Mitigate Data Replication in Diffusion Models
(05/2023-09/2023)
- Developed dual fusion enhancement technique to mitigate data replication in diffusion models.
- Constructed robust metrics to evaluate the trade-off between caption generality and data replication.
- Reduced replication by 43.5% compared to the original model while maintaining the diversity and quality.
- Submitted a paper to 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (Accepted) (EI).