Fahad Sarfraz - RankMe

24 papers A* 4A 4B 1Journal 13Unranked 2

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Consistency Aware Robust Learning under Noisy Labels. Trans. Mach. Learn. Res. Fahad Sarfraz, Bahram Zonooz, Elahe Arani
2025	A*	`conf`	Semantic Aware Representation Learning for Lifelong Learning. ICLR Fahad Sarfraz, Elahe Arani, Bahram Zonooz
2024	—	`conf`	Beyond Unimodal Learning: The Importance of Integrating Multiple Modalities for Lifelong Learning. CoLLAs Fahad Sarfraz, Bahram Zonooz, Elahe Arani
2024	J	`jnl`	Beyond Unimodal Learning: The Importance of Integrating Multiple Modalities for Lifelong Learning. CoRR Fahad Sarfraz, Bahram Zonooz, Elahe Arani
2023	J	`jnl`	A Study of Biologically Plausible Neural Network: The Role and Interactions of Brain-Inspired Mechanisms in Continual Learning. CoRR Fahad Sarfraz, Elahe Arani, Bahram Zonooz
2023	J	`jnl`	A Study of Biologically Plausible Neural Network: The Role and Interactions of Brain-Inspired Mechanisms in Continual Learning. Trans. Mach. Learn. Res. Fahad Sarfraz, Elahe Arani, Bahram Zonooz
2023	A*	`conf`	Error Sensitivity Modulation based Experience Replay: Mitigating Abrupt Representation Drift in Continual Learning. ICLR Fahad Sarfraz, Elahe Arani, Bahram Zonooz
2023	J	`jnl`	Error Sensitivity Modulation based Experience Replay: Mitigating Abrupt Representation Drift in Continual Learning. CoRR Fahad Sarfraz, Elahe Arani, Bahram Zonooz
2023	A	`conf`	SAFEXPLAIN: Safe and Explainable Critical Embedded Systems Based on AI. DATE 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
2023	A*	`conf`	Sparse Coding in a Dual Memory System for Lifelong Learning. AAAI Fahad Sarfraz, Elahe Arani, Bahram Zonooz
2023	J	`jnl`	Sparse Coding in a Dual Memory System for Lifelong Learning. CoRR Fahad Sarfraz, Elahe Arani, Bahram Zonooz
2023	J	`jnl`	Towards Brain Inspired Design for Addressing the Shortcomings of ANNs. CoRR Fahad Sarfraz, Elahe Arani, Bahram Zonooz
2022	A*	`conf`	Learning Fast, Learning Slow: A General Continual Learning Method based on Complementary Learning System. ICLR Elahe Arani, Fahad Sarfraz, Bahram Zonooz
2022	J	`jnl`	Learning Fast, Learning Slow: A General Continual Learning Method based on Complementary Learning System. CoRR Elahe Arani, Fahad Sarfraz, Bahram Zonooz
2022	—	`conf`	SYNERgy between SYNaptic Consolidation and Experience Replay for General Continual Learning. CoLLAs Fahad Sarfraz, Elahe Arani, Bahram Zonooz
2022	J	`jnl`	SYNERgy between SYNaptic consolidation and Experience Replay for general continual learning. CoRR Fahad Sarfraz, Elahe Arani, Bahram Zonooz
2021	A	`conf`	Noise as a Resource for Learning in Knowledge Distillation. WACV Elahe Arani, Fahad Sarfraz, Bahram Zonooz
2021	A	`conf`	Noisy Concurrent Training for Efficient Learning under Label Noise. WACV Fahad Sarfraz, Elahe Arani, Bahram Zonooz
2020	A	`conf`	Adversarial Concurrent Training: Optimizing Robustness and Accuracy Trade-off of Deep Neural Networks. BMVC Elahe Arani, Fahad Sarfraz, Bahram Zonooz
2020	J	`jnl`	Adversarial Concurrent Training: Optimizing Robustness and Accuracy Trade-off of Deep Neural Networks. CoRR Elahe Arani, Fahad Sarfraz, Bahram Zonooz
2020	B	`conf`	Knowledge Distillation Beyond Model Compression. ICPR Fahad Sarfraz, Elahe Arani, Bahram Zonooz
2020	J	`jnl`	Knowledge Distillation Beyond Model Compression. CoRR Fahad Sarfraz, Elahe Arani, Bahram Zonooz
2020	J	`jnl`	Noisy Concurrent Training for Efficient Learning under Label Noise. CoRR Fahad Sarfraz, Elahe Arani, Bahram Zonooz
2019	J	`jnl`	Improving Generalization and Robustness with Noisy Collaboration in Knowledge Distillation. CoRR Elahe Arani, Fahad Sarfraz, Bahram Zonooz