Not Just Pretty Pictures: Toward Interventional Data Augmentation Using
Text-to-Image Generators

Not Just Pretty Pictures: Toward Interventional Data Augmentation Using Text-to-Image Generators

21 December 2022

Francesco Pinto

Philip H. S. Torr

Papers citing "Not Just Pretty Pictures: Toward Interventional Data Augmentation Using Text-to-Image Generators"

12 / 12 papers shown

Title
Image-Editing Specialists: An RLAIF Approach for Diffusion Models Elior Benarous Yilun Du Heng Yang 17 0 0 17 Apr 2025
D-Feat Occlusions: Diffusion Features for Robustness to Partial Visual Occlusions in Object Recognition Rupayan Mallick Sibo Dong Nataniel Ruiz Sarah Adel Bargal DiffM 44 0 0 08 Apr 2025
Leveraging Text-to-Image Generation for Handling Spurious Correlation Aryan Yazdan Parast Basim Azam Naveed Akhtar 39 0 0 21 Mar 2025
Training Data Provenance Verification: Did Your Model Use Synthetic Data from My Generative Model for Training? Yuechen Xie Jie Song Huiqiong Wang Mingli Song 45 0 0 12 Mar 2025
Focus On This, Not That! Steering LLMs With Adaptive Feature Specification Tom A. Lamb Adam Davies Alasdair Paren Philip H. S. Torr Francesco Pinto 45 0 0 30 Oct 2024
Decoupled Data Augmentation for Improving Image Classification Ruoxin Chen Zhe Wang Ke-Yue Zhang Shuang Wu Jiamu Sun Shouli Wang Taiping Yao Shouhong Ding DiffM 27 2 0 29 Oct 2024
ImageNet-D: Benchmarking Neural Network Robustness on Diffusion Synthetic Object Chenshuang Zhang Fei Pan Junmo Kim In So Kweon Chengzhi Mao 44 9 1 27 Mar 2024
Distributionally Generative Augmentation for Fair Facial Attribute Classification Fengda Zhang Qianpei He Kun Kuang Jiashuo Liu Long Chen Chao-Xiang Wu Jun Xiao Hanwang Zhang CVBM 32 8 0 11 Mar 2024
DiffAug: A Diffuse-and-Denoise Augmentation for Training Robust Classifiers Chandramouli Shama Sastry Sri Harsha Dumpala Sageev Oore 19 0 0 15 Jun 2023
Measure and Improve Robustness in NLP Models: A Survey Xuezhi Wang Haohan Wang Diyi Yang 139 130 0 15 Dec 2021
Learning to Prompt for Vision-Language Models Kaiyang Zhou Jingkang Yang Chen Change Loy Ziwei Liu VPVLM CLIP VLM 322 2,249 0 02 Sep 2021
Zero-Shot Text-to-Image Generation Aditya A. Ramesh Mikhail Pavlov Gabriel Goh Scott Gray Chelsea Voss Alec Radford Mark Chen Ilya Sutskever VLM 253 4,735 0 24 Feb 2021