2 papers
cs.LG2025
Backbone Augmented Training for Adaptations
Jae Wan Park, Junhyeok Kim, Youngjun Jun +2
Adaptations facilitate efficient training of large backbone models, including diffusion models for image generation and transformer-based language models. While various adaptation…
cs.CV2024
CAT: Contrastive Adapter Training for Personalized Image Generation
Jae Wan Park, Sang Hyun Park, Jun Young Koh +2
The emergence of various adapters, including Low-Rank Adaptation (LoRA) applied from the field of natural language processing, has allowed diffusion models to personalize image gen…