Mustafa Burak Gurbuz

According to our database, Mustafa Burak Gurbuz authored at least 8 papers between 2020 and 2024.

Collaborative distances:

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

2024

SHARP: Sparsity and Hidden Activation RePlay for Neuro-Inspired Continual Learning.

Mustafa Burak Gurbuz, Jean Michael Moorman, Constantine Dovrolis

Proceedings of the IEEE International Conference on Development and Learning, 2024

NICE: Neurogenesis Inspired Contextual Encoding for Replay-free Class Incremental Learning.

Mustafa Burak Gurbuz, Jean Michael Moorman, Constantine Dovrolis

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

Class-Incremental Continual Learning for General Purpose Healthcare Models.

Amritpal Singh, Mustafa Burak Gurbuz, Shiva Souhith Gantha, Prahlad Jasti

CoRR, 2023

2022

NISPA: Neuro-Inspired Stability-Plasticity Adaptation for Continual Learning in Sparse Networks.

Mustafa Burak Gurbuz, Constantine Dovrolis

Proceedings of the International Conference on Machine Learning, 2022

Model-Free Generative Replay for Lifelong Reinforcement Learning: Application to Starcraft-2.

Zachary Alan Daniels, Aswin Raghavan, Jesse Hostetler, Abrar Rahman, Indranil Sur, Michael R. Piacentino, Ajay Divakaran, Roberto Corizzo, Kamil Faber, Nathalie Japkowicz, Michael Baron, James Seale Smith, Sahana Pramod Joshi, Zsolt Kira, Cameron Ethan Taylor, Mustafa Burak Gurbuz, Constantine Dovrolis, Tyler L. Hayes, Christopher Kanan, Jhair Gallardo

Proceedings of the Conference on Lifelong Learning Agents, 2022

System Design for an Integrated Lifelong Reinforcement Learning Agent for Real-Time Strategy Games.

Indranil Sur, Zachary Daniels, Abrar Rahman, Kamil Faber, Gianmarco J. Gallardo, Tyler L. Hayes, Cameron E. Taylor, Mustafa Burak Gurbuz, James Seale Smith, Sahana Pramod Joshi, Nathalie Japkowicz, Michael Baron, Zsolt Kira, Christopher Kanan, Roberto Corizzo, Ajay Divakaran, Michael R. Piacentino, Jesse Hostetler, Aswin Raghavan

Proceedings of the Second International Conference on AI-ML Systems, 2022

2021

MGN-Net: A multi-view graph normalizer for integrating heterogeneous biological network populations.

Mustafa Burak Gurbuz, Islem Rekik

Medical Image Anal., 2021

2020

Deep Graph Normalizer: A Geometric Deep Learning Approach for Estimating Connectional Brain Templates.

Mustafa Burak Gurbuz, Islem Rekik

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020