Semantic-Guided Generative Image Augmentation Method with Diffusion
Models for Image Classification

Semantic-Guided Generative Image Augmentation Method with Diffusion Models for Image Classification

4 February 2023

Yutai Hou

Xuanliang Zhang

Papers citing "Semantic-Guided Generative Image Augmentation Method with Diffusion Models for Image Classification"

11 / 11 papers shown

Title
Masked Language Prompting for Generative Data Augmentation in Few-shot Fashion Style Recognition Yuki Hirakawa Ryotaro Shimizu 41 0 0 28 Apr 2025
Your Image Generator Is Your New Private Dataset Nicolo Resmini Eugenio Lomurno Cristian Sbrolli Matteo Matteucci 23 0 0 06 Apr 2025
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
Diverse Generation while Maintaining Semantic Coordination: A Diffusion-Based Data Augmentation Method for Object Detection Sen Nie Zhuo Wang Xinxin Wang Kun He DiffM 58 0 0 06 Aug 2024
PromptMix: Text-to-image diffusion models enhance the performance of lightweight networks Arian Bakhtiarnia Qi Zhang Alexandros Iosifidis VLM DiffM 29 3 0 30 Jan 2023
BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation Junnan Li Dongxu Li Caiming Xiong S. Hoi MLLM BDL VLM CLIP 388 4,010 0 28 Jan 2022
Data Augmentation Approaches in Natural Language Processing: A Survey Bohan Li Yutai Hou Wanxiang Che 119 269 0 05 Oct 2021
Towards Zero-Label Language Learning Zirui Wang Adams Wei Yu Orhan Firat Yuan Cao SyDa 180 101 0 19 Sep 2021
Conceptual 12M: Pushing Web-Scale Image-Text Pre-Training To Recognize Long-Tail Visual Concepts Soravit Changpinyo P. Sharma Nan Ding Radu Soricut VLM 273 1,077 0 17 Feb 2021
Scaling Up Visual and Vision-Language Representation Learning With Noisy Text Supervision Chao Jia Yinfei Yang Ye Xia Yi-Ting Chen Zarana Parekh Hieu H. Pham Quoc V. Le Yun-hsuan Sung Zhen Li Tom Duerig VLM CLIP 293 3,683 0 11 Feb 2021
Unifying Vision-and-Language Tasks via Text Generation Jaemin Cho Jie Lei Hao Tan Mohit Bansal MLLM 249 518 0 04 Feb 2021