Erum Mushtaq

According to our database, Erum Mushtaq authored at least 12 papers between 2014 and 2024.

Collaborative distances:

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

2024

CroMo-Mixup: Augmenting Cross-Model Representations for Continual Self-Supervised Learning.

Erum Mushtaq, Duygu Nur Yaldiz, Yavuz Faruk Bakman, Jie Ding, Chenyang Tao, Dimitrios Dimitriadis, Salman Avestimehr

Proceedings of the Computer Vision - ECCV 2024, 2024

2023

Distributed Architecture Search Over Heterogeneous Distributions.

Erum Mushtaq, Chaoyang He, Jie Ding, Salman Avestimehr

Trans. Mach. Learn. Res., 2023

Federated Alternate Training (Fat): Leveraging Unannotated Data Silos in Federated Segmentation for Medical Imaging.

Erum Mushtaq, Yavuz Faruk Bakman, Jie Ding, Salman Avestimehr

Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

2022

FLamby: Datasets and Benchmarks for Cross-Silo Federated Learning in Realistic Healthcare Settings.

Jean Ogier du Terrail, Samy-Safwan Ayed, Edwige Cyffers, Felix Grimberg, Chaoyang He, Regis Loeb, Paul Mangold, Tanguy Marchand, Othmane Marfoq, Erum Mushtaq, Boris Muzellec, Constantin Philippenko, Santiago Silva, Maria Telenczuk, Shadi Albarqouni, Salman Avestimehr, Aurélien Bellet, Aymeric Dieuleveut, Martin Jaggi, Sai Praneeth Karimireddy, Marco Lorenzi, Giovanni Neglia, Marc Tommasi, Mathieu Andreux

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

What If Kidney Tumor Segmentation Challenge (KiTS19) Never Happened.

Erum Mushtaq, Jie Ding, Salman Avestimehr

Proceedings of the 21st IEEE International Conference on Machine Learning and Applications, 2022

2021

SPIDER: Searching Personalized Neural Architecture for Federated Learning.

Erum Mushtaq, Chaoyang He, Jie Ding, Salman Avestimehr

CoRR, 2021

SSFL: Tackling Label Deficiency in Federated Learning via Personalized Self-Supervision.

Chaoyang He, Zhengyu Yang, Erum Mushtaq, Sunwoo Lee, Mahdi Soltanolkotabi, Salman Avestimehr

CoRR, 2021

An Ensemble Approach to Automatic Brain Tumor Segmentation.

Yaying Shi, Christian Micklisch, Erum Mushtaq, Salman Avestimehr, Yonghong Yan, Xiaodong Zhang

Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2021

2019

On Decoupled Decoding of Quasi-Orthogonal STBCs Using Quaternion Algebra.

Erum Mushtaq, Sajid Ali, Syed Ali Hassan

IEEE Syst. J., 2019

2017

On Low Complexity ML Decoder for Quaternion Orthogonal Designs.

Erum Mushtaq, Sajid Ali, Syed Ali Hassan

IEEE Commun. Lett., 2017

Novel construction methods of quaternion orthogonal designs based on complex orthogonal designs.

Erum Mushtaq, Sajid Ali, Syed Ali Hassan

Proceedings of the 2017 IEEE International Symposium on Information Theory, 2017

2014

SDNs, Clouds, and Big Data: New Opportunities.

Junaid Qadir, Nauman Ahad, Erum Mushtaq, Muhammad Bilal

Proceedings of the 12th International Conference on Frontiers of Information Technology, 2014