Feature loop consistency optimization for enhanced control precision in text-to-image generation
Authors:
- 21 August 2025
- journal article
- research article
- Published by Springer Nature in Multimedia Systems
- Vol. 31 (5) , 1-15
Abstract
No abstract availableKeywords
Funding Information
- the Taishan Scholar Project of Shandong Province, China (No. ts20190924, No. ts20190924, No. ts20190924)
- the National Natural Sci- ence Foundation of China (Nos. 62176144, Nos. 62176144, Nos. 62176144)
- the Major Fundamental Research Project of Shandong, China (Nos. ZR2019ZD03, ZR2024MF043, ZR2024ZD08, Nos. ZR2019ZD03, ZR2024MF043, ZR2024ZD08, Nos. ZR2019ZD03, ZR2024MF043, ZR2024ZD08)
This publication has 14 references indexed in Scilit:
- ControlNet$++$: Improving Conditional Controls with Efficient Consistency Feedback2024
- Adding Conditional Control to Text-to-Image Diffusion Models2023
- High-Resolution Image Synthesis with Latent Diffusion Models2022
- High-Fidelity Pluralistic Image Completion with Transformers2021
- Towards Robust Monocular Depth Estimation: Mixing Datasets for Zero-Shot Cross-Dataset TransferIEEE Transactions on Pattern Analysis and Machine Intelligence, 2020
- Unified Perceptual Parsing for Scene Understanding2018
- Realtime Multi-person 2D Pose Estimation Using Part Affinity Fields2017
- Holistically-Nested Edge Detection2015
- U-Net: Convolutional Networks for Biomedical Image Segmentation2015
- A Computational Approach to Edge DetectionIEEE Transactions on Pattern Analysis and Machine Intelligence, 1986