Data Collection and Quality Challenges in Deep Learning: A Data-Centric AI Perspective.
Steven Euijong WhangYuji RohHwanjun SongJae-Gil LeePublished in: CoRR (2021)
Keyphrases
- data centric
- deep learning
- data collection
- machine learning
- information management
- business processes
- artificial intelligence
- data driven
- data management
- unsupervised feature learning
- wireless sensor networks
- unsupervised learning
- routing protocol
- distributed systems
- data representation
- application development
- real world
- expert systems
- weakly supervised
- information integration
- data sets
- sensor networks
- databases
- data mining
- pairwise
- database
- co occurrence