Hao Shen

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Scene Understanding for Autonomous Driving Using Visual Question Answering.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2023

2022

Adaptive Fusion CNN Features for RGBT Object Tracking.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., 2022

Knowledge Augmented Machine Learning with Applications in Autonomous Driving: A Survey.

[BibT_eX]

[DOI]

CoRR, 2022

Learning from Attacks: Attacking Variational Autoencoder for Improving Image Classification.

[BibT_eX]

[DOI]

CoRR, 2022

SVIT: Hybrid Vision Transformer Models with Scattering Transform.

[BibT_eX]

[DOI]

Proceedings of the 32nd IEEE International Workshop on Machine Learning for Signal Processing, 2022

On Leveraging the Metapath and Entity Aware Subgraphs for Recommendation.

[BibT_eX]

[DOI]

Proceedings of the MCFR@MM 2022: Proceedings of the 1st Workshop on Multimedia Computing towards Fashion Recommendation, 2022

Laplace Approximation for Real-Time Uncertainty Estimation in Object Detection.

[BibT_eX]

[DOI]

Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2022

Hand and Arm Gesture-based Human-Robot Interaction: A Review.

[BibT_eX]

[DOI]

Proceedings of the 6th International Conference on Algorithms, Computing and Systems, 2022

2021

Channel Assignment for Hybrid NOMA Systems With Deep Reinforcement Learning.

[BibT_eX]

[DOI]

IEEE Wirel. Commun. Lett., 2021

Performance evaluation of low resolution visual tracking for unmanned aerial vehicles.

[BibT_eX]

[DOI]

Neural Comput. Appl., 2021

Analysis and Optimisation of Bellman Residual Errors with Neural Function Approximation.

[BibT_eX]

[DOI]

CoRR, 2021

Dynamic Texture Recognition via Nuclear Distances on Kernelized Scattering Histogram Spaces.

[BibT_eX]

[DOI]

Julian Wörmann

Proceedings of the IEEE International Conference on Acoustics, 2021

2020

Adaptive model updating for robust object tracking.

[BibT_eX]

[DOI]

Signal Process. Image Commun., 2020

Trace Quotient with Sparsity Priors for Learning Low Dimensional Image Representations.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2020

CNN tracking based on data augmentation.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2020

Knowledge as Invariance - History and Perspectives of Knowledge-augmented Machine Learning.

[BibT_eX]

[DOI]

CoRR, 2020

Metapath- and Entity-aware Graph Neural Network for Recommendation.

[BibT_eX]

[DOI]

CoRR, 2020

Robust fusion for RGB-D tracking using CNN features.

[BibT_eX]

[DOI]

Appl. Soft Comput., 2020

Dynamic Variational Autoencoders for Visual Process Modeling.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019

Reconstructible Nonlinear Dimensionality Reduction via Joint Dictionary Learning.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2019

Interactive Image Restoration.

[BibT_eX]

[DOI]

CoRR, 2019

A Generative Map for Image-based Camera Localization.

[BibT_eX]

[DOI]

CoRR, 2019

2018

Linearizing Visual Processes with Convolutional Variational Autoencoders.

[BibT_eX]

[DOI]

CoRR, 2018

2017

Dynamical Textures Modeling via Joint Video Dictionary Learning.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2017

Joint learning sparsifying linear transformation for low-resolution image synthesis and recognition.

[BibT_eX]

[DOI]

Pattern Recognit., 2017

Learning to walk with prior knowledge.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Advanced Intelligent Mechatronics, 2017

2016

ℓ<sub>1</sub> Regularized Gradient Temporal-Difference Learning.

[BibT_eX]

[DOI]

Dominik Meyer

Klaus Diepold

CoRR, 2016

Monitoring and Prediction in Smart Energy Systems via Multi-timescale Nexting.

[BibT_eX]

[DOI]

CoRR, 2016

Joint learning dictionary and discriminative features for high dimensional data.

[BibT_eX]

[DOI]

Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Trace Quotient Meets Sparsity: A Method for Learning Low Dimensional Image Representations.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

2015

Texture Retrieval via the Scattering Transform.

[BibT_eX]

[DOI]

Dominik Meyer

CoRR, 2015

Invertible Nonlinear Dimensionality Reduction via Joint Dictionary Learning.

[BibT_eX]

[DOI]

Proceedings of the Latent Variable Analysis and Signal Separation, 2015

A Block-Jacobi Algorithm for Non-Symmetric Joint Diagonalization of Matrices.

[BibT_eX]

[DOI]

Proceedings of the Latent Variable Analysis and Signal Separation, 2015

Texture Retrieval Using Scattering Coefficients and Probability Product Kernels.

[BibT_eX]

[DOI]

Dominik Meyer

Proceedings of the Latent Variable Analysis and Signal Separation, 2015

Block-Jacobi Methods with Newton-Steps and Non-unitary Joint Matrix Diagonalization.

[BibT_eX]

[DOI]

Proceedings of the Geometric Science of Information - Second International Conference, 2015

2014

Joint Matrices Decompositions and Blind Source Separation: A survey of methods, identification, and applications.

[BibT_eX]

[DOI]

IEEE Signal Process. Mag., 2014

An adaptive dictionary learning approach for modeling dynamical textures.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2014

2013

Uniqueness Analysis of Non-Unitary Matrix Joint Diagonalization.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2013

Averaging complex subspaces via a Karcher mean approach.

[BibT_eX]

[DOI]

Signal Process., 2013

A conjugate gradient algorithm for blind sensor calibration in sparse recovery.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2013

A Geometric Framework for Non-Unitary Joint Diagonalization of Complex Symmetric Matrices.

[BibT_eX]

[DOI]

Proceedings of the Geometric Science of Information - First International Conference, 2013

2012

Blind Source Separation With Compressively Sensed Linear Mixtures.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2012

Non-Unitary Matrix Joint Diagonalization for Complex Independent Vector Analysis.

[BibT_eX]

[DOI]

EURASIP J. Adv. Signal Process., 2012

HRTF-based localization and separation of multiple sound sources.

[BibT_eX]

[DOI]

Proceedings of the 21st IEEE International Symposium on Robot and Human Interactive Communication, 2012

Algebraic Solutions to Complex Blind Source Separation.

[BibT_eX]

[DOI]

Proceedings of the Latent Variable Analysis and Signal Separation, 2012

A Matrix Joint Diagonalization Approach for Complex Independent Vector Analysis.

[BibT_eX]

[DOI]

Proceedings of the Latent Variable Analysis and Signal Separation, 2012

2011

Video is a Cube.

[BibT_eX]

[DOI]

IEEE Signal Process. Mag., 2011

Identifiability of Complex Blind Source Separation via Non-Unitary Joint Diagonalization

[BibT_eX]

[DOI]

CoRR, 2011

2010

Complex Blind Source Separation via Simultaneous Strong Uncorrelating Transform.

[BibT_eX]

[DOI]

Proceedings of the Latent Variable Analysis and Signal Separation, 2010

HRTF customization using multiway array analysis.

[BibT_eX]

[DOI]

Proceedings of the 18th European Signal Processing Conference, 2010

2009

Block Jacobi-type methods for non-orthogonal joint diagonalisation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2009

Dimensionality Reduction in HRTF by Using Multiway Array Analysis.

[BibT_eX]

[DOI]

Martin Rothbucher

Klaus Diepold

Proceedings of the Human Centered Robot Systems, Cognition, Interaction, Technology, 2009

2008

Local Convergence Analysis of FastICA and Related Algorithms.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks, 2008

2007

Efficient geometric methods for kernel density estimation based Independent Component Analysis.

[BibT_eX]

[DOI]

Proceedings of the 15th European Signal Processing Conference, 2007

2006

Newton-Like Methods for Nonparametric Independent Component Analysis.

[BibT_eX]

[DOI]

Alexander J. Smola

Proceedings of the Neural Information Processing, 13th International Conference, 2006

Local Convergence Properties of Fastica and Some Generalisations.

[BibT_eX]

[DOI]