Nikos Efthymiadis
Scholar

Nikos Efthymiadis

Google Scholar ID: xTPv0qoAAAAJ
PhD Candidate, Czech Technical University in Prague
Computer VisionDeep LearningVisual-Language ModelsImage RetrievalDomain Generalization
Citations & Impact
All-time
Citations
24
 
H-index
3
 
i10-index
1
 
Publications
5
 
Co-authors
7
list available
Resume (English only)
Academic Achievements
  • - 'Instance-Level Composed Image Retrieval' accepted in NeurIPS 2025
  • - 'ILIAS: Instance-Level Image retrieval At Scale' accepted in CVPR 2025
  • - 'Composed Image Retrieval for Training-Free Domain Conversion' accepted in WACV 2025
  • - 'Crafting Distribution Shifts for Validation and Training in Single Source Domain Generalization' accepted in WACV 2025
  • - 'Composed Image Retrieval for Remote Sensing' accepted in IGARSS 2024
  • - 'Edge Augmentation for Large-Scale Sketch Recognition without Sketches' accepted in ICPR 2022
Research Experience
  • - Working under the supervision of Professor Ondrej Chum and Associate Professor Giorgos Tolias
  • - Nov 2024: Accepted for internship at the National Institute of Informatics in Tokyo
  • - Feb 2025: Two papers accepted in WACV 2025 and selected for Oral presentations (top 8.3%)
  • - Jan 2025: ILIAS paper accepted in CVPR 2025
  • - Sept 2025: Paper 'Instance-Level Composed Image Retrieval' accepted in NeurIPS 2025
Education
  • - Engineering degree from the School of Applied Mathematical and Physical Sciences at the National Technical University of Athens
  • - M.Sc. in Data Science and Information Technologies from the National and Kapodistrian University of Athens
Background
  • Ph.D. candidate in the Visual Recognition Group at the Department of Cybernetics, Czech Technical University in Prague, working on the topic of 'Cross-Domain Learning with Limited Supervision'.
Miscellany
  • FreeDom paper featured in the WACV daily edition of Computer Vision News