Publications by authors named "Siwei Lyu"

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CrossDF: improving cross-domain deepfake detection with deep information decomposition.
Shanmin Yang, Hui Guo, Shu Hu, Bin Zhu, Ying Fu, Siwei Lyu

Front Big Data· December 2025

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Framing digital inauthenticity: Comparing user detection of AI-generated faces to messaged-based scam methods.
Dawn M Sarno, John Solorio, Shea Ballar, Sydney Chadwick, Kelsey Harris, Siwei Lyu

Acta Psychol (Amst)· December 2025

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Forensic deepfake audio detection using segmental speech features.
Tianle Yang, Chengzhe Sun, Siwei Lyu, Phil Rose

Forensic Sci Int· December 2025

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A self-learning multimodal approach for fake news detection.
Hao Chen, Yue Yu, Hui Guo, Baochen Hu, Shu Hu, Siwei Lyu

Front Artif Intell· November 2025

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RL-I2IT: Image-to-image translation with deep reinforcement learning.
Jing Hu, Ziwei Luo, Chengming Feng, Shu Hu, Bin Zhu, Siwei Lyu

Neural Netw· October 2025

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ExS-GAN: Synthesizing Anti-Forensics Images via Extra Supervised GAN.
Feng Ding, Zhangyi Shen, Guopu Zhu, Sam Kwong, Yicong Zhou, Siwei Lyu

IEEE Trans Cybern· November 2023

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Rank-Based Decomposable Losses in Machine Learning: A Survey.
Shu Hu, Xin Wang, Siwei Lyu

IEEE Trans Pattern Anal Mach Intell· November 2023

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Robust Scene Parsing by Mining Supportive Knowledge From Dataset.
Ao Luo, Fan Yang, Xin Li, Yuezun Li, Zhicheng Jiao, Siwei Lyu

IEEE Trans Neural Netw Learn Syst· May 2023

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DetPoseNet: Improving Multi-Person Pose Estimation via Coarse-Pose Filtering.
Lipeng Ke, Ming-Ching Chang, Honggang Qi, Siwei Lyu

IEEE Trans Image Process· April 2022

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Average Top-k Aggregate Loss for Supervised Learning.
Siwei Lyu, Yanbo Fan, Yiming Ying, Bao-Gang Hu

IEEE Trans Pattern Anal Mach Intell· January 2022

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End-to-end multimodal image registration via reinforcement learning.
Jing Hu, Ziwei Luo, Xin Wang, Shanhui Sun, Youbing Yin, Siwei Lyu

Med Image Anal· February 2021

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Fast Online Video Pose Estimation by Dynamic Bayesian Modeling of Mode Transitions.
Ming-Ching Chang, Lipeng Ke, Honggang Qi, Longyin Wen, Siwei Lyu

IEEE Trans Cybern· January 2021

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Iterative Graph Seeking for Object Tracking.
Dawei Du, Longyin Wen, Honggang Qi, Qingming Huang, Qi Tian, Siwei Lyu

IEEE Trans Image Process· April 2018

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Geometric Hypergraph Learning for Visual Tracking.
Dawei Du, Honggang Qi, Longyin Wen, Qi Tian, Qingming Huang, Siwei Lyu

IEEE Trans Cybern· December 2017

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A facile one-step approach for the fabrication of polypyrrole nanowire/carbon fiber hybrid electrodes for flexible high performance solid-state supercapacitors.
Sanqing Huang, Yichuan Han, Siwei Lyu, Wenzhen Lin, Peishan Chen

Nanotechnology· October 2017

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Measuring and Predicting Visual Importance of Similar Objects.
Yan Kong, Weiming Dong, Xing Mei, Chongyang Ma, Tong-Yee Lee, Siwei Lyu

IEEE Trans Vis Comput Graph· December 2016

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Exploiting Hierarchical Dense Structures on Hypergraphs for Multi-Object Tracking.
Longyin Wen, Zhen Lei, Siwei Lyu, Stan Z Li, Ming-Hsuan Yang

IEEE Trans Pattern Anal Mach Intell· October 2016

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Online Deformable Object Tracking Based on Structure-Aware Hyper-Graph.
Dawei Du, Honggang Qi, Wenbo Li, Longyin Wen, Qingming Huang, Siwei Lyu

IEEE Trans Image Process· August 2016

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Dependency reduction with divisive normalization: justification and effectiveness.
Siwei Lyu

Neural Comput· November 2011

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Nonlinear extraction of independent components of natural images using radial gaussianization.
Siwei Lyu, Eero P Simoncelli

Neural Comput· June 2009

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Modeling multiscale subbands of photographic images with fields of Gaussian scale mixtures.
Siwei Lyu, Eero P Simoncelli

IEEE Trans Pattern Anal Mach Intell· April 2009

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Reducing statistical dependencies in natural signals using radial Gaussianization.
Siwei Lyu, Eero P Simoncelli

Adv Neural Inf Process Syst· January 2008

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Nonlinear Image Representation Using Divisive Normalization.
Siwei Lyu, Eero P Simoncelli

Proc IEEE Comput Soc Conf Comput Vis Pattern Recognit· January 2008

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A digital technique for art authentication.
Siwei Lyu, Daniel Rockmore, Hany Farid

Proc Natl Acad Sci U S A· December 2004

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