Giorgos Tolias

25 papers · 2013–2025 · 5 conferences · across top CS/AI conferences

Achievements

+11 more ↓

🌉 Interdisciplinary Bridge 🌈 Renaissance Researcher (6) 🏃 Academic Marathon (12) 🌍 Conference Polyglot (5) 🗺️ Taxonomy Completionist (47)

🗺️ Taxonomy Completionist (47) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🤝 Dynamic Duo (14) 🧬 Topic Evolution 🏆 Keyword Champion (2) 🚀 Conference Pioneer 💎 Century Club (25) 🗃️ Keyword Collector (95) ❓ The Questioner ⚡ Prolific Year (7)

Conferences

CVPR (13) ECCV (4) WACV (4) ICCV (3) NIPS (1)

Top co-authors

Ondřej Chum (14) Yannis Avrithis (8) Ahmet Iscen (7) Pavel Suma (4) Giorgos Kordopatis-Zilos (4) Zakaria Laskar (4) Jiri Matas (4) Vladan Stojnić (4) Nikos Efthymiadis (3) Filip Radenovic (3)

Keywords

image retrieval (11) local descriptor (3) distribution shift (3) metric learning (3) representation learning (3) semantic segmentation (3) label propagation (3) vision-language model (3) convolutional neural network (3) kernel methods (2) zero-shot learning (2) manifold learning (2) match kernel (2) domain generalization (2) semi-supervised learning (2) approximate nearest neighbor (2) feature map (2) transductive learning (1) scene understanding (1) similarity search (1)

Papers

Composed Image Retrieval for Training-Free Domain Conversion WACV 2025 LPOSS: Label Propagation Over Patches and Pixels for Open-vocabulary Semantic Segmentation CVPR 2025 ILIAS: Instance-Level Image retrieval At Scale CVPR 2025 LOCORE: Image Re-ranking with Long-Context Sequence Modeling CVPR 2025 A Dataset for Semantic Segmentation in the Presence of Unknowns CVPR 2025 Processing and acquisition traces in visual encoders: What does CLIP know about your camera? ICCV 2025 Crafting Distribution Shifts for Validation and Training in Single Source Domain Generalization WACV 2025 Training Ensembles With Inliers and Outliers for Semi-Supervised Active Learning WACV 2024 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 Test-time Training for Matching-based Video Object Segmentation NIPS 2023 Large-to-Small Image Resolution Asymmetry in Deep Metric Learning WACV 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 Label Propagation for Deep Semi-Supervised Learning CVPR 2019 Targeted Mismatch Adversarial Attack: Query With a Flower to Retrieve the Tower ICCV 2019 Explicit Spatial Encoding for Deep Local Descriptors CVPR 2019 Revisiting Oxford and Paris: Large-Scale Image Retrieval Benchmarking CVPR 2018 Fast Spectral Ranking for Similarity Search CVPR 2018 Mining on Manifolds: Metric Learning Without Labels CVPR 2018 Deep Shape Matching ECCV 2018 Efficient Diffusion on Region Manifolds: Recovering Small Objects With Compact CNN Representations CVPR 2017 Asymmetric Feature Maps With Application to Sketch Based Retrieval CVPR 2017 To Aggregate or Not to aggregate: Selective Match Kernels for Image Search ICCV 2013