← Authors

Ondřej Chum

25 papers · 2014–2025 · 5 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (5) 🏃 Academic Marathon (11) 🐝 Cross-Pollinator (8) 🌈 Renaissance Researcher (6) 🗺️ Taxonomy Completionist (47) 🤝 Dynamic Duo (14) 🧬 Topic Evolution 🚀 Conference Pioneer 🔥 Unstoppable (7) 📈 Trend Setter 💎 Century Club (25) 🗃️ Keyword Collector (110) ⚡ Prolific Year (6)

Conferences

CVPR (13) ICCV (5) ECCV (4) WACV (2) NIPS (1)

Top co-authors

Giorgos Tolias (14) Yannis Avrithis (8) Ahmet Iscen (7) Filip Radenovic (5) Nikos Efthymiadis (3) Jiri Matas (3) Tomas Jenicek (3) Nikolaos-Antonios Ypsilantis (3) Andre Araujo (2) Zakaria Laskar (2)

Keywords

image retrieval (10) metric learning (4) convolutional neural network (4) feature map (3) 3d reconstruction (2) representation learning (2) approximate nearest neighbor (2) kernel methods (2) fine-grained recognition (2) image embedding (2) domain generalization (2) visual search (2) manifold learning (2) multi-view reconstruction (2) label propagation (1) online learning (1) transductive learning (1) similarity search (1) semi-supervised learning (1) domain adaptation (1)

Papers

ILIAS: Instance-Level Image retrieval At Scale 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
UDON: Universal Dynamic Online distillatioN for generic image representations NIPS 2024
Dark Side Augmentation: Generating Diverse Night Examples for Metric Learning ICCV 2023
Towards Universal Image Embeddings: A Large-Scale Dataset and Challenge for Generic Image Representations ICCV 2023
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
Local Features and Visual Words Emerge in Activations CVPR 2019
Explicit Spatial Encoding for Deep Local Descriptors CVPR 2019
No Fear of the Dark: Image Retrieval Under Varying Illumination Conditions ICCV 2019
Label Propagation for Deep Semi-Supervised Learning CVPR 2019
Targeted Mismatch Adversarial Attack: Query With a Flower to Retrieve the Tower ICCV 2019
Mining on Manifolds: Metric Learning Without Labels CVPR 2018
Deep Shape Matching ECCV 2018
Local Orthogonal-Group Testing ECCV 2018
Fast Spectral Ranking for Similarity Search CVPR 2018
Revisiting Oxford and Paris: Large-Scale Image Retrieval Benchmarking CVPR 2018
Radially-Distorted Conjugate Translations CVPR 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
From Dusk Till Dawn: Modeling in the Dark CVPR 2016
Low Dimensional Explicit Feature Maps ICCV 2015
From Single Image Query to Detailed 3D Reconstruction CVPR 2015
Detection, Rectification and Segmentation of Coplanar Repeated Patterns CVPR 2014