Mustafa Burak Gurbuz

15 papers A* 3Journal 8Unranked 4

Year	Rank	Type	Title / Venue / Authors
2025	A*	`conf`	PEAKS: Selecting Key Training Examples Incrementally via Prediction Error Anchored by Kernel Similarity. ICML Mustafa Burak Gurbuz, Xingyu Zheng, Constantine Dovrolis
2025	J	`jnl`	PEAKS: Selecting Key Training Examples Incrementally via Prediction Error Anchored by Kernel Similarity. CoRR Mustafa Burak Gurbuz, Xingyu Zheng, Constantine Dovrolis
2024	A*	`conf`	NICE: Neurogenesis Inspired Contextual Encoding for Replay-free Class Incremental Learning. CVPR Mustafa Burak Gurbuz, Jean Michael Moorman, Constantine Dovrolis
2024	—	`conf`	SHARP: Sparsity and Hidden Activation RePlay for Neuro-Inspired Continual Learning. ICDL Mustafa Burak Gurbuz, Jean Michael Moorman, Constantine Dovrolis
2023	J	`jnl`	Class-Incremental Continual Learning for General Purpose Healthcare Models. CoRR Amritpal Singh, Mustafa Burak Gurbuz, Shiva Souhith Gantha, Prahlad Jasti
2023	J	`jnl`	SHARP: Sparsity and Hidden Activation RePlay for Neuro-Inspired Continual Learning. CoRR Mustafa Burak Gurbuz, Jean Michael Moorman, Constantine Dovrolis
2022	—	`conf`	Model-Free Generative Replay for Lifelong Reinforcement Learning: Application to Starcraft-2. CoLLAs 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
2022	A*	`conf`	NISPA: Neuro-Inspired Stability-Plasticity Adaptation for Continual Learning in Sparse Networks. ICML Mustafa Burak Gurbuz, Constantine Dovrolis
2022	J	`jnl`	NISPA: Neuro-Inspired Stability-Plasticity Adaptation for Continual Learning in Sparse Networks. CoRR Mustafa Burak Gurbuz, Constantine Dovrolis
2022	—	`conf`	System Design for an Integrated Lifelong Reinforcement Learning Agent for Real-Time Strategy Games. AIMLSystems 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
2022	J	`jnl`	System Design for an Integrated Lifelong Reinforcement Learning Agent for Real-Time Strategy Games. CoRR 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
2021	J	`jnl`	MGN-Net: A multi-view graph normalizer for integrating heterogeneous biological network populations. Medical Image Anal. Mustafa Burak Gurbuz, Islem Rekik
2021	J	`jnl`	MGN-Net: a multi-view graph normalizer for integrating heterogeneous biological network populations. CoRR Islem Rekik, Mustafa Burak Gurbuz
2020	—	`conf`	Deep Graph Normalizer: A Geometric Deep Learning Approach for Estimating Connectional Brain Templates. MICCAI (7) Mustafa Burak Gurbuz, Islem Rekik
2020	J	`jnl`	Deep Graph Normalizer: A Geometric Deep Learning Approach for Estimating Connectional Brain Templates. CoRR Mustafa Burak Gurbuz, Islem Rekik