Yanyan Liang

Orcid: 0000-0002-5780-8540

Affiliations:
  • Macau University of Science and Technology, Faculty of Information Technology, Macau (PhD 2009)


According to our database1, Yanyan Liang authored at least 50 papers between 2007 and 2025.

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Bibliography

2025
Decisive vector guided column annotation.
Pattern Recognit., 2025

2024
Agile Optimization Framework: A framework for tensor operator optimization in neural network.
Future Gener. Comput. Syst., 2024

C<sup>2</sup>RL: Content and Context Representation Learning for Gloss-free Sign Language Translation and Retrieval.
CoRR, 2024

FeTT: Continual Class Incremental Learning via Feature Transformation Tuning.
CoRR, 2024

Open-Vocabulary Object Detection via Neighboring Region Attention Alignment.
CoRR, 2024

Dynamic Feature Learning and Matching for Class-Incremental Learning.
CoRR, 2024

Distilling Temporal Knowledge with Masked Feature Reconstruction for 3D Object Detection.
CoRR, 2024

Adapt and Refine: A Few-Shot Class-Incremental Learner via Pre-Trained Models.
Proceedings of the Pattern Recognition and Computer Vision - 7th Chinese Conference, 2024

FM-CLIP: Flexible Modal CLIP for Face Anti-Spoofing.
Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

CalibRBEV: Multi-Camera Calibration via Reversed Bird's-eye-view Representations for Autonomous Driving.
Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

CFPL-FAS: Class Free Prompt Learning for Generalizable Face Anti-Spoofing.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023
GARNet: Global-aware multi-view 3D reconstruction network and the cost-performance tradeoff.
Pattern Recognit., October, 2023

A Unified Multimodal De- and Re-Coupling Framework for RGB-D Motion Recognition.
IEEE Trans. Pattern Anal. Mach. Intell., October, 2023

TransCS-Net: A hybrid transformer-based privacy-protecting network using compressed sensing for medical image segmentation.
Biomed. Signal Process. Control., September, 2023

Wi-Fi-Based Indoor Localization and Navigation: A Robot-Aided Hybrid Deep Learning Approach.
Sensors, July, 2023

Transformer-based multi-task learning for classification and segmentation of gastrointestinal tract endoscopic images.
Comput. Biol. Medicine, May, 2023

SD-HRNet: Slimming and Distilling High-Resolution Network for Efficient Face Alignment.
Sensors, February, 2023

FM-ViT: Flexible Modal Vision Transformers for Face Anti-Spoofing.
IEEE Trans. Inf. Forensics Secur., 2023

PMMTalk: Speech-Driven 3D Facial Animation from Complementary Pseudo Multi-modal Features.
CoRR, 2023

Heterogeneous-graph Attention Reinforcement Learning for Football Matches.
Proceedings of the International Joint Conference on Neural Networks, 2023

Lazy Agents: A New Perspective on Solving Sparse Reward Problem in Multi-agent Reinforcement Learning.
Proceedings of the International Conference on Machine Learning, 2023

UMIFormer: Mining the Correlations between Similar Tokens for Multi-View 3D Reconstruction.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Gloss-free Sign Language Translation: Improving from Visual-Language Pretraining.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Long-Range Grouping Transformer for Multi-View 3D Reconstruction.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Attack-Agnostic Deep Face Anti-Spoofing.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Mixture Uniform Distribution Modeling and Asymmetric Mix Distillation for Class Incremental Learning.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
Frequency Feature Pyramid Network With Global-Local Consistency Loss for Crowd-and-Vehicle Counting in Congested Scenes.
IEEE Trans. Intell. Transp. Syst., 2022

RVFace: Reliable Vector Guided Softmax Loss for Face Recognition.
IEEE Trans. Image Process., 2022

Contrastive Context-Aware Learning for 3D High-Fidelity Mask Face Presentation Attack Detection.
IEEE Trans. Inf. Forensics Secur., 2022

Lunar Crater Detection on Digital Elevation Model: A Complete Workflow Using Deep Learning and Its Application.
Remote. Sens., 2022

GARNet: Global-Aware Multi-View 3D Reconstruction Network and the Cost-Performance Tradeoff.
CoRR, 2022

Effective Vision Transformer Training: A Data-Centric Perspective.
CoRR, 2022

MA-ViT: Modality-Agnostic Vision Transformers for Face Anti-Spoofing.
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

Disentangling Facial Pose and Appearance Information for Face Anti-spoofing.
Proceedings of the 26th International Conference on Pattern Recognition, 2022

Decoupling and Recoupling Spatiotemporal Representation for RGB-D-based Motion Recognition.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021
Adaptive cross-fusion learning for multi-modal gesture recognition.
Virtual Real. Intell. Hardw., 2021

Face Anti-Spoofing via Adversarial Cross-Modality Translation.
IEEE Trans. Inf. Forensics Secur., 2021

Cross-ethnicity face anti-spoofing recognition challenge: A review.
IET Biom., 2021

2020
Task-Oriented Feature-Fused Network With Multivariate Dataset for Joint Face Analysis.
IEEE Trans. Cybern., 2020

CASIA-SURF: A Large-Scale Multi-Modal Benchmark for Face Anti-Spoofing.
IEEE Trans. Biom. Behav. Identity Sci., 2020

Displacement detection method of QR code reference object based on computer vision.
Proceedings of the IEEE International Conference on Parallel & Distributed Processing with Applications, 2020

2019
Region-Based Context Enhanced Network for Robust Multiple Face Alignment.
IEEE Trans. Multim., 2019

Abnormal gesture recognition based on multi-model fusion strategy.
Mach. Vis. Appl., 2019

Learning Robust Embedding Representation With Hybrid Loss for Classification and Verification.
IEEE Access, 2019

Person Re-Identification via Feature Representation Learning Based on Verification Sample Constrain.
Proceedings of the 2019 International Conference on Machine Learning and Cybernetics, 2019

2018
Large-Scale Isolated Gesture Recognition Using a Refined Fused Model Based on Masked Res-C3D Network and Skeleton LSTM.
Proceedings of the 13th IEEE International Conference on Automatic Face & Gesture Recognition, 2018

2016
A novel bagged particle filter for object tracking.
Proceedings of the 15th ACM SIGGRAPH Conference on Virtual-Reality Continuum and Its Applications in Industry, 2016

Facial Expression Recognition Based on Multi-scale CNNs.
Proceedings of the Biometric Recognition - 11th Chinese Conference, 2016

2013
Scale-Invariant V-Transform and its Application to Signal de-noising.
Int. J. Wavelets Multiresolution Inf. Process., 2013

2007
Applications of Complete Orthogonal V-system with Multiresolution Property.
Proceedings of the 10th International Conference on Computer-Aided Design and Computer Graphics, 2007


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