Giorgos Tolias
28 papers · 2013–2026 · 5 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (48) 🏃 Academic Marathon · Half 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird
🤝
Dynamic Duo
(14)
🧬
Topic Evolution
🏆
Keyword Champion
(3)
🧭
Keyword Pioneer
📈
Trend Setter
❓
The Questioner
(2)
💎
Century Club · Bronze
🔥
Unstoppable · Bronze
⚡
Prolific Year · Productive
🚀
Conference Pioneer
🗃️
Keyword Collector
(104)
Venues
Top co-authors
Research topics
Computer Vision
(17)
Machine Learning
(17)
Analysis
(13)
Deep Learning
(11)
Core Methods
(11)
Artificial Intelligence
(8)
Core AI · Artificial Intelligence
(7)
Learning Types · Deep Learning
(7)
Learning Types · Machine Learning
(6)
Processing
(6)
Application Areas
(3)
Architectures
(3)
Core AI · Computer Vision
(3)
Domain-Specific
(2)
Computer Science
(1)
Keywords
image retrieval
(12)
vision-language model
(4)
representation learning
(3)
convolutional neural network
(3)
metric learning
(3)
local descriptor
(3)
label propagation
(3)
zero-shot learning
(3)
semantic segmentation
(3)
distribution shift
(3)
kernel methods
(2)
manifold learning
(2)
open-vocabulary segmentation
(2)
domain generalization
(2)
knowledge distillation
(2)
semi-supervised learning
(2)
approximate nearest neighbor
(2)
match kernel
(2)
feature map
(2)
similarity search
(1)
Papers
Global-Aware Edge Prioritization for Pose Graph Initialization
CVPR 2026
Retrieve and Segment: Are a Few Examples Enough to Bridge the Supervision Gap in Open-Vocabulary Segmentation?
CVPR 2026
SPAR: Single-Pass Any-Resolution ViT for Open-vocabulary Segmentation
CVPR 2026
A Dataset for Semantic Segmentation in the Presence of Unknowns
CVPR 2025
Composed Image Retrieval for Training-Free Domain Conversion
WACV 2025
Crafting Distribution Shifts for Validation and Training in Single Source Domain Generalization
WACV 2025
ILIAS: Instance-Level Image retrieval At Scale
CVPR 2025
LOCORE: Image Re-ranking with Long-Context Sequence Modeling
CVPR 2025
LPOSS: Label Propagation Over Patches and Pixels for Open-vocabulary Semantic Segmentation
CVPR 2025
Processing and acquisition traces in visual encoders: What does CLIP know about your camera?
ICCV 2025
AMES: Asymmetric and Memory-Efficient Similarity Estimation for Instance-level Retrieval
ECCV 2024
Label Propagation for Zero-shot Classification with Vision-Language Models
CVPR 2024
Training Ensembles With Inliers and Outliers for Semi-Supervised Active Learning
WACV 2024
Large-to-Small Image Resolution Asymmetry in Deep Metric Learning
WACV 2023
Test-time Training for Matching-based Video Object Segmentation
NeurIPS 2023
Recall@k Surrogate Loss With Large Batches and Similarity Mixup
CVPR 2022
Graph convolutional networks for learning with few clean and many noisy labels
ECCV 2020
Learning and Aggregating Deep Local Descriptors for Instance-level Recognition
ECCV 2020
Explicit Spatial Encoding for Deep Local Descriptors
CVPR 2019
Label Propagation for Deep Semi-Supervised Learning
CVPR 2019
Targeted Mismatch Adversarial Attack: Query With a Flower to Retrieve the Tower
ICCV 2019
Deep Shape Matching
ECCV 2018
Fast Spectral Ranking for Similarity Search
CVPR 2018
Mining on Manifolds: Metric Learning Without Labels
CVPR 2018
Revisiting Oxford and Paris: Large-Scale Image Retrieval Benchmarking
CVPR 2018
Asymmetric Feature Maps With Application to Sketch Based Retrieval
CVPR 2017
Efficient Diffusion on Region Manifolds: Recovering Small Objects With Compact CNN Representations
CVPR 2017
To Aggregate or Not to aggregate: Selective Match Kernels for Image Search
ICCV 2013