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Conference object . 2026
License: CC BY
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Article . 2026
License: CC BY
Data sources: Datacite
ZENODO
Article . 2026
License: CC BY
Data sources: Datacite
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LMM-assisted Subclass-Aware Zero-Shot Industrial Defect Detection

descriptionPublicationkeyboard_double_arrow_right Article , Conference object 01 Aug 2026Publisher:Zenodo
Authors: Tzelepi, Maria; Dimitriou, Nikolaos; Gkogkos, Christos; Tzovaras, Dimitrios;

doi: 10.5281/zenodo.20179153 , 10.5281/zenodo.20179154

LMM-assisted Subclass-Aware Zero-Shot Industrial Defect Detection

Abstract

AcknowledgmentThis work has received funding from the EU’s Horizon CL4 2024 program under Grant Agreement No 101178230(ENCIRCLE project). This paper reflects only the authors’ view and the Commission is not responsible for any use thatmay be made of the information it contains.

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    These citations are derived from selected sources.
    This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    		 0
    popularity
    This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
    		 Average
    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    		 Average
    impulse
    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
    		 Average
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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average