FairDeDup: Detecting and Mitigating Vision-Language Fairness Disparities in Semantic Dataset Deduplication.
Eric SlymanStefan LeeScott CohenKushal KaflePublished in: CoRR (2024)
Keyphrases
- natural language
- semantically equivalent
- computer vision
- linguistic analysis
- conceptual graphs
- language learning
- context dependent
- vision system
- semantic representations
- real time
- semantic structure
- semantic annotation
- programming language
- target language
- game theory
- semantic similarity
- risk management
- dynamic programming
- semantic analysis
- semantic search
- semantic representation
- synthetic datasets
- database
- databases
- knowledge base
- image processing
- specification language
- record linkage
- high level
- domain specific
- stereo images
- semantic network
- resource allocation