3 papers
cs.GR2026
Text Slider: Efficient and Plug-and-Play Continuous Concept Control for Image/Video Synthesis via LoRA Adapters
Pin-Yen Chiu, I-Sheng Fang, Jun-Cheng Chen
Recent advances in diffusion models have significantly improved image and video synthesis. In addition, several concept control methods have been proposed to enable fine-grained, c…
cs.CV2025
Invisible Backdoor Triggers in Image Editing Model via Deep Watermarking
Yu-Feng Chen, Tzuhsuan Huang, Pin-Yen Chiu +1
Diffusion models have achieved remarkable progress in both image generation and editing. However, recent studies have revealed their vulnerability to backdoor attacks, in which spe…
cs.CV2024
StyleDiT: A Unified Framework for Diverse Child and Partner Faces Synthesis with Style Latent Diffusion Transformer
Pin-Yen Chiu, Dai-Jie Wu, Po-Hsun Chu +4
Kinship face synthesis is a challenging problem due to the scarcity and low quality of the available kinship data. Existing methods often struggle to generate descendants with both…