Text-guided class-agnostic counting models exhibit significant weaknesses in grounding textual prompts to visual objects, as demonstrated by new negative-label and distractor tests on a multi-category dataset.
Expert Systems with Applications 166, 114060 (3 2021)
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A reference model based on ISA-95 and Event Knowledge Graphs plus formalized patterns for automating enrichment of production event data from manufacturing sources, demonstrated on use cases.
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Does it Really Count? Assessing Semantic Grounding in Text-Guided Class-Agnostic Counting
Text-guided class-agnostic counting models exhibit significant weaknesses in grounding textual prompts to visual objects, as demonstrated by new negative-label and distractor tests on a multi-category dataset.
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A Reference Model and Patterns for Production Event Data Enrichment
A reference model based on ISA-95 and Event Knowledge Graphs plus formalized patterns for automating enrichment of production event data from manufacturing sources, demonstrated on use cases.