Pengfei Fang

Oldham Council — United Kingdom

Computer Science · Physical Sciences

12h-index663citations70works2.62yr avg
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Research Topics

Domain Adaptation and Few-Shot Learning(17), Video Surveillance and Tracking Methods(15), Human Pose and Action Recognition(15), Multimodal Machine Learning Applications(12), Advanced Neural Network Applications(9)

Publications70 total

Adaptive Hyperbolic Kernels: Modulated Embedding in de Branges-Rovnyak Spaces
arXiv (Cornell University)·2025Open Access
IMM Estimator for Markov Jump Interconnected Systems
IEEE Transactions on Aerospace and Electronic Systems·2025
OAFN: An efficient open-world audio few-shot learning network for event classification
Knowledge-Based Systems·2025· 2 cited
Hierarchical Prompt-Enhanced Image Generation Using Hyperbolic Space
Communications in computer and information science·2025
DePro: Domain Ensemble using Decoupled Prompts for Universal Cross-Domain Retrieval
2025Open Access
HVQ-VAE: Variational auto-encoder with hyperbolic vector quantization
Computer Vision and Image Understanding·2025
SVasP: Self-Versatility Adversarial Style Perturbation for Cross-Domain Few-Shot Learning
Proceedings of the AAAI Conference on Artificial Intelligence·2025· 1 citedOpen Access
On Modulating Motion-Aware Visual-Language Representation for Few-Shot Action Recognition
IEEE Transactions on Circuits and Systems for Video Technology·2025· 1 cited
On inferring prototypes for multi-label few-shot learning via partial aggregation
Pattern Recognition·2025· 1 cited
Oafn: An Efficient Open-World Audio Few-Shot Learning Networkfor Event Classification
SSRN Electronic Journal·2025Open Access
Towards Few-Shot Learning in the Open World: A Review and Beyond
IEEE Transactions on Pattern Analysis and Machine Intelligence·2025· 1 cited
Brain-Conditional Multimodal Synthesis: A Survey and Taxonomy
IEEE Transactions on Artificial Intelligence·2024· 8 cited
SVasP: Self-Versatility Adversarial Style Perturbation for Cross-Domain Few-Shot Learning
arXiv (Cornell University)·2024Open Access
Stereographic Projection for Embedding Hierarchical Structures in Hyperbolic Space
Lecture notes in computer science·2024
Learning Noisy Few-Shot Classification Without Relying on Pseudo-Noise Data
IEEE Signal Processing Letters·2024
PEAN: A Diffusion-Based Prior-Enhanced Attention Network for Scene Text Image Super-Resolution
2024· 10 cited
Reproducing the Past: A Dataset for Benchmarking Inscription Restoration
2024· 2 citedOpen Access
Adaptive indefinite kernels in hyperbolic spaces
Neural Networks·2024· 2 cited
Dynamic functional connections analysis with spectral learning for brain disorder detection
Artificial Intelligence in Medicine·2024· 1 cited
Improving Scene Text Retrieval via Stylized Middle Modality
ACM Transactions on Multimedia Computing Communications and Applications·2024· 1 cited
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Frequent Co-authors

Lars Petersson(18), Mehrtash Harandi(18), Hui Xue(10), Jieming Zhou(7), Shipeng Zhu(6), Soumava Kumar Roy(5), Yuexuan An(4), Zhenzhong Lan(4), Weihao Li(3), Pan Ji(3), Junlin Han(3), Jie Hong(3), Zuoyan Zhao(3), Ali Cheraghian(2), Shafin Rahman(2), Christian Simon(2), Jie Hong(2), Chunyi Sun(2), Mohammad Ali Armin(2), Hongdong Li(2)