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Pavel Suma

4 papers · 2023–2025 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze

Venues

CVPR (2) ECCV (1) WACV (1)

Top co-authors

Giorgos Tolias (4) Giorgos Kordopatis-Zilos (3) Zilin Xiao (1) Nikos Efthymiadis (1) Anna Manko (1) Vladan Stojnić (1) Vicente Ordonez (1) Ondřej Chum (1) Hao-Jen Wang (1) Ahmet Iscen (1)

Research topics

Artificial Intelligence (2) Computer Vision (2) Machine Learning (2) Core Methods (2) Deep Learning (1) Analysis (1) Application Areas (1) Core AI (1) Learning Paradigms (1) Learning Types (1) Processing (1)

Keywords

image retrieval (3) transfer learning (1) knowledge distillation (1) listwise ranking (1) similarity estimation (1) fine-grained recognition (1) foundation model (1) deep metric learning (1) image resolution (1) local descriptor (1) image re-ranking (1) instance-level retrieval (1) representation learning (1) long-context sequence (1)

Papers

ILIAS: Instance-Level Image retrieval At Scale CVPR 2025 LOCORE: Image Re-ranking with Long-Context Sequence Modeling CVPR 2025 AMES: Asymmetric and Memory-Efficient Similarity Estimation for Instance-level Retrieval ECCV 2024 Large-to-Small Image Resolution Asymmetry in Deep Metric Learning WACV 2023