Chuangchuang Tan

Learning on Gradients: Generalized Artifacts Representation for GAN-Generated Images Detection

Chuangchuang Tan, Yao Zhao, Shikui Wei et al. · 2023 · 108 citations

Convolutional Neural Network, Engineering, Machine Learning +16

Rethinking the Up-Sampling Operations in CNN-Based Generative Network for Generalizable Deepfake Detection

Chuangchuang Tan, Huan Liu, Yao Zhao et al. · 2024 · 98 citations

Frequency-Aware Deepfake Detection: Improving Generalizability through Frequency Space Domain Learning

Chuangchuang Tan, Yao Zhao, Shikui Wei et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2024 · 90 citations · Full text

Fast Fourier Transform, Convolutional Neural Network, Image Analysis +14

CLE Diffusion: Controllable Light Enhancement Diffusion Model

Yuyang Yin, Dejia Xu, Chuangchuang Tan et al. · 2023 · 59 citations · Full text

Realistic Rendering, Engineering, Computational Illumination +16

Forgery-aware Adaptive Transformer for Generalizable Synthetic Image Detection

Huan Liu, Zichang Tan, Chuangchuang Tan et al. · 2024 · 44 citations