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Fahad Sarfraz
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2020 – today
- 2024
- [i11]Fahad Sarfraz, Bahram Zonooz, Elahe Arani:
Beyond Unimodal Learning: The Importance of Integrating Multiple Modalities for Lifelong Learning. CoRR abs/2405.02766 (2024) - 2023
- [j1]Fahad Sarfraz, Elahe Arani, Bahram Zonooz:
A Study of Biologically Plausible Neural Network: The Role and Interactions of Brain-Inspired Mechanisms in Continual Learning. Trans. Mach. Learn. Res. 2023 (2023) - [c9]Fahad Sarfraz, Elahe Arani, Bahram Zonooz:
Sparse Coding in a Dual Memory System for Lifelong Learning. AAAI 2023: 9714-9722 - [c8]Jaume Abella
, Jon Pérez, Cristofer Englund, Bahram Zonooz, Gabriele Giordana, Carlo Donzella, Francisco J. Cazorla, Enrico Mezzetti, Isabel Serra
SAFEXPLAIN: Safe and Explainable Critical Embedded Systems Based on AI. DATE 2023: 1-6 - [c7]Fahad Sarfraz, Elahe Arani, Bahram Zonooz:
Error Sensitivity Modulation based Experience Replay: Mitigating Abrupt Representation Drift in Continual Learning. ICLR 2023 - [i10]Fahad Sarfraz, Elahe Arani, Bahram Zonooz:
Sparse Coding in a Dual Memory System for Lifelong Learning. CoRR abs/2301.05058 (2023) - [i9]Fahad Sarfraz, Elahe Arani, Bahram Zonooz:
Error Sensitivity Modulation based Experience Replay: Mitigating Abrupt Representation Drift in Continual Learning. CoRR abs/2302.11344 (2023) - [i8]Fahad Sarfraz, Elahe Arani, Bahram Zonooz:
A Study of Biologically Plausible Neural Network: The Role and Interactions of Brain-Inspired Mechanisms in Continual Learning. CoRR abs/2304.06738 (2023) - [i7]Fahad Sarfraz, Elahe Arani, Bahram Zonooz:
Towards Brain Inspired Design for Addressing the Shortcomings of ANNs. CoRR abs/2307.00039 (2023) - 2022
- [c6]Fahad Sarfraz, Elahe Arani, Bahram Zonooz:
SYNERgy between SYNaptic Consolidation and Experience Replay for General Continual Learning. CoLLAs 2022: 920-936 - [c5]Elahe Arani, Fahad Sarfraz, Bahram Zonooz:
Learning Fast, Learning Slow: A General Continual Learning Method based on Complementary Learning System. ICLR 2022 - [i6]Elahe Arani, Fahad Sarfraz, Bahram Zonooz:
Learning Fast, Learning Slow: A General Continual Learning Method based on Complementary Learning System. CoRR abs/2201.12604 (2022) - [i5]Fahad Sarfraz, Elahe Arani, Bahram Zonooz:
SYNERgy between SYNaptic consolidation and Experience Replay for general continual learning. CoRR abs/2206.04016 (2022) - 2021
- [c4]Elahe Arani, Fahad Sarfraz
Noise as a Resource for Learning in Knowledge Distillation. WACV 2021: 3128-3137 - [c3]Fahad Sarfraz
Noisy Concurrent Training for Efficient Learning under Label Noise. WACV 2021: 3158-3167 - 2020
- [c2]Elahe Arani, Fahad Sarfraz, Bahram Zonooz:
Adversarial Concurrent Training: Optimizing Robustness and Accuracy Trade-off of Deep Neural Networks. BMVC 2020 - [c1]Fahad Sarfraz
Knowledge Distillation Beyond Model Compression. ICPR 2020: 6136-6143 - [i4]Fahad Sarfraz, Elahe Arani, Bahram Zonooz:
Knowledge Distillation Beyond Model Compression. CoRR abs/2007.01922 (2020) - [i3]Elahe Arani, Fahad Sarfraz, Bahram Zonooz:
Adversarial Concurrent Training: Optimizing Robustness and Accuracy Trade-off of Deep Neural Networks. CoRR abs/2008.07015 (2020) - [i2]Fahad Sarfraz, Elahe Arani, Bahram Zonooz:
Noisy Concurrent Training for Efficient Learning under Label Noise. CoRR abs/2009.08325 (2020)
2010 – 2019
- 2019
- [i1]Elahe Arani, Fahad Sarfraz, Bahram Zonooz:
Improving Generalization and Robustness with Noisy Collaboration in Knowledge Distillation. CoRR abs/1910.05057 (2019)
Coauthor Index
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