Ahmed Frikha

According to our database, Ahmed Frikha authored at least 9 papers between 2020 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

FRAug: Tackling Federated Learning with Non-IID Features via Representation Augmentation.

Haokun Chen, Ahmed Frikha, Denis Krompass, Jindong Gu, Volker Tresp

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2022

Deep knowledge transfer for generalization across tasks and domains under data scarcity: on intersections of anomaly detection, few-shot learning, continual learning, domain generalization and data-free learning.

Ahmed Frikha

PhD thesis, 2022

CL-CrossVQA: A Continual Learning Benchmark for Cross-Domain Visual Question Answering.

Yao Zhang, Haokun Chen, Ahmed Frikha, Yezi Yang, Denis Krompass, Gengyuan Zhang, Jindong Gu, Volker Tresp

CoRR, 2022

FRAug: Tackling Federated Learning with Non-IID Features via Representation Augmentation.

Haokun Chen, Ahmed Frikha, Denis Krompass, Volker Tresp

CoRR, 2022

Discovery of New Multi-Level Features for Domain Generalization via Knowledge Corruption.

Ahmed Frikha, Denis Krompaß, Volker Tresp

Proceedings of the 26th International Conference on Pattern Recognition, 2022

Towards Data-Free Domain Generalization.

Ahmed Frikha, Haokun Chen, Denis Krompaß, Thomas A. Runkler, Volker Tresp

Proceedings of the Asian Conference on Machine Learning, 2022

2021

COLUMBUS: Automated Discovery of New Multi-Level Features for Domain Generalization via Knowledge Corruption.

Ahmed Frikha, Denis Krompaß, Volker Tresp

CoRR, 2021

Few-Shot One-Class Classification via Meta-Learning.

Ahmed Frikha, Denis Krompaß, Hans-Georg Köpken, Volker Tresp

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

ARCADe: A Rapid Continual Anomaly Detector.

Ahmed Frikha, Denis Krompaß, Volker Tresp

Proceedings of the 25th International Conference on Pattern Recognition, 2020