Guosheng Hu

Orcid: 0000-0002-9448-9892

According to our database1, Guosheng Hu authored at least 92 papers between 2008 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Learning Scene-Pedestrian Graph for End-to-End Person Search.
IEEE Trans. Ind. Informatics, February, 2024

Explainability of Speech Recognition Transformers via Gradient-Based Attention Visualization.
IEEE Trans. Multim., 2024

GPT4Battery: An LLM-driven Framework for Adaptive State of Health Estimation of Raw Li-ion Batteries.
CoRR, 2024

Neighborhood-Enhanced 3D Human Pose Estimation with Monocular LiDAR in Long-Range Outdoor Scenes.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

Gradient-Guided Modality Decoupling for Missing-Modality Robustness.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

Diverse Person: Customize Your Own Dataset for Text-Based Person Search.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Discrepancy-Guided Domain-Adaptive Data Augmentation.
IEEE Trans. Neural Networks Learn. Syst., August, 2023

Transmission Design for Active RIS-Aided Simultaneous Wireless Information and Power Transfer.
IEEE Wirel. Commun. Lett., April, 2023

STCLoc: Deep LiDAR Localization With Spatio-Temporal Constraints.
IEEE Trans. Intell. Transp. Syst., January, 2023

ISTVT: Interpretable Spatial-Temporal Video Transformer for Deepfake Detection.
IEEE Trans. Inf. Forensics Secur., 2023

The duration threshold of video content observation: An experimental investigation of visual perception efficiency.
Comput. Sci. Inf. Syst., 2023

Deep Perturbation Learning: Enhancing the Network Performance via Image Perturbations.
Proceedings of the International Conference on Machine Learning, 2023

SGLoc: Scene Geometry Encoding for Outdoor LiDAR Localization.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Cross-Modal Distillation for Speaker Recognition.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
MetaMixUp: Learning Adaptive Interpolation Policy of MixUp With Metalearning.
IEEE Trans. Neural Networks Learn. Syst., 2022

Self-attention neural architecture search for semantic image segmentation.
Knowl. Based Syst., 2022

Conv-Adapter: Exploring Parameter Efficient Transfer Learning for ConvNets.
CoRR, 2022

Multi-Definition Video Deepfake Detection via Semantics Reduction and Cross-Domain Training.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2022

RCANet: Row-Column Attention Network for Semantic Segmentation.
Proceedings of the IEEE International Conference on Acoustics, 2022

TDViT: Temporal Dilated Video Transformer for Dense Video Tasks.
Proceedings of the Computer Vision - ECCV 2022, 2022

Efficient One-Stage Video Object Detection by Exploiting Temporal Consistency.
Proceedings of the Computer Vision - ECCV 2022, 2022

Research on the Elderly User Assisted Experience Based on Digital Twin Remote Collaboration System.
Proceedings of the Design Studies and Intelligence Engineering, 2022

Boosting Active Learning via Improving Test Performance.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021
SP-GAN: Self-Growing and Pruning Generative Adversarial Networks.
IEEE Trans. Neural Networks Learn. Syst., 2021

Semi-Supervised Face Frontalization in the Wild.
IEEE Trans. Inf. Forensics Secur., 2021

DPT: Deformable Patch-based Transformer for Visual Recognition.
Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

Refining Single Low-Quality Facial Depth Map by Lightweight and Efficient Deep Model.
Proceedings of the International IEEE Joint Conference on Biometrics, 2021

OPANAS: One-Shot Path Aggregation Network Architecture Search for Object Detection.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

MAMBA: Multi-level Aggregation via Memory Bank for Video Object Detection.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
Learning Symmetry Consistent Deep CNNs for Face Completion.
IEEE Trans. Image Process., 2020

Attention-Based Two-Stream Convolutional Networks for Face Spoofing Detection.
IEEE Trans. Inf. Forensics Secur., 2020

Exploring ubiquitous relations for boosting classification and localization.
Knowl. Based Syst., 2020

Salvage Reusable Samples from Noisy Data for Robust Learning.
CoRR, 2020

DADA: Differentiable Automatic Data Augmentation.
CoRR, 2020

CRSSC: Salvage Reusable Samples from Noisy Data for Robust Learning.
Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

Adaptive Variance Based Label Distribution Learning for Facial Age Estimation.
Proceedings of the Computer Vision - ECCV 2020, 2020

Learning Flow-Based Feature Warping for Face Frontalization with Illumination Inconsistent Supervision.
Proceedings of the Computer Vision - ECCV 2020, 2020

Differentiable Automatic Data Augmentation.
Proceedings of the Computer Vision - ECCV 2020, 2020

Adversarial Robustness of Open-Set Recognition: Face Recognition and Person Re-identification.
Proceedings of the Computer Vision - ECCV 2020 Workshops, 2020

Reducing Distributional Uncertainty by Mutual Information Maximisation and Transferable Feature Learning.
Proceedings of the Computer Vision - ECCV 2020, 2020

Training Noise-Robust Deep Neural Networks via Meta-Learning.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Imbalance Robust Softmax for Deep Embeeding Learning.
Proceedings of the Computer Vision - ACCV 2020 - 15th Asian Conference on Computer Vision, Kyoto, Japan, November 30, 2020

2019
Face Frontalization Using an Appearance-Flow-Based Convolutional Neural Network.
IEEE Trans. Image Process., 2019

Fast SRC using quadratic optimisation in downsized coefficient solution subspace.
Signal Process., 2019

Collaborative representation based face classification exploiting block weighted LBP and analysis dictionary learning.
Pattern Recognit., 2019

Colour face recognition using fuzzy quaternion-based discriminant analysis.
Int. J. Mach. Learn. Cybern., 2019

MetaMixUp: Learning Adaptive Interpolation Policy of MixUp with Meta-Learning.
CoRR, 2019

Irrigation Prediction Model with BP Neural Network Improved by Genetic Algorithm in Orchards.
Proceedings of the Eleventh International Conference on Advanced Computational Intelligence, 2019

Learning Discriminative and Complementary Patches for Face Recognition.
Proceedings of the 14th IEEE International Conference on Automatic Face & Gesture Recognition, 2019

Ranked List Loss for Deep Metric Learning.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Led3D: A Lightweight and Efficient Deep Approach to Recognizing Low-Quality 3D Faces.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Semantic Alignment: Finding Semantically Consistent Ground-Truth for Facial Landmark Detection.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Deep Metric Learning by Online Soft Mining and Class-Aware Attention.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
Frankenstein: Learning Deep Face Representations Using Small Data.
IEEE Trans. Image Process., 2018

Dictionary Integration Using 3D Morphable Face Models for Pose-Invariant Collaborative-Representation-Based Classification.
IEEE Trans. Inf. Forensics Secur., 2018

Recovering variations in facial albedo from low resolution images.
Pattern Recognit., 2018

Learning Symmetry Consistent Deep CNNs for Face Completion.
CoRR, 2018

Generalization Bounds for Coregularized Multiple Kernel Learning.
Comput. Intell. Neurosci., 2018

The Framework of Design Knowledge Organization Based on Team Cognition.
Proceedings of the 11th International Symposium on Computational Intelligence and Design, 2018

A Unified Neighbor Reconstruction Method for Embeddings.
Proceedings of the 24th International Conference on Pattern Recognition, 2018

Deep Stock Representation Learning: From Candlestick Charts to Investment Decisions.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Deep Multi-task Learning to Recognise Subtle Facial Expressions of Mental States.
Proceedings of the Computer Vision - ECCV 2018, 2018

2017
Half-Face Dictionary Integration for Representation-Based Classification.
IEEE Trans. Cybern., 2017

Efficient 3D morphable face model fitting.
Pattern Recognit., 2017

Deep Face Model Compression Using Entropy-Based Filter Selection.
Proceedings of the Image Analysis and Processing - ICIAP 2017, 2017

Attribute-Enhanced Face Recognition with Neural Tensor Fusion Networks.
Proceedings of the IEEE International Conference on Computer Vision, 2017

2016
Visualization of the Color Family Order System.
Trans. Edutainment, 2016

概率拟Hoare逻辑 (Probabilistic Quasi-Hoare Logic).
计算机科学, 2016

Dictionary Integration using 3D Morphable Face Models for Pose-invariant Collaborative-representation-based Classification.
CoRR, 2016

A Multiresolution 3D Morphable Face Model and Fitting Framework.
Proceedings of the 11th Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2016), 2016

Comparison of analytical predictions of the noise floor due to static charge pump mismatch in fractional-n frequency synthesizers.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2016

Face image super-resolution via weighted patches regression.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Face Recognition Using a Unified 3D Morphable Model.
Proceedings of the Computer Vision - ECCV 2016, 2016

3D Morphable Face Models and Their Applications.
Proceedings of the Articulated Motion and Deformable Objects, 2016

2015
Face analysis using 3D morphable models.
PhD thesis, 2015

Cascaded Collaborative Regression for Robust Facial Landmark Detection Trained Using a Mixture of Synthetic and Real Images With Dynamic Weighting.
IEEE Trans. Image Process., 2015

Web服务降级替换的一致性问题及量化研究 (Quantification and Conformance of Web Service Degraded Substitution).
计算机科学, 2015

[α1,α2]1-概率拟Hoare逻辑及其可靠性证明 ([α1, α2]1-Probabilistic Quasi-Hoare Logic and its Reliability).
计算机科学, 2015

Low-rank approach for image nonblind deconvolution with variance estimation.
J. Electronic Imaging, 2015

Progressive sparse representation-based classification using local discrete cosine transform evaluation for image recognition.
J. Electronic Imaging, 2015

Identifying Similar Patients Using Self-Organising Maps: A Case Study on Type-1 Diabetes Self-care Survey Responses.
CoRR, 2015

The noise and spur delusion in fractional-N frequency synthesizer design.
Proceedings of the 2015 IEEE International Symposium on Circuits and Systems, 2015

When Face Recognition Meets with Deep Learning: An Evaluation of Convolutional Neural Networks for Face Recognition.
Proceedings of the 2015 IEEE International Conference on Computer Vision Workshop, 2015

2014
Robust compressed sensing with bounded and structured uncertainties.
IET Signal Process., 2014

Robust face recognition by an albedo based 3D morphable model.
Proceedings of the IEEE International Joint Conference on Biometrics, Clearwater, 2014

2013
Novel rogue waves in an inhomogenous nonlinear medium with external potentials.
Commun. Nonlinear Sci. Numer. Simul., 2013

A facial symmetry prior for improved illumination fitting of 3D morphable model.
Proceedings of the International Conference on Biometrics, 2013

2012
Resolution-Aware 3D Morphable Model.
Proceedings of the British Machine Vision Conference, 2012

2010
Support Vector Regression and Ant Colony Optimization for Grid Resources Prediction.
Proceedings of the Advances in Neural Networks, 2010

Genetic Algorithms with Improved Simulated Binary Crossover and Support Vector Regression for Grid Resources Prediction.
Proceedings of the Advances in Neural Networks, 2010

2009
Grid Resource Prediction Based on Support Vector Regression and Genetic Algorithms.
Proceedings of the Fifth International Conference on Natural Computation, 2009

2008
A Collaborative Learning System Based on Multi-agent.
Proceedings of the ALPIT 2008, 2008


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