Fahad Sarfraz

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 21

Top Topics

Lifelong Learning

Integrating Multiple

Top Venues

Publications

Fahad Sarfraz, Bahram Zonooz, Elahe Arani
Beyond Unimodal Learning: The Importance of Integrating Multiple Modalities for Lifelong Learning. CoRR (2024)
Fahad Sarfraz, Elahe Arani, Bahram Zonooz
Sparse Coding in a Dual Memory System for Lifelong Learning. CoRR (2023)
Fahad Sarfraz, Elahe Arani, Bahram Zonooz
Sparse Coding in a Dual Memory System for Lifelong Learning. AAAI (2023)
Fahad Sarfraz, Elahe Arani, Bahram Zonooz
Error Sensitivity Modulation based Experience Replay: Mitigating Abrupt Representation Drift in Continual Learning. CoRR (2023)
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 (2023)
Fahad Sarfraz, Elahe Arani, Bahram Zonooz
Towards Brain Inspired Design for Addressing the Shortcomings of ANNs. CoRR (2023)
Jaume Abella, Jon Pérez, Cristofer Englund, Bahram Zonooz, Gabriele Giordana, Carlo Donzella, Francisco J. Cazorla, Enrico Mezzetti, Isabel Serra, Axel Brando, Irune Agirre, Fernando Eizaguirre, Thanh Hai Bui, Elahe Arani, Fahad Sarfraz, Ajay Balasubramaniam, Ahmed Badar, Ilaria Bloise, Lorenzo Feruglio, Ilaria Cinelli, Davide Brighenti, Davide Cunial
SAFEXPLAIN: Safe and Explainable Critical Embedded Systems Based on AI. DATE (2023)
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)
Fahad Sarfraz, Elahe Arani, Bahram Zonooz
Error Sensitivity Modulation based Experience Replay: Mitigating Abrupt Representation Drift in Continual Learning. ICLR (2023)
Elahe Arani, Fahad Sarfraz, Bahram Zonooz
Learning Fast, Learning Slow: A General Continual Learning Method based on Complementary Learning System. CoRR (2022)
Fahad Sarfraz, Elahe Arani, Bahram Zonooz
SYNERgy between SYNaptic consolidation and Experience Replay for general continual learning. CoRR (2022)
Fahad Sarfraz, Elahe Arani, Bahram Zonooz
SYNERgy between SYNaptic Consolidation and Experience Replay for General Continual Learning. CoLLAs (2022)
Elahe Arani, Fahad Sarfraz, Bahram Zonooz
Learning Fast, Learning Slow: A General Continual Learning Method based on Complementary Learning System. ICLR (2022)
Elahe Arani, Fahad Sarfraz, Bahram Zonooz
Noise as a Resource for Learning in Knowledge Distillation. WACV (2021)
Fahad Sarfraz, Elahe Arani, Bahram Zonooz
Noisy Concurrent Training for Efficient Learning under Label Noise. WACV (2021)
Fahad Sarfraz, Elahe Arani, Bahram Zonooz
Noisy Concurrent Training for Efficient Learning under Label Noise. CoRR (2020)
Fahad Sarfraz, Elahe Arani, Bahram Zonooz
Knowledge Distillation Beyond Model Compression. CoRR (2020)
Elahe Arani, Fahad Sarfraz, Bahram Zonooz
Adversarial Concurrent Training: Optimizing Robustness and Accuracy Trade-off of Deep Neural Networks. CoRR (2020)
Fahad Sarfraz, Elahe Arani, Bahram Zonooz
Knowledge Distillation Beyond Model Compression. ICPR (2020)
Elahe Arani, Fahad Sarfraz, Bahram Zonooz
Adversarial Concurrent Training: Optimizing Robustness and Accuracy Trade-off of Deep Neural Networks. BMVC (2020)
Elahe Arani, Fahad Sarfraz, Bahram Zonooz
Improving Generalization and Robustness with Noisy Collaboration in Knowledge Distillation. CoRR (2019)