Improving Generalization and Robustness with Noisy Collaboration in Knowledge Distillation. - Elahe Arani; Fahad Sarfraz; Bahram Zonooz (CoRR, 2019)

Adversarial Concurrent Training: Optimizing Robustness and Accuracy Trade-off of Deep Neural Networks. - Elahe Arani; Fahad Sarfraz; Bahram Zonooz (BMVC, 2020)

Knowledge Distillation Beyond Model Compression. - Fahad Sarfraz; Elahe Arani; Bahram Zonooz (ICPR, 2020)

Noise as a Resource for Learning in Knowledge Distillation. - Elahe Arani; Fahad Sarfraz; Bahram Zonooz (WACV, 2021)

Noisy Concurrent Training for Efficient Learning under Label Noise. - Fahad Sarfraz; Elahe Arani; Bahram Zonooz (WACV, 2021)

SYNERgy between SYNaptic Consolidation and Experience Replay for General Continual Learning. - Fahad Sarfraz; Elahe Arani; Bahram Zonooz (CoLLAs, 2022)

Learning Fast, Learning Slow: A General Continual Learning Method based on Complementary Learning System. - Elahe Arani; Fahad Sarfraz; Bahram Zonooz (ICLR, 2022)

Sparse Coding in a Dual Memory System for Lifelong Learning. - Fahad Sarfraz; Elahe Arani; Bahram Zonooz (AAAI, 2023)

SAFEXPLAIN: Safe and Explainable Critical Embedded Systems Based on AI. - Jaume Abella 001; Jon Pérez 001; Cristofer Englund; Bahram Zonooz; Gabriele Giordana; Carlo Donzella; Francisco J. Cazorla; Enrico Mezzetti; Isabel Serra; Axel Brando; Irune Agirre; Fernando Eizaguirre; et al. (DATE, 2023)

Error Sensitivity Modulation based Experience Replay: Mitigating Abrupt Representation Drift in Continual Learning. - Fahad Sarfraz; Elahe Arani; Bahram Zonooz (ICLR, 2023)

Towards Brain Inspired Design for Addressing the Shortcomings of ANNs. - Fahad Sarfraz; Elahe Arani; Bahram Zonooz (CoRR, 2023)

A Study of Biologically Plausible Neural Network: The Role and Interactions of Brain-Inspired Mechanisms in Continual Learning. - Fahad Sarfraz; Elahe Arani; Bahram Zonooz (Trans. Mach. Learn. Res., 2023)

Beyond Unimodal Learning: The Importance of Integrating Multiple Modalities for Lifelong Learning. - Fahad Sarfraz; Bahram Zonooz; Elahe Arani (CoLLAs, 2024)

Semantic Aware Representation Learning for Lifelong Learning. - Fahad Sarfraz; Elahe Arani; Bahram Zonooz (ICLR, 2025)