Guoqiang Zhang

IEEE Trans. Signal Inf. Process. over Networks, 2024

2023

CoordiNet: Constrained Dynamics Learning for State Coordination Over Graph.

[BibT_eX]

[DOI]

IEEE Trans. Signal Inf. Process. over Networks, 2023

Exact Diffusion Inversion via Bi-directional Integration Approximation.

[BibT_eX]

[DOI]

John P. Lewis

CoRR, 2023

On Accelerating Diffusion-Based Sampling Process via Improved Integration Approximation.

[BibT_eX]

[DOI]

CoRR, 2023

A Cycle Architecture Based on Policy Gradient for Unsupervised Video Summarization.

[BibT_eX]

[DOI]

Yubo An

Shenghui Zhao

Proceedings of the 15th International Conference on Digital Image Processing, 2023

Lookahead Diffusion Probabilistic Models for Refining Mean Estimation.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Revisiting the Primal-Dual Method of Multipliers for Optimisation Over Centralised Networks.

[BibT_eX]

[DOI]

IEEE Trans. Signal Inf. Process. over Networks, 2022

Advanced Dropout: A Model-Free Methodology for Bayesian Dropout Optimization.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2022

GPCA: A Probabilistic Framework for Gaussian Process Embedded Channel Attention.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2022

On Exploiting Layerwise Gradient Statistics for Effective Training of Deep Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2022

A Stacking Ensemble Approach for Supervised Video Summarization.

[BibT_eX]

[DOI]

Yubo An

Shenghui Zhao

Proceedings of the 4th International Conference on Video, Signal and Image Processing, 2022

2021

DS-UI: Dual-Supervised Mixture of Gaussian Mixture Models for Uncertainty Inference in Image Recognition.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2021

Extending AdamW by Leveraging Its Second Moment and Magnitude.

[BibT_eX]

[DOI]

CoRR, 2021

Sentence Semantic Matching with Hierarchical CNN Based on Dimension-augmented Representation.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2021

Asynchronous Decentralized Optimization With Implicit Stochastic Variance Reduction.

[BibT_eX]

[DOI]

Proceedings of the 38th International Conference on Machine Learning, 2021

2020

Microphone Array Wiener Post Filtering Using Monotone Operator Splitting.

[BibT_eX]

[DOI]

IEEE ACM Trans. Audio Speech Lang. Process., 2020

Chinese medical question answer selection via hybrid models based on CNN and GRU.

[BibT_eX]

[DOI]

Multim. Tools Appl., 2020

DS-UI: Dual-Supervised Mixture of Gaussian Mixture Models for Uncertainty Inference.

[BibT_eX]

[DOI]

CoRR, 2020

Advanced Dropout: A Model-free Methodology for Bayesian Dropout Optimization.

[BibT_eX]

[DOI]

CoRR, 2020

Channel Attention with Embedding Gaussian Process: A Probabilistic Methodology.

[BibT_eX]

[DOI]

CoRR, 2020

Chinese Sentence Semantic Matching Based on Multi-Granularity Fusion Model.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2020

Edge-consensus Learning: Deep Learning on P2P Networks with Nonhomogeneous Data.

[BibT_eX]

[DOI]

Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

Projected Weight Regularization to Improve Neural Network Generalization.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Intra-Correlation Encoding for Chinese Sentence Intention Matching.

[BibT_eX]

[DOI]

Proceedings of the 28th International Conference on Computational Linguistics, 2020

2019

Decentralized Two-Channel Active Noise Control for Single Frequency by Shaping Matrix Eigenvalues.

[BibT_eX]

[DOI]

IEEE ACM Trans. Audio Speech Lang. Process., 2019

Approximated Orthonormal Normalisation in Training Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2019

Rapidly Adapting Moment Estimation.

[BibT_eX]

[DOI]

CoRR, 2019

Object Detection and 3D Estimation via an FMCW Radar Using a Fully Convolutional Network.

[BibT_eX]

[DOI]

Haopeng Li

Fabian Wenger

CoRR, 2019

Bifurcation analysis of dynamic pricing processes with nonlinear external reference effects.

[BibT_eX]

[DOI]

Commun. Nonlinear Sci. Numer. Simul., 2019

Soft Dropout And Its Variational Bayes Approximation.

[BibT_eX]

[DOI]

Proceedings of the 29th IEEE International Workshop on Machine Learning for Signal Processing, 2019

Fast Edge-consensus Computing Based on Bregman Monotone Operator Splitting.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2019

Period adding bifurcations in dynamic pricing processes.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computational Intelligence for Financial Engineering & Economics, 2019

2018

Distributed Optimization Using the Primal-Dual Method of Multipliers.

[BibT_eX]

[DOI]

IEEE Trans. Signal Inf. Process. over Networks, 2018

Function Splitting and Quadratic Approximation of the Primal-Dual Method of Multipliers for Distributed Optimization Over Graphs.

[BibT_eX]

[DOI]

Matthew O'Connor

Thushara Dheemantha Abhayapala

IEEE Trans. Signal Inf. Process. over Networks, 2018

Effectiveness of Scaled Exponentially-Regularized Linear Units (SERLUs).

[BibT_eX]

[DOI]

Haopeng Li

CoRR, 2018

Edge Consensus Computing for Heterogeneous Data Sets.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Statistical Signal Processing Workshop, 2018

Balson: Bayesian least squares Optimization with Nonnegative L1-norm Constraint.

[BibT_eX]

[DOI]

Proceedings of the 28th IEEE International Workshop on Machine Learning for Signal Processing, 2018

Training Deep Neural Networks via Optimization Over Graphs.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

2017

On Relationship between Primal-Dual Method of Multipliers and Kalman Filter.

[BibT_eX]

[DOI]

CoRR, 2017

2016

On simplifying the primal-dual method of multipliers.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

2015

Bi-alternating direction method of multipliers over graphs.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

2014

Convergence of Min-Sum-Min Message-Passing for Quadratic Optimization.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2014

On the convergence rate of the bi-alternating direction method of multipliers.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2014

2013

Multiple Description Distribution Preserving Quantization.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2013

Large Scale LP Decoding with Low Complexity.

[BibT_eX]

[DOI]

IEEE Commun. Lett., 2013

Proximal alternating-direction message-passing for MAP LP relaxation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2013

Simplified alternating-direction message passing for dual MAP LP-relaxation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2013

Bi-alternating direction method of multipliers.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2013

2012

Optimal Index Assignment for Multiple Description Scalar Quantization With Translated Lattice Codebooks.

[BibT_eX]

[DOI]

Janusz Klejsa

IEEE Trans. Signal Process., 2012

Linear Coordinate-Descent Message Passing for Quadratic Optimization.

[BibT_eX]

[DOI]

Neural Comput., 2012

Distributed MVDR Beamforming for (Wireless) Microphone Networks Using Message Passing.

[BibT_eX]

[DOI]

Proceedings of the IWAENC 2012 - International Workshop on Acoustic Signal Enhancement, Proceedings, RWTH Aachen University, Germany, September 4th, 2012

Convergence of generalized linear coordinate-descent message-passing for quadratic optimization.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE International Symposium on Information Theory, 2012

Generalized linear coordinate-descent message-passing for convex optimization.

[BibT_eX]

[DOI]