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Semi-Supervised Few-Shot Learning Via Dependency Maximization and Instance Discriminant Analysis

Journal of signal processing systems, 2023, Vol.95 (1), p.13-24

2023

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Distributed optimal power flow: An Augmented Lagrangian-Sequential Quadratic Programming approach

2017 IEEE International Symposium on Circuits and Systems (ISCAS), 2017, p.1-4

2017

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Meta-Learning the Difference: Preparing Large Language Models for Efficient Adaptation

Transactions of the Association for Computational Linguistics, 2022-11, Vol.10, p.1249-1265

2022

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CHEX: CHannel EXploration for CNN Model Compression

2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022, p.12277-12288

2022

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Model and Data Efficiency in Deep Learning

Hou, Zejiang

2022

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Augment deep BP-parameter learning with local XAI-structural learning

Communications in information and systems, 2020, Vol.20 (3), p.319-352

2020

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Efficient Image Super Resolution Via Channel Discriminative Deep Neural Network Pruning

ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2020, p.3647-3651

2020

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Multi-Dimensional Dynamic Model Compression for Efficient Image Super-Resolution

2022 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2022, p.3492-3502

2022

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Meta-Learning with Attention for Improved Few-Shot Learning

ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2021, p.2725-2729

2021

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A Discriminant Information Approach to Deep Neural Network Pruning

2020 25th International Conference on Pattern Recognition (ICPR), 2021, p.9553-9560

2021

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Hierarchically Aggregated Residual Transformation for Single Image Super Resolution

2020 25th International Conference on Pattern Recognition (ICPR), 2021, p.2248-2255

2021

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Scalable Kernel Learning Via the Discriminant Information

ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2020, p.3152-3156

2020

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Methodical Design and Trimming of Deep Learning Networks: Enhancing External BP Learning with Internal Omnipresent-supervision Training Paradigm

ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2019, p.8058-8062

2019

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Multi-Dimensional Vision Transformer Compression via Dependency Guided Gaussian Process Search

2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), 2022, p.3668-3677

2022

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Multi-Dimensional Model Compression of Vision Transformer

2022 IEEE International Conference on Multimedia and Expo (ICME), 2022, p.01-06

2022

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Semi-Supervised Few-Shot Learning from A Dependency-Discriminant Perspective

2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), 2022, p.2816-2824

2022

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Few-Shot Learning Via Dependency Maximization and Instance Discriminant Analysis

2021 IEEE 31st International Workshop on Machine Learning for Signal Processing (MLSP), 2021, p.1-6

2021

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A Kernel Discriminant Information Approach to Non-linear Feature Selection

2019 International Joint Conference on Neural Networks (IJCNN), 2019, p.1-10

2019

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Diffusion interface layer controlling the acceptor phase of bilayer near-infrared polymer phototransistors with ultrahigh photosensitivity

Nature communications, 2022-03, Vol.13 (1), p.1332-1332, Article 1332

2022

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Metal-free nitro/azido cyclization of 1-acryloyl-2-cyanoindoles to access NO2/N3-featuring pyrrolo[1,2-a] indolediones

Organic & biomolecular chemistry, 2024-08, Vol.22 (32), p.6490-6494

2024

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Metal-free nitro/azido cyclization of 1-acryloyl-2-cyanoindoles to access NO 2 /N 3 -featuring pyrrolo[1,2- a ] indolediones

Organic & biomolecular chemistry, 2024-08, Vol.22 (32), p.6490-6494

2024

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Metal-free nitro/azido cyclization of 1-acryloyl-2-cyanoindoles to access NO2/N3-featuring pyrrolo1,2-a indolediones

Organic & biomolecular chemistry, 2024-08, Vol.22 (32), p.6490

2024

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Detection of heterocyclic amine (PhIP) by fluorescently labelled cucurbit[7]uril

Analyst (London), 2022-05, Vol.147 (11), p.2477-2483

2022

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HULL SHAPE OPTIMIZATION OF SMALL UNDERWATER VEHICLE BASED ON KRIGING-BASED RESPONSE SURFACE METHOD AND MULTI-OBJECTIVE OPTIMIZATION ALGORITHM

Brodogradnja, 2022, Vol.73 (3), p.111-134

2022

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Experimental and Numerical Study on Early-Warning Approach for Fire-Induced Collapse of Steel Portal Frame Based on Rotational Angles

Fire technology, 2024-09

2024

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Semi-Supervised Few-Shot Learning Via Dependency Maximization and Instance Discriminant Analysis

Distributed optimal power flow: An Augmented Lagrangian-Sequential Quadratic Programming approach

Meta-Learning the Difference: Preparing Large Language Models for Efficient Adaptation

CHEX: CHannel EXploration for CNN Model Compression

Model and Data Efficiency in Deep Learning

Augment deep BP-parameter learning with local XAI-structural learning

Efficient Image Super Resolution Via Channel Discriminative Deep Neural Network Pruning

Multi-Dimensional Dynamic Model Compression for Efficient Image Super-Resolution

Meta-Learning with Attention for Improved Few-Shot Learning

A Discriminant Information Approach to Deep Neural Network Pruning

Hierarchically Aggregated Residual Transformation for Single Image Super Resolution

Scalable Kernel Learning Via the Discriminant Information

Methodical Design and Trimming of Deep Learning Networks: Enhancing External BP Learning with Internal Omnipresent-supervision Training Paradigm

Multi-Dimensional Vision Transformer Compression via Dependency Guided Gaussian Process Search

Multi-Dimensional Model Compression of Vision Transformer

Semi-Supervised Few-Shot Learning from A Dependency-Discriminant Perspective

Few-Shot Learning Via Dependency Maximization and Instance Discriminant Analysis

A Kernel Discriminant Information Approach to Non-linear Feature Selection

Diffusion interface layer controlling the acceptor phase of bilayer near-infrared polymer phototransistors with ultrahigh photosensitivity

Metal-free nitro/azido cyclization of 1-acryloyl-2-cyanoindoles to access NO2/N3-featuring pyrrolo[1,2-a] indolediones

Metal-free nitro/azido cyclization of 1-acryloyl-2-cyanoindoles to access NO 2 /N 3 -featuring pyrrolo[1,2- a ] indolediones

Metal-free nitro/azido cyclization of 1-acryloyl-2-cyanoindoles to access NO2/N3-featuring pyrrolo1,2-a indolediones

Detection of heterocyclic amine (PhIP) by fluorescently labelled cucurbit[7]uril

HULL SHAPE OPTIMIZATION OF SMALL UNDERWATER VEHICLE BASED ON KRIGING-BASED RESPONSE SURFACE METHOD AND MULTI-OBJECTIVE OPTIMIZATION ALGORITHM

Experimental and Numerical Study on Early-Warning Approach for Fire-Induced Collapse of Steel Portal Frame Based on Rotational Angles

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