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20152023
most citedA Review on Generative Adversarial Networks: Algorithms, Theory, and Applications

262 citations · 1.6k across the 58 of their papers we have counts for

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Showing 2022 · cs.CVShow all

5 papers · 2 filters

cs.CV2022★ 12 cited

HumanDiffusion: a Coarse-to-Fine Alignment Diffusion Framework for Controllable Text-Driven Person Image Generation

Kaiduo Zhang, Muyi Sun, Jianxin Sun +4

Text-driven person image generation is an emerging and challenging task in cross-modality image generation. Controllable person image generation promotes a wide range of applicatio…

cs.CV2022★ 1 cited

Perturbation Inactivation Based Adversarial Defense for Face Recognition

Min Ren, Yuhao Zhu, Yunlong Wang +1

Deep learning-based face recognition models are vulnerable to adversarial attacks. To curb these attacks, most defense methods aim to improve the robustness of recognition models a…

cs.CV2022★ 140 cited

PyMAF-X: Towards Well-aligned Full-body Model Regression from Monocular Images

Hongwen Zhang, Yating Tian, Yuxiang Zhang +4

We present PyMAF-X, a regression-based approach to recovering parametric full-body models from monocular images. This task is very challenging since minor parametric deviation may…

cs.CV2022★ 1 cited

ShowFace: Coordinated Face Inpainting with Memory-Disentangled Refinement Networks

Zhuojie Wu, Xingqun Qi, Zijian Wang +4

Face inpainting aims to complete the corrupted regions of the face images, which requires coordination between the completed areas and the non-corrupted areas. Recently, memory-ori…

cs.CV2022

MOST-Net: A Memory Oriented Style Transfer Network for Face Sketch Synthesis

Fan Ji, Muyi Sun, Xingqun Qi +2

Face sketch synthesis has been widely used in multi-media entertainment and law enforcement. Despite the recent developments in deep neural networks, accurate and realistic face sk…