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ORCIDMustafa Burak Gurbuz
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2020 – today
- 2024
[c6]Mustafa Burak Gurbuz, Jean Michael Moorman, Constantine Dovrolis:
NICE: Neurogenesis Inspired Contextual Encoding for Replay-free Class Incremental Learning. CVPR 2024: 23659-23669- [c5]Mustafa Burak Gurbuz, Jean Michael Moorman, Constantine Dovrolis:
SHARP: Sparsity and Hidden Activation RePlay for Neuro-Inspired Continual Learning. ICDL 2024: 1-6 - 2023
- [i6]Mustafa Burak Gurbuz, Jean Michael Moorman, Constantine Dovrolis:
SHARP: Sparsity and Hidden Activation RePlay for Neuro-Inspired Continual Learning. CoRR abs/2305.18563 (2023) - [i5]Amritpal Singh, Mustafa Burak Gurbuz, Shiva Souhith Gantha, Prahlad Jasti:
Class-Incremental Continual Learning for General Purpose Healthcare Models. CoRR abs/2311.04301 (2023) - 2022
- [c4]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:
System Design for an Integrated Lifelong Reinforcement Learning Agent for Real-Time Strategy Games. AIMLSystems 2022: 12:1-12:9 - [c3]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:
Model-Free Generative Replay for Lifelong Reinforcement Learning: Application to Starcraft-2. CoLLAs 2022: 1120-1145 - [c2]Mustafa Burak Gurbuz, Constantine Dovrolis:
NISPA: Neuro-Inspired Stability-Plasticity Adaptation for Continual Learning in Sparse Networks. ICML 2022: 8157-8174 - [i4]Mustafa Burak Gurbuz, Constantine Dovrolis:
NISPA: Neuro-Inspired Stability-Plasticity Adaptation for Continual Learning in Sparse Networks. CoRR abs/2206.09117 (2022) - [i3]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:
System Design for an Integrated Lifelong Reinforcement Learning Agent for Real-Time Strategy Games. CoRR abs/2212.04603 (2022) - 2021
- [j1]Mustafa Burak Gurbuz, Islem Rekik:
MGN-Net: A multi-view graph normalizer for integrating heterogeneous biological network populations. Medical Image Anal. 71: 102059 (2021) - [i2]Islem Rekik, Mustafa Burak Gurbuz:
MGN-Net: a multi-view graph normalizer for integrating heterogeneous biological network populations. CoRR abs/2104.03895 (2021) - 2020
- [c1]Mustafa Burak Gurbuz, Islem Rekik:
Deep Graph Normalizer: A Geometric Deep Learning Approach for Estimating Connectional Brain Templates. MICCAI (7) 2020: 155-165 - [i1]Mustafa Burak Gurbuz, Islem Rekik:
Deep Graph Normalizer: A Geometric Deep Learning Approach for Estimating Connectional Brain Templates. CoRR abs/2012.14131 (2020)
Coauthor Index
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