectors for Image Search and Fine-Grained Classification.
IEEE Trans. Image Process., 2015

Rotation and translation covariant match kernels for image retrieval.
Comput. Vis. Image Underst., 2015

Kernel Local Descriptors with Implicit Rotation Matching.
Proceedings of the 5th ACM on International Conference on Multimedia Retrieval, 2015

2014
Visual query expansion with or without geometry: Refining local descriptors by feature aggregation.
Pattern Recognit., 2014

Hough Pyramid Matching: Speeded-Up Geometry Re-ranking for Large Scale Image Retrieval.
Int. J. Comput. Vis., 2014

Towards large-scale geometry indexing by feature selection.
Comput. Vis. Image Underst., 2014

Orientation Covariant Aggregation of Local Descriptors with Embeddings.
Proceedings of the Computer Vision - ECCV 2014, 2014

2013
To Aggregate or Not to aggregate: Selective Match Kernels for Image Search.
Proceedings of the IEEE International Conference on Computer Vision, 2013

2012
SymCity: feature selection by symmetry for large scale image retrieval.
Proceedings of the 20th ACM Multimedia Conference, MM '12, Nara, Japan, October 29, 2012

2011
VIRaL: Visual Image Retrieval and Localization.
Multim. Tools Appl., 2011

Speeded-up, relaxed spatial matching.
Proceedings of the IEEE International Conference on Computer Vision, 2011

2010
Feature map hashing: sub-linear indexing of appearance and global geometry.
Proceedings of the 18th International Conference on Multimedia 2010, 2010

Retrieving landmark and non-landmark images from community photo collections.
Proceedings of the 18th International Conference on Multimedia 2010, 2010

Image clustering through community detection on hybrid image similarity graphs.
Proceedings of the International Conference on Image Processing, 2010

Intelligent content retrieval using a visual vocabulary and geometric constraints.
Proceedings of the FUZZ-IEEE 2010, 2010

2009
Concept detection and keyframe extraction using a visual thesaurus.
Multim. Tools Appl., 2009

Large Scale Concept Detection in Video Using a Region Thesaurus.
Proceedings of the Advances in Multimedia Modeling, 2009

2008
A Semantic Multimedia Analysis Approach Utilizing a Region Thesaurus and LSA.
Proceedings of the Ninth International Workshop on Image Analysis for Multimedia Interactive Services, 2008




A Relation-Based Contextual Approach for Efficient Multimedia Analysis.
Proceedings of the Third International Workshop on Semantic Media Adaptation and Personalization, 2008

2007


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