Siwei Lyu

According to our database1, Siwei Lyu authored at least 145 papers between 2002 and 2019.

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Bibliography

2019
Deep Constrained Low-Rank Subspace Learning for Multi-View Semi-Supervised Classification.
IEEE Signal Process. Lett., 2019

Efficient algorithms for graph regularized PLSA for probabilistic topic modeling.
Pattern Recognition, 2019

Deep low-rank subspace ensemble for multi-view clustering.
Inf. Sci., 2019

Single-Shot Scale-Aware Network for Real-Time Face Detection.
International Journal of Computer Vision, 2019

Fast Portrait Segmentation with extremely light-weight network.
CoRR, 2019

Celeb-DF: A New Dataset for DeepFake Forensics.
CoRR, 2019

Guided Attention Network for Object Detection and Counting on Drones.
CoRR, 2019

Hiding Faces in Plain Sight: Disrupting AI Face Synthesis with Adversarial Perturbations.
CoRR, 2019

Scale Invariant Fully Convolutional Network: Detecting Hands Efficiently.
CoRR, 2019

Data Priming Network for Automatic Check-Out.
CoRR, 2019

Exposing GAN-synthesized Faces Using Landmark Locations.
CoRR, 2019

Object-driven Text-to-Image Synthesis via Adversarial Training.
CoRR, 2019

Attention-driven Tree-structured Convolutional LSTM for High Dimensional Data Understanding.
CoRR, 2019

De-identification without losing faces.
CoRR, 2019

Residual Attention based Network for Hand Bone Age Assessment.
CoRR, 2019

Data Priming Network for Automatic Check-Out.
Proceedings of the 27th ACM International Conference on Multimedia, 2019

A Multi-modality Network for Cardiomyopathy Death Risk Prediction with CMR Images and Clinical Information.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

Residual Attention Based Network for Hand Bone Age Assessment.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

Deep Correlated Predictive Subspace Learning for Incomplete Multi-View Semi-Supervised Classification.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Exposing GAN-synthesized Faces Using Landmark Locations.
Proceedings of the ACM Workshop on Information Hiding and Multimedia Security, 2019

De-identification Without Losing Faces.
Proceedings of the ACM Workshop on Information Hiding and Multimedia Security, 2019

Exposing Deep Fakes Using Inconsistent Head Poses.
Proceedings of the IEEE International Conference on Acoustics, 2019

Dual-stream CNN for Structured Time Series Classification.
Proceedings of the IEEE International Conference on Acoustics, 2019

The 2019 AI City Challenge.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

Object-Driven Text-To-Image Synthesis via Adversarial Training.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Exposing DeepFake Videos By Detecting Face Warping Artifacts.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

Detecting AI-Synthesized Speech Using Bispectral Analysis.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

Learning Non-Uniform Hypergraph for Multi-Object Tracking.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

Scale Invariant Fully Convolutional Network: Detecting Hands Efficiently.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
Contrast Enhancement Estimation for Digital Image Forensics.
TOMCCAP, 2018

Iterative Graph Seeking for Object Tracking.
IEEE Trans. Image Processing, 2018

Multi-label Learning with Missing Labels Using Mixed Dependency Graphs.
International Journal of Computer Vision, 2018

Learning Non-Uniform Hypergraph for Multi-Object Tracking.
CoRR, 2018

Evolvement Constrained Adversarial Learning for Video Style Transfer.
CoRR, 2018

Exposing Deep Fakes Using Inconsistent Head Poses.
CoRR, 2018

Exposing DeepFake Videos By Detecting Face Warping Artifacts.
CoRR, 2018

Attacking Object Detectors via Imperceptible Patches on Background.
CoRR, 2018

Robust Adversarial Perturbation on Deep Proposal-based Models.
CoRR, 2018

Multi-Scale Supervised Network for Human Pose Estimation.
CoRR, 2018

Who did What at Where and When: Simultaneous Multi-Person Tracking and Activity Recognition.
CoRR, 2018

In Ictu Oculi: Exposing AI Generated Fake Face Videos by Detecting Eye Blinking.
CoRR, 2018

STS Classification with Dual-stream CNN.
CoRR, 2018

A Univariate Bound of Area Under ROC.
CoRR, 2018

Multi-label Learning with Missing Labels using Mixed Dependency Graphs.
CoRR, 2018

Tagging like Humans: Diverse and Distinct Image Annotation.
CoRR, 2018

Multi-Scale Structure-Aware Network for Human Pose Estimation.
CoRR, 2018

Countering JPEG anti-forensics based on noise level estimation.
SCIENCE CHINA Information Sciences, 2018

In Ictu Oculi: Exposing AI Created Fake Videos by Detecting Eye Blinking.
Proceedings of the 2018 IEEE International Workshop on Information Forensics and Security, 2018

A Univariate Bound of Area Under ROC.
Proceedings of the Thirty-Fourth Conference on Uncertainty in Artificial Intelligence, 2018

Efficient State Estimation with Constrained Rao-Blackwellized Particle Filter.
Proceedings of the 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2018

Global Contrast Enhancement Detection via Deep Multi-Path Network.
Proceedings of the 24th International Conference on Pattern Recognition, 2018

Explain Black-box Image Classifications Using Superpixel-based Interpretation.
Proceedings of the 24th International Conference on Pattern Recognition, 2018

Stochastic Proximal Algorithms for AUC Maximization.
Proceedings of the 35th International Conference on Machine Learning, 2018

Multi-Scale Supervised Network for Human Pose Estimation.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Multi-Scale Structure-Aware Network for Human Pose Estimation.
Proceedings of the Computer Vision - ECCV 2018, 2018

Tagging Like Humans: Diverse and Distinct Image Annotation.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

The 2018 NVIDIA AI City Challenge.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018

Video Analytics in Smart Transportation for the AIC'18 Challenge.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018

Robust Adversarial Perturbation on Deep Proposal-based Models.
Proceedings of the British Machine Vision Conference 2018, 2018


Pixel Offset Regression (POR) for Single-shot Instance Segmentation.
Proceedings of the 15th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2018

Evolvement Constrained Adversarial Learning for Video Style Transfer.
Proceedings of the Computer Vision - ACCV 2018, 2018

2017
Geometric Hypergraph Learning for Visual Tracking.
IEEE Trans. Cybernetics, 2017

Multi-Camera Multi-Target Tracking with Space-Time-View Hyper-graph.
International Journal of Computer Vision, 2017

Contrast Enhancement Estimation for Digital Image Forensics.
CoRR, 2017

Learning with Average Top-k Loss.
CoRR, 2017

Robust Localized Multi-view Subspace Clustering.
CoRR, 2017

Street object detection / tracking for AI city traffic analysis.
Proceedings of the 2017 IEEE SmartWorld, 2017

The NVIDIA AI City Challenge.
Proceedings of the 2017 IEEE SmartWorld, 2017

Learning with Average Top-k Loss.
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

LSTM with working memory.
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

Hybrid structure hypergraph for online deformable object tracking.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

The Visual Object Tracking VOT2017 Challenge Results.
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Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017

Adaptive RNN Tree for Large-Scale Human Action Recognition.
Proceedings of the IEEE International Conference on Computer Vision, 2017


Unsupervised Learning of Multi-Level Descriptors for Person Re-Identification.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016
Measuring and Predicting Visual Importance of Similar Objects.
IEEE Trans. Vis. Comput. Graph., 2016

Online Deformable Object Tracking Based on Structure-Aware Hyper-Graph.
IEEE Trans. Image Processing, 2016

Exploiting Hierarchical Dense Structures on Hypergraphs for Multi-Object Tracking.
IEEE Trans. Pattern Anal. Mach. Intell., 2016

LSTM with Working Memory.
CoRR, 2016

Geometric Hypergraph Learning for Visual Tracking.
CoRR, 2016

Stochastic Online AUC Maximization.
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

The Visual Object Tracking VOT2016 Challenge Results.
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Proceedings of the Computer Vision - ECCV 2016 Workshops, 2016


Efficient large-scale photometric reconstruction using Divide-Recon-Fuse 3D Structure from Motion.
Proceedings of the 13th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2016

Fast Convergence of Online Pairwise Learning Algorithms.
Proceedings of the 19th International Conference on Artificial Intelligence and Statistics, 2016

Constrained Submodular Minimization for Missing Labels and Class Imbalance in Multi-label Learning.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

Co-Regularized PLSA for Multi-Modal Learning.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015
Multi-label learning with missing labels for image annotation and facial action unit recognition.
Pattern Recognition, 2015

DETRAC: A New Benchmark and Protocol for Multi-Object Tracking.
CoRR, 2015

Improving Image Restoration with Soft-Rounding.
CoRR, 2015

A comparative study of contact models for contact-aware state estimation.
Proceedings of the 2015 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2015

State estimation for dynamic systems with intermittent contact.
Proceedings of the IEEE International Conference on Robotics and Automation, 2015

Seeing as it happens: Real time 3D video event visualization.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

ML-MG: Multi-label Learning with Missing Labels Using a Mixed Graph.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Improving Image Restoration with Soft-Rounding.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Category-Blind Human Action Recognition: A Practical Recognition System.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Better together: Fusing visual saliency methods for retrieving perceptually-similar images.
Proceedings of the IEEE International Conference on Consumer Electronics, 2015

Modeling transition patterns between events for temporal human action segmentation and classification.
Proceedings of the 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2015

UniHIST: A unified framework for image restoration with marginal histogram constraints.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Fast Online Upper Body Pose Estimation from Video.
Proceedings of the British Machine Vision Conference 2015, 2015

2014
Exposing Region Splicing Forgeries with Blind Local Noise Estimation.
International Journal of Computer Vision, 2014

Blind estimation of pixel brightness transform.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Non-blind image restoration with symmetric generalized Pareto priors.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Variational EM Learning of DSBNs with Conditional Deep Boltzmann Machines.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2014, 2014

Using Projection Kurtosis Concentration of Natural Images for Blind Noise Covariance Matrix Estimation.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

2013
On Algorithms for Sparse Multi-factor NMF.
Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013

Deep Feature Learning Using Target Priors with Applications in ECoG Signal Decoding for BCI.
Proceedings of the IJCAI 2013, 2013

A dynamic Bayesian approach to real-time estimation and filtering in grasp acquisition.
Proceedings of the 2013 IEEE International Conference on Robotics and Automation, 2013

Simultaneous Clustering and Tracklet Linking for Multi-face Tracking in Videos.
Proceedings of the IEEE International Conference on Computer Vision, 2013

Bayesian supervised learning with non-Gaussian latent variables.
Proceedings of the 2013 IEEE China Summit and International Conference on Signal and Information Processing, 2013

An upper-bound on second-order dependency.
Proceedings of the 2013 IEEE China Summit and International Conference on Signal and Information Processing, 2013

2012
Interpretation and Generalization of Score Matching
CoRR, 2012

Learning with Target Prior.
Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012

Blind local noise estimation for medical images reconstructed from rapid acquisition.
Proceedings of the Medical Imaging 2012: Image Processing, 2012

Exposing image splicing with inconsistent local noise variances.
Proceedings of the 2012 IEEE International Conference on Computational Photography, 2012

Detecting splicing in digital audios using local noise level estimation.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Boosting with Side Information.
Proceedings of the Computer Vision - ACCV 2012, 2012

2011
Dependency Reduction with Divisive Normalization: Justification and Effectiveness.
Neural Computation, 2011

Unifying Non-Maximum Likelihood Learning Objectives with Minimum KL Contraction.
Proceedings of the Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 12-14 December 2011, 2011

2010
Region Duplication Detection Using Image Feature Matching.
IEEE Trans. Information Forensics and Security, 2010

Divisive Normalization: Justification and Effectiveness as Efficient Coding Transform.
Proceedings of the Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010. Proceedings of a meeting held 6-9 December 2010, 2010

Estimating vignetting function from a single image for image authentication.
Proceedings of the Multimedia and Security Workshop, 2010

Detecting image region duplication using SIFT features.
Proceedings of the IEEE International Conference on Acoustics, 2010

Nonnegative matrix factorization with matrix exponentiation.
Proceedings of the IEEE International Conference on Acoustics, 2010

2009
Modeling Multiscale Subbands of Photographic Images with Fields of Gaussian Scale Mixtures.
IEEE Trans. Pattern Anal. Mach. Intell., 2009

Nonlinear Extraction of Independent Components of Natural Images Using Radial Gaussianization.
Neural Computation, 2009

Interpretation and Generalization of Score Matching.
Proceedings of the UAI 2009, 2009

An implicit Markov random field model for the multi-scale oriented representations of natural images.
Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

2008
Natural image statistics in digital image forensics.
PhD thesis, 2008

Reducing statistical dependencies in natural signals using radial Gaussianization.
Proceedings of the Advances in Neural Information Processing Systems 21, 2008

Nonlinear image representation using divisive normalization.
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

2007
Statistically and perceptually motivated nonlinear image representation.
Proceedings of the Human Vision and Electronic Imaging XII, San Jose, CA, USA, January 29, 2007

2006
Steganalysis using higher-order image statistics.
IEEE Trans. Information Forensics and Security, 2006

Statistical Modeling of Images with Fields of Gaussian Scale Mixtures.
Proceedings of the Advances in Neural Information Processing Systems 19, 2006

2005
How realistic is photorealistic?
IEEE Trans. Signal Processing, 2005

Steganalysis of recorded speech.
Proceedings of the Security, Steganography, and Watermarking of Multimedia Contents VII, 2005

Automatic image orientation determination with natural image statistics.
Proceedings of the 13th ACM International Conference on Multimedia, 2005

A Kernel Between Unordered Sets of Data: The Gaussian Mixture Approach.
Proceedings of the Machine Learning: ECML 2005, 2005

Mercer Kernels for Object Recognition with Local Features.
Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 2005

Infomax Boosting.
Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 2005

2004
A digital technique for art authentication.
Proc. Natl. Acad. Sci. U.S.A., 2004

Steganalysis using color wavelet statistics and one-class support vector machines.
Proceedings of the Security, Steganography, and Watermarking of Multimedia Contents VI, 2004

2003
Higher-order Wavelet Statistics and their Application to Digital Forensics.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2003

2002
Detecting Hidden Messages Using Higher-Order Statistics and Support Vector Machines.
Proceedings of the Information Hiding, 5th International Workshop, 2002


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