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BPI-GNN: Interpretable brain network-based psychiatric diagnosis and subtyping

NeuroImage (Orlando, Fla.), 2024-04, Vol.292, p.120594-120594, Article 120594

2024

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Kernel Learning for Dynamic Texture Synthesis

IEEE transactions on image processing, 2016-10, Vol.25 (10), p.4782-4795

2016

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IEEE_Xplore

Functional Connectome of the Human Brain with Total Correlation

Entropy (Basel, Switzerland), 2022-11, Vol.24 (12), p.1725

2022

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Fast sparse fractal image compression

PloS one, 2017-09, Vol.12 (9), p.e0184408-e0184408

2017

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Simple Stopping Criteria for Information Theoretic Feature Selection

Entropy (Basel, Switzerland), 2019-01, Vol.21 (1), p.99

2019

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Analysis of Deep Convolutional Neural Networks Using Tensor Kernels and Matrix-Based Entropy

Entropy (Basel, Switzerland), 2023-06, Vol.25 (6), p.899

2023

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Robust linear discriminant analysis with a Laplacian assumption on projection distribution

2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2017, p.2567-2571

2017

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IEEE_Xplore

Autoencoders trained with relevant information: Blending Shannon and Wiener's perspectives

2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2017, p.6115-6119

2017

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IEEE_Xplore

CI-GNN: A Granger causality-inspired graph neural network for interpretable brain network-based psychiatric diagnosis

Neural networks, 2024-04, Vol.172, p.106147-106147, Article 106147

2024

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Causality detection with matrix-based transfer entropy

Information sciences, 2022-10, Vol.613, p.357-375

2022

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Understanding Convolutional Neural Networks With Information Theory: An Initial Exploration

IEEE transaction on neural networks and learning systems, 2021-01, Vol.32 (1), p.435-442

2021

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IEEE_Xplore

Understanding autoencoders with information theoretic concepts

Neural networks, 2019-09, Vol.117, p.104-123

2019

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Gated information bottleneck for generalization in sequential environments

Knowledge and information systems, 2023-02, Vol.65 (2), p.683-705

2023

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Modularizing Deep Learning via Pairwise Learning With Kernels

IEEE transaction on neural networks and learning systems, 2022-04, Vol.33 (4), p.1441-1451

2022

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IEEE_Xplore

R2-trans: Fine-grained visual categorization with redundancy reduction

Image and vision computing, 2024-03, Vol.143, p.104923, Article 104923

2024

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Optimal Randomized Approximations for Matrix-Based Rényi's Entropy

IEEE transactions on information theory, 2023-07, Vol.69 (7), p.4218-4234

2023

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IEEE_Xplore

Coping with change: Learning invariant and minimum sufficient representations for fine-grained visual categorization

Computer vision and image understanding, 2023-12, Vol.237, p.103837, Article 103837

2023

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Multivariate Extension of Matrix-based Renyi's α-order Entropy Functional

IEEE transactions on pattern analysis and machine intelligence, 2020-11, Vol.42 (11), p.1-1

2020

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Coarse-to-fine salient object detection with low-rank matrix recovery

Neurocomputing (Amsterdam), 2020-02, Vol.376, p.232-243

2020

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Discovering common information in multi-view data

Information fusion, 2024-08, Vol.108, Article 102400

2024

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Computationally Efficient Approximations for Matrix-Based Rényi's Entropy

IEEE transactions on signal processing, 2022-01, Vol.70, p.1-15

2022

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IEEE_Xplore

Multi-view manifold learning with locality alignment

Pattern recognition, 2018-06, Vol.78, p.154-166

2018

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Improved functional link artificial neural network via convex combination for nonlinear active noise control

Applied soft computing, 2016-05, Vol.42, p.351-359

2016

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Methionine-CBS axis promotes intracellular ROS levels by reprogramming serine metabolism

The FASEB journal, 2023-12, Vol.37 (12), p.e23268-e23268

2023

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Retracted: Methionine‐CBS axis promotes intracellular ROS levels by reprogramming serine metabolism

The FASEB journal, 2023-12, Vol.37 (12)

2023

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BPI-GNN: Interpretable brain network-based psychiatric diagnosis and subtyping

Kernel Learning for Dynamic Texture Synthesis

Functional Connectome of the Human Brain with Total Correlation

Fast sparse fractal image compression

Simple Stopping Criteria for Information Theoretic Feature Selection

Analysis of Deep Convolutional Neural Networks Using Tensor Kernels and Matrix-Based Entropy

Robust linear discriminant analysis with a Laplacian assumption on projection distribution

Autoencoders trained with relevant information: Blending Shannon and Wiener's perspectives

CI-GNN: A Granger causality-inspired graph neural network for interpretable brain network-based psychiatric diagnosis

Causality detection with matrix-based transfer entropy

Understanding Convolutional Neural Networks With Information Theory: An Initial Exploration

Understanding autoencoders with information theoretic concepts

Gated information bottleneck for generalization in sequential environments

Modularizing Deep Learning via Pairwise Learning With Kernels

R2-trans: Fine-grained visual categorization with redundancy reduction

Optimal Randomized Approximations for Matrix-Based Rényi's Entropy

Coping with change: Learning invariant and minimum sufficient representations for fine-grained visual categorization

Multivariate Extension of Matrix-based Renyi's α-order Entropy Functional

Coarse-to-fine salient object detection with low-rank matrix recovery

Discovering common information in multi-view data

Computationally Efficient Approximations for Matrix-Based Rényi's Entropy

Multi-view manifold learning with locality alignment

Improved functional link artificial neural network via convex combination for nonlinear active noise control

Methionine-CBS axis promotes intracellular ROS levels by reprogramming serine metabolism

Retracted: Methionine‐CBS axis promotes intracellular ROS levels by reprogramming serine metabolism

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