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cs.CV2022★ 1 cited
6th Place Solution to Google Universal Image Embedding
S. Gkelios, A. Kastellos, S. Chatzichristofis
This paper presents the 6th place solution to the Google Universal Image Embedding competition on Kaggle. Our approach is based on the CLIP architecture, a powerful pre-trained mod…
cs.CV2021
Investigating the Vision Transformer Model for Image Retrieval Tasks
Socratis Gkelios, Yiannis Boutalis, Savvas A. Chatzichristofis
This paper introduces a plug-and-play descriptor that can be effectively adopted for image retrieval tasks without prior initialization or preparation. The description method utili…