Mustafa Burak Gurbuz

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 11

Top Topics

Connected Subgraphs

Reinforcement Learning

Top Venues

Medical Image Anal.

Publications

Mustafa Burak Gurbuz, Jean Michael Moorman, Constantine Dovrolis
SHARP: Sparsity and Hidden Activation RePlay for Neuro-Inspired Continual Learning. CoRR (2023)
Amritpal Singh, Mustafa Burak Gurbuz, Shiva Souhith Gantha, Prahlad Jasti
Class-Incremental Continual Learning for General Purpose Healthcare Models. CoRR (2023)
Mustafa Burak Gurbuz, Constantine Dovrolis
NISPA: Neuro-Inspired Stability-Plasticity Adaptation for Continual Learning in Sparse Networks. ICML (2022)
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 Piacentino, Jesse Hostetler, Aswin Raghavan
System Design for an Integrated Lifelong Reinforcement Learning Agent for Real-Time Strategy Games. AIMLSystems (2022)
Zachary Alan Daniels, Aswin Raghavan, Jesse Hostetler, Abrar Rahman, Indranil Sur, Michael 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
Model-Free Generative Replay for Lifelong Reinforcement Learning: Application to Starcraft-2. CoLLAs (2022)
Indranil Sur, Zachary Daniels, Abrar Rahman, Kamil Faber, Gianmarco J. Gallardo, Tyler L. Hayes, Cameron E. Taylor, Mustafa Burak Gurbuz, James Seale Smith, Sahana Joshi, Nathalie Japkowicz, Michael Baron, Zsolt Kira, Christopher Kanan, Roberto Corizzo, Ajay Divakaran, Michael R. Piacentino, Jesse Hostetler, Aswin Raghavan
System Design for an Integrated Lifelong Reinforcement Learning Agent for Real-Time Strategy Games. CoRR (2022)
Mustafa Burak Gurbuz, Constantine Dovrolis
NISPA: Neuro-Inspired Stability-Plasticity Adaptation for Continual Learning in Sparse Networks. CoRR (2022)
Mustafa Burak Gurbuz, Islem Rekik
MGN-Net: A multi-view graph normalizer for integrating heterogeneous biological network populations. Medical Image Anal. 71 (2021)
Islem Rekik, Mustafa Burak Gurbuz
MGN-Net: a multi-view graph normalizer for integrating heterogeneous biological network populations. CoRR (2021)
Mustafa Burak Gurbuz, Islem Rekik
Deep Graph Normalizer: A Geometric Deep Learning Approach for Estimating Connectional Brain Templates. CoRR (2020)
Mustafa Burak Gurbuz, Islem Rekik
Deep Graph Normalizer: A Geometric Deep Learning Approach for Estimating Connectional Brain Templates. MICCAI (7) (2020)