CMDBench: A Benchmark for Coarse-to-fine Multimodal Data Discovery in Compound AI Systems.
Yanlin FengSajjadur RahmanAaron FengVincent ChenEser KandoganPublished in: GUIDE-AI@SIGMOD (2024)
Keyphrases
- coarse to fine
- ai systems
- multimodal data
- intelligent systems
- multiscale
- artificial intelligence
- multiresolution
- similarity search
- natural language generation
- multimedia databases
- object detection
- image registration
- cross modal
- dynamic programming
- game play
- computational intelligence
- shape representation
- dimensionality reduction methods
- machine learning
- image processing
- expert systems
- multimedia data
- learning experience