ChildDiffusion: Unlocking the Potential of Generative AI and
Controllable Augmentations for Child Facial Data using Stable Diffusion and
Large Language Models

ChildDiffusion: Unlocking the Potential of Generative AI and Controllable Augmentations for Child Facial Data using Stable Diffusion and Large Language Models

17 June 2024

Muhammad Ali Farooq

Peter Corcoran

Papers citing "ChildDiffusion: Unlocking the Potential of Generative AI and Controllable Augmentations for Child Facial Data using Stable Diffusion and Large Language Models"

18 / 18 papers shown

Title
DiffusionGPT: LLM-Driven Text-to-Image Generation System Jie Qin Jie Wu Weifeng Chen Yuxi Ren Huixian Li Hefeng Wu Xuefeng Xiao Rui Wang S. Wen DiffM 70 33 0 18 Jan 2024
ChildGAN: Large Scale Synthetic Child Facial Data Using Domain Adaptation in StyleGAN Muhammad Ali Farooq Wang Yao G. Costache Peter Corcoran CVBM 66 6 0 25 Jul 2023
Identity-Preserving Aging of Face Images via Latent Diffusion Models Sudipta Banerjee Govind Mittal Ameya Joshi Chinmay Hegde Nasir Memon DiffM 62 9 0 17 Jul 2023
Child Face Recognition at Scale: Synthetic Data Generation and Performance Benchmark Magnus Falkenberg Anders Bensen Ottsen M. Ibsen Christian Rathgeb CVBM 72 11 0 23 Apr 2023
ResDiff: Combining CNN and Diffusion Model for Image Super-Resolution Shuyao Shang Zhengyang Shan Guangxing Liu LunQian Wang XingHua Wang Zekai Zhang Jingling Zhang DiffM 61 90 0 15 Mar 2023
Adding Conditional Control to Text-to-Image Diffusion Models Lvmin Zhang Anyi Rao Maneesh Agrawala AI4CE 105 4,104 1 10 Feb 2023
High-Resolution Image Synthesis with Latent Diffusion Models Robin Rombach A. Blattmann Dominik Lorenz Patrick Esser Bjorn Ommer 3DV 378 15,454 0 20 Dec 2021
Alias-Free Generative Adversarial Networks Tero Karras M. Aittala S. Laine Erik Härkönen Janne Hellsten J. Lehtinen Timo Aila GAN 162 1,595 0 23 Jun 2021
LoRA: Low-Rank Adaptation of Large Language Models J. E. Hu Yelong Shen Phillip Wallis Zeyuan Allen-Zhu Yuanzhi Li Shean Wang Lu Wang Weizhu Chen OffRL AI4TS AI4CE ALM AIMat 373 10,273 0 17 Jun 2021
Diffusion Models Beat GANs on Image Synthesis Prafulla Dhariwal Alex Nichol 183 7,818 0 11 May 2021
InterFaceGAN: Interpreting the Disentangled Face Representation Learned by GANs Yujun Shen Ceyuan Yang Xiaoou Tang Bolei Zhou GAN CVBM 61 598 0 18 May 2020
Improved Techniques for Training Single-Image GANs Tobias Hinz Matthew Fisher Oliver Wang S. Wermter GAN VLM 48 145 0 25 Mar 2020
Analyzing and Improving the Image Quality of StyleGAN Tero Karras S. Laine M. Aittala Janne Hellsten J. Lehtinen Timo Aila GAN 260 5,808 0 03 Dec 2019
Demystifying MMD GANs Mikolaj Binkowski Danica J. Sutherland Michael Arbel Arthur Gretton EGVM 136 1,491 0 04 Jan 2018
Longitudinal Study of Child Face Recognition Debayan Deb N. Nain Anil K. Jain CVBM 52 65 0 10 Nov 2017
Age Progression/Regression by Conditional Adversarial Autoencoder Zhifei Zhang Yang Song Hairong Qi GAN CVBM 57 1,112 0 27 Feb 2017
Improved Techniques for Training GANs Tim Salimans Ian Goodfellow Wojciech Zaremba Vicki Cheung Alec Radford Xi Chen GAN 478 9,044 0 10 Jun 2016
Microsoft COCO: Common Objects in Context Nayeon Lee Michael Maire Serge J. Belongie Lubomir Bourdev Ross B. Girshick James Hays Pietro Perona Deva Ramanan C. L. Zitnick Piotr Dollár ObjD 391 43,619 0 01 May 2014